CN114745558B

CN114745558B - Live broadcast monitoring method, device, system, equipment and medium

Info

Publication number: CN114745558B
Application number: CN202110019588.5A
Authority: CN
Inventors: 田野
Original assignee: Beijing ByteDance Network Technology Co Ltd
Current assignee: Beijing ByteDance Network Technology Co Ltd
Priority date: 2021-01-07
Filing date: 2021-01-07
Publication date: 2024-04-09
Anticipated expiration: 2041-01-07
Also published as: CN114745558A

Abstract

The disclosure relates to a live broadcast monitoring method, a live broadcast monitoring device, a live broadcast monitoring system, live broadcast monitoring equipment and a live broadcast monitoring medium. The live broadcast monitoring method comprises the following steps: the method comprises the steps of receiving live broadcast monitoring data of a target live broadcast room, wherein the live broadcast monitoring data comprise target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room; extracting information from the target image to obtain image information of the target image; and marking the target image by using the image information to obtain the movable characteristic label of the target image. According to the embodiment of the disclosure, the active content of the live broadcasting room in the live broadcasting platform can be automatically monitored, so that the comprehensiveness of management of the live broadcasting room is improved.

Description

Live broadcast monitoring method, device, system, equipment and medium

Technical Field

The disclosure relates to the technical field of internet, and in particular relates to a live broadcast monitoring method, a live broadcast monitoring device, a live broadcast monitoring system, live broadcast monitoring equipment and a live broadcast monitoring medium.

Background

With the continuous development of internet technology, live broadcast technology is operated, a live broadcast platform provides a plurality of live broadcast rooms, and users can watch live broadcast contents sent by a host broadcast in the current live broadcast room after entering the live broadcast room.

In the live broadcast rooms, the anchor can perform various interactive activities with the user to improve the interests of the user, and in order to manage the interests, the live broadcast platform needs to monitor the activity content of each live broadcast room so as to manage each live broadcast room.

In the related art, a manual monitoring mode is generally adopted to monitor the active content of each live broadcast room in the live broadcast platform. However, when facing a huge number of live rooms, a simple manual monitoring mode is worry, so that the active content of each live room in the live platform cannot be monitored comprehensively.

Disclosure of Invention

In order to solve the above technical problems or at least partially solve the above technical problems, the present disclosure provides a live broadcast monitoring method, apparatus, system, device and medium.

In a first aspect, the present disclosure provides a live broadcast monitoring method, including:

the method comprises the steps of receiving live broadcast monitoring data of a target live broadcast room, wherein the live broadcast monitoring data comprise target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room;

Extracting information from the target image to obtain image information of the target image;

and marking the target image by using the image information to obtain the movable characteristic label of the target image.

In a second aspect, the present disclosure provides a live broadcast monitoring method, including:

the method comprises the steps that a data acquisition instruction is sent to data monitoring equipment, the data acquisition instruction carries target entrance information, the data acquisition instruction is used for indicating the data monitoring equipment to feed back live broadcast monitoring data of a target live broadcast room based on the target entrance information, the live broadcast monitoring data comprise target images, the target images are images obtained by screen capturing when the data monitoring equipment responds to the data acquisition instruction to display a target activity page corresponding to a target activity entrance in a target live broadcast interface of the target live broadcast room, and the target activity entrance is an activity entrance corresponding to the target entrance information;

receiving live broadcast monitoring data fed back by the data monitoring equipment;

and transmitting live broadcast monitoring data to the data analysis equipment, wherein the live broadcast monitoring data are used for indicating the data analysis equipment to determine the activity characteristic label of the target image.

In a third aspect, the present disclosure provides a live broadcast monitoring method, including:

in the process of displaying a target live broadcast interface of a target live broadcast room, receiving a data acquisition instruction sent by data acquisition equipment, wherein the data acquisition instruction carries target entry information;

Responding to a data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in a target live broadcast interface, wherein the target activity entry is an activity entry corresponding to target entry information;

the target live broadcast interface is subjected to screen capturing, and a target image of a target live broadcast room is obtained;

and sending live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprise target images.

In a fourth aspect, the present disclosure provides a live broadcast monitoring apparatus, including:

the first receiving unit is configured to receive live broadcast monitoring data of the target live broadcast room, wherein the live broadcast monitoring data comprise target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room;

the information extraction unit is configured to extract information of the target image to obtain image information of the target image;

and the image marking unit is configured to mark the target image by using the image information to obtain a movable characteristic label of the target image.

In a fifth aspect, the present disclosure provides a live broadcast monitoring apparatus, including:

The first sending unit is configured to send a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entry information, the data acquisition instruction is used for indicating the data monitoring equipment to feed back live broadcast monitoring data of a target live broadcast room based on the target entry information, the live broadcast monitoring data comprise target images, the target images are images obtained by screen capturing when the data monitoring equipment responds to the data acquisition instruction to display a target active page corresponding to a target active entry in a target live broadcast interface of the target live broadcast room, and the target active entry is an active entry corresponding to the target entry information;

the second receiving unit is configured to receive live broadcast monitoring data fed back by the data monitoring equipment;

and the second sending unit is configured to send live broadcast monitoring data to the data analysis equipment, wherein the live broadcast monitoring data are used for indicating the data analysis equipment to determine the activity characteristic label of the target image.

In a sixth aspect, the present disclosure provides a live broadcast monitoring apparatus, including:

the third receiving unit is configured to receive a data acquisition instruction sent by the data acquisition equipment in the process of displaying a target live broadcast interface of the target live broadcast room, wherein the data acquisition instruction carries target entrance information;

The page display unit is configured to respond to the data acquisition instruction, and display a target activity page corresponding to a target activity entry in a target live broadcast interface, wherein the target activity entry is an activity entry corresponding to target entry information;

the interface screen capturing unit is configured to capture a screen of the target live broadcast interface to obtain a target image of the target live broadcast room;

and the third sending unit is configured to send live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprises target images.

In a seventh aspect, the present disclosure provides a live broadcast monitoring system, including a data acquisition device, a data monitoring device, and a data analysis device, wherein:

the data acquisition equipment is used for sending a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entry information; receiving live broadcast monitoring data of a target live broadcast room fed back by data monitoring equipment; transmitting live broadcast monitoring data to data analysis equipment;

the data monitoring equipment is used for receiving a data acquisition instruction sent by the data acquisition equipment in the process of displaying a target live broadcast interface of the target live broadcast room; responding to a data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in a target live broadcast interface, wherein the target activity entry is an activity entry corresponding to target entry information carried by the data acquisition instruction; the target live broadcast interface is subjected to screen capturing, and a target image of a target live broadcast room is obtained; transmitting live broadcast monitoring data to the data acquisition equipment, wherein the live broadcast monitoring data comprise target images;

The data analysis device is used for receiving the live broadcast monitoring data sent by the data acquisition device; extracting information of a target image in the live broadcast monitoring data to obtain image information of the target image; and marking the target image by using the image information to obtain the movable characteristic label of the target image.

In an eighth aspect, the present disclosure provides a live broadcast monitoring device, including:

a processor;

a memory for storing executable instructions;

the processor is configured to read executable instructions from the memory and execute the executable instructions to implement the live broadcast monitoring method according to the first aspect, the second aspect, or the third aspect.

In a ninth aspect, the present disclosure provides a computer readable storage medium storing a computer program, which when executed by a processor causes the processor to implement the live monitoring method of the first, second or third aspects.

Compared with the prior art, the technical scheme provided by the embodiment of the disclosure has the following advantages:

according to the live broadcast monitoring method, device, system, equipment and medium, the target image is the image obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display the target active page corresponding to the target active entrance in the target live broadcast interface of the target live broadcast room, so that the data acquisition equipment can be used for controlling the data monitoring equipment to automatically acquire the target image containing the active content of the live broadcast room, and the target image is automatically marked based on the image information contained in the target image, so that the active characteristic label of the target image is determined, the automatic monitoring of the active content of the live broadcast room in the live broadcast platform is further realized, and the comprehensiveness of live broadcast room management is improved.

Drawings

The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.

Fig. 1 is a schematic structural diagram of a live broadcast monitoring system according to an embodiment of the present disclosure;

fig. 2 is a schematic structural diagram of another live broadcast monitoring system according to an embodiment of the present disclosure;

fig. 3 is a schematic structural diagram of still another live broadcast monitoring system according to an embodiment of the present disclosure;

fig. 4 is a schematic flow chart of a live broadcast monitoring method according to an embodiment of the disclosure;

fig. 5 is a flow chart of another live broadcast monitoring method according to an embodiment of the present disclosure;

fig. 6 is a flowchart of still another live broadcast monitoring method according to an embodiment of the present disclosure;

fig. 7 is a flowchart of still another live broadcast monitoring method according to an embodiment of the present disclosure;

fig. 8 is a schematic structural diagram of a live broadcast monitoring device according to an embodiment of the present disclosure;

fig. 9 is a schematic structural diagram of another live broadcast monitoring device according to an embodiment of the present disclosure;

Fig. 10 is a schematic structural diagram of still another live broadcast monitoring apparatus according to an embodiment of the present disclosure;

fig. 11 is a schematic structural diagram of a live broadcast monitoring device according to an embodiment of the present disclosure.

Detailed Description

Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure have been shown in the accompanying drawings, it is to be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but are provided to provide a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.

It should be understood that the various steps recited in the method embodiments of the present disclosure may be performed in a different order and/or performed in parallel. Furthermore, method embodiments may include additional steps and/or omit performing the illustrated steps. The scope of the present disclosure is not limited in this respect.

The term "including" and variations thereof as used herein are intended to be open-ended, i.e., including, but not limited to. The term "based on" is based at least in part on. The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments. Related definitions of other terms will be given in the description below.

It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.

It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.

The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.

In the related art, a manual monitoring mode is generally adopted to monitor the active content of each live broadcast room in the live broadcast platform. However, when facing a huge number of live broadcasting rooms, a simple manual monitoring mode is worry, so that not only is the manpower consumed, but also the monitored coverage area is narrow, and the monitored activity content is relatively lagged, so that the activity content of each live broadcasting room in a live broadcasting platform cannot be monitored comprehensively and timely.

In order to solve the problems, the present disclosure provides a live broadcast monitoring method, device, system, device and medium, which can realize timely and comprehensive automatic monitoring of massive live broadcast room activity content.

For ease of understanding, a live monitoring system provided by embodiments of the present disclosure will be first described below.

Fig. 1 illustrates a schematic structural diagram of a live broadcast monitoring system according to an embodiment of the present disclosure.

As shown in fig. 1, the live monitoring system may include a data analysis device 101, a data acquisition device 102, and a data monitoring device 103. One data analysis device 101 may establish a connection and interact information with at least one data acquisition device 102 via a network protocol, such as hypertext transfer security protocol (HyperTextTransferProtocoloverSecureSocketLayer, HTTPS), and one data acquisition device 102 may establish a connection and interact information with at least one data monitoring device 103 via a network protocol, such as HTTPS.

Alternatively, the data analysis device 101 and the data acquisition device 102 may be electronic devices or servers, and the data monitoring device 103 may be an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

The data analysis device 101 may be configured to receive live broadcast monitoring data sent by the data acquisition device 102, and extract information of a target image in the live broadcast monitoring data to obtain image information of the target image, so as to use the image information to mark the target image, and obtain a moving feature tag of the target image.

The data acquisition device 102 may be configured to send a data acquisition instruction to the data monitoring device 103, where the data acquisition instruction carries target portal information, and receive live broadcast monitoring data of the target live broadcast room fed back by the data monitoring device 103, so as to send the live broadcast monitoring data to the data analysis device 101.

The data monitoring device 103 may be configured to receive a data acquisition instruction sent by the data acquisition device 102 in a process of displaying a target live broadcast interface of a target live broadcast room, respond to the data acquisition instruction, display a target activity page corresponding to a target activity entry in the target live broadcast interface, where the target activity entry is an activity entry corresponding to target entry information carried by the data acquisition instruction, and screen-capture the target live broadcast interface to obtain a target image of the target live broadcast room, so as to send live broadcast monitoring data to the data acquisition device 102, where the live broadcast monitoring data includes the target image.

In the embodiment of the disclosure, because the target image is an image obtained by capturing a screen when the data acquisition device 102 controls the data monitoring device 103 to display a target active page corresponding to a target active entry in a target live interface of a target live broadcast room, the data acquisition device 102 can control the data monitoring device 103 to automatically acquire the target image containing active content of the live broadcast room, and the data analysis device 101 can automatically mark the target image based on image information contained in the target image so as to determine an active feature tag of the target image, thereby realizing real-time automatic monitoring of the active content of the live broadcast room in a live broadcast platform and improving comprehensiveness and timeliness of management of the live broadcast room.

Hereinafter, the operation of the live monitoring system shown in fig. 1 will be described in detail.

The operation of the data analysis device 101 will be described below.

In a living broadcast room, if a host and a user perform interactive activities, an activity entry is displayed for the user, after the user triggers the activity entry, an activity page corresponding to the activity entry is displayed in a living broadcast interface of the living broadcast room, the activity page can be displayed in a superimposed manner on the living broadcast interface, and at least part of the living broadcast interface can be covered, for example, the activity page can be displayed in a full screen manner or a half screen manner. The activity page is generally displayed with activity guide text, and the activity guide text can be used for prompting the activity rules of the interactive activities of the user so as to prompt the activity rules of the user in detail.

In an embodiment of the present disclosure, the data analysis device 101 may receive live broadcast monitoring data of a target live broadcast room sent by the data acquisition device 102, where the live broadcast monitoring data may include a target image, and the target image may include a target activity page corresponding to a target activity portal in the target live broadcast room. After the data analysis device 101 receives the live broadcast monitoring data, a target image in the live broadcast monitoring data may be extracted, and image information in the target image may be extracted, and then the extracted image information may be used to mark the target image, so as to obtain a moving feature tag of the target image, where the moving feature tag may be used to characterize moving content.

Optionally, the image information may include at least one of a target activity topic text in the target activity page, a target activity guide text in the target activity page, a target live scene corresponding to the target image, and a target live person number in the target image.

In some embodiments of the present disclosure, the image information may include a target activity topic text in the target activity page, the activity feature tag may include a topic type tag corresponding to a target activity topic type, and the target activity topic type may be an activity topic type to which the target activity topic text belongs.

Specifically, the data analysis device 101 may identify an image text in the target image by using an image text identification technology, extract a target activity topic text for indicating an activity topic in the image text after identifying the image text, and further select, from a plurality of activity topic types, a target activity topic type corresponding to the target activity topic text according to a preset correspondence between the activity topic text and the activity topic type after extracting the target activity topic text, and further use a topic type tag corresponding to the target activity topic type as an activity feature tag.

The activity feature tag may be preset as needed, and is not limited herein. For example, the activity feature tag may include types of "friends-making", "virtual pet", "companion daemon", and the like.

Further, the data analysis device 101 may extract the target activity topic text from the image text based on a preset topic text extraction rule.

In some embodiments, the preset theme text extraction rule may be that, in a case where it is recognized that the image text includes the first instruction text, a phrase indicated by the first instruction text may be directly used as the target activity theme text. Wherein the first indication text may be used to prompt that the phrase indicated by the first indication text is related to an activity topic, such as "activity topic: "," Activity name: "or the like, at this time, the phrase indicated by the first instruction text may be a phrase adjacent thereto.

In other embodiments, the preset theme text extraction rule may further be to detect a special phrase in the image text, which is different from the text style of the majority text, in the case that the image text is recognized to not include the first indication text, and if the special phrase is recognized, the special phrase may be regarded as the target activity theme text.

The text style may include at least one of text color, font format, font size, and text typesetting format, among others.

In still other embodiments, the preset theme text extraction rule may also be a theme text extraction model that is trained in advance for inputting all the image text, so as to obtain the target activity theme text output by the theme text extraction model.

Thus, in these embodiments, automatic monitoring of the activity topic types within the target living room may be implemented to timely and comprehensively manage the activity topic types within each living room.

In other embodiments of the present disclosure, the image information may include target activity guide text in a target activity page, the activity feature tag includes a novelty level tag corresponding to a target activity novelty level, and the target activity novelty level may be determined from the target activity guide text.

Specifically, the data analysis device 101 may identify an image text in the target image by using an image text identification technology, extract a target activity guide text from the image text after identifying the image text, and further search and repeat the target activity guide text after extracting the target activity guide text, to obtain a target search and repeat result corresponding to the target activity guide text, and further determine a target activity novelty level corresponding to the target activity guide text according to a corresponding relation between a preset search and repeat result and the activity novelty level, and use a novel level tag corresponding to the target activity novelty level as the activity feature tag.

The novel grade label can be preset according to the requirement, and is not limited herein. For example, the novel class labels may include classes such as "regular play," "old play," "new play," and the like.

Further, the data analysis device 101 may extract a target activity guide text in the image text based on a preset guide text extraction rule, and the target activity guide text may be used to indicate the activity rule.

In some embodiments, the preset guide text extraction rule may be that, in a case where it is recognized that the image text includes the second guide text, the text indicated by the second guide text may be directly used as the target active guide text. Wherein the second indicated text may be used to indicate that the text indicated by it is related to an activity rule, such as "activity rule: "," play method: "or the like, at this time, the text indicated by the second indication text may be text adjacent thereto.

In other embodiments, the preset guiding text extraction rule may further be that, in a case that it is recognized that the image text does not include the second guiding text, most of texts with the same text style in the image text are regarded as target active guiding texts.

In still other embodiments, the preset guide text extraction rule may also be to target the entire image text as the target active guide text.

In these embodiments, optionally, the data analysis device 101 may use the locally stored activity guide text to check the target activity guide text to obtain a target check result corresponding to the target activity guide text, further determine a target activity novelty level corresponding to the target activity guide text according to a corresponding relationship between a preset check result and the activity novelty level, and use a novel level tag corresponding to the target activity novelty level as the activity feature tag.

In some embodiments, the specific method for marking the target image with the image information by the data analysis device 101 to obtain the active feature tag may include: acquiring all locally stored active guide texts; determining an activity guide text meeting a preset similarity judgment condition with a target activity guide text in the activity guide text; determining a target activity novelty level corresponding to the target activity guide text according to the number of the activity guide texts meeting the similarity judgment condition; and taking the novel grade label corresponding to the target activity novel grade as an activity characteristic label.

Specifically, the process of the data analysis device 101 for searching for the target activity guide text may be: and respectively comparing the target activity guide text with each locally stored activity guide text to obtain the similarity between the target activity guide text and each activity guide text, further determining the activity guide text which meets the preset similarity judgment condition with the target activity guide text based on the obtained similarity, and determining the number of the activity guide texts which meets the similarity judgment condition, wherein the number of the activity guide texts which meets the similarity judgment condition is the target duplication checking result corresponding to the target activity guide text.

Alternatively, the preset similarity determination condition may be that the similarity is greater than a preset similarity threshold, which may be set as required, which is not limited herein.

Alternatively, the similarity may be a text similarity between two active guide texts.

Alternatively, the similarity may also be a keyword similarity between two active guide texts. At this time, the data analysis device 101 may extract keywords in each active guiding text according to a preset keyword extraction manner, generate a keyword vector corresponding to each active guiding text according to the keywords in each active guiding text, and further calculate a keyword similarity between the keyword vectors corresponding to the two active guiding texts.

Further, since the target duplication finding result is the number of the activity guide texts satisfying the similarity judgment condition, the correspondence between the preset duplication finding result and the activity novelty level is the correspondence between the preset number and the activity novelty level, and thus, the data analysis apparatus 101 can determine the target activity novelty level corresponding to the number of the activity guide texts satisfying the similarity judgment condition according to the correspondence.

In other embodiments, the image information may further include the target activity topic text in the target activity page, where the method of extracting the target activity topic text from the target image by the data analysis device 101 is described above, and will not be described herein.

Accordingly, the specific method for marking the target image with the image information by the data analysis device 101 to obtain the active feature tag may include: acquiring a historical activity guide text, wherein the historical activity guide text belongs to a target activity theme type corresponding to a target activity theme text; in the historical activity guide text, determining a target historical activity guide text which meets a preset similarity judgment condition with the target activity guide text; determining a target activity novelty level corresponding to the target activity guide text according to the number of the target historical activity guide texts; and taking the novel grade label corresponding to the target activity novel grade as an activity characteristic label.

Specifically, the data analysis device 101 may first acquire, from all the locally stored campaign guidance texts, a historical campaign guidance text belonging to the target campaign topic type corresponding to the target campaign topic text, and then check the target campaign guidance text based on the acquired historical campaign guidance text.

Further, the process of the data analysis device 101 for searching the target activity guide text may be: and respectively comparing the target activity guide texts with each historical activity guide text to obtain the similarity between the target activity guide texts and each historical activity guide text, further determining the target historical activity guide texts meeting the preset similarity judgment condition between the target activity guide texts based on the obtained similarity, and determining the number of the target historical activity guide texts, wherein the number of the target historical activity guide texts is the target duplication checking result corresponding to the target activity guide texts.

Further, since the target duplication checking result is the number of target historical activity guide texts, the correspondence between the preset duplication checking result and the activity novelty level is the correspondence between the preset number and the activity novelty level, and thus, the data analysis device 101 may determine the target activity novelty level corresponding to the number of target historical activity guide texts according to the correspondence.

Because the historical activity guide text is the locally stored activity guide text belonging to the target activity topic type corresponding to the target activity topic text, the data analysis equipment 101 can reduce the duplicate checking data, improve the duplicate checking efficiency, and further improve the efficiency of marking the target image.

Thus, in these embodiments, automatic monitoring of activity novelty levels within the target living room may be implemented to timely and comprehensively manage activity novelty levels within the respective living rooms.

In still other embodiments of the present disclosure, the image information may include a target live scene corresponding to the target image, the active feature tag may include a scene type tag corresponding to a target scene type, and the target scene type may be a scene type to which the target live scene belongs.

Specifically, the data analysis device 101 may input the target image into the live broadcast scene recognition model obtained by training in advance, obtain a target live broadcast scene output by the live broadcast scene recognition model, select, from a plurality of scene types, a target scene type to which the target live broadcast scene belongs according to a preset correspondence between the live broadcast scene and the scene type, and further use a scene type tag corresponding to the target scene type as the activity feature tag.

The scene type tag may be preset as needed, which is not limited herein. For example, scene type tags may include types of "show", "entertain (chat room)", "game", and the like.

In some embodiments, in the case that the image information includes a target live scene corresponding to the target image and a target active topic text in the target active page, the data analysis device 101 may first identify the target live scene corresponding to the target image, then identify the image text in the target image, and after identifying the image text, extract the target active topic text in the image text, and further, after extracting the target active topic text, select, from a plurality of active topic types in the target live scene, a target active topic type to which the active topic text belongs according to a correspondence between a preset active topic text and an active topic type in the target live scene.

In other embodiments, in the case that the image information includes a target live scene corresponding to the target image and a target active topic text in the target active page, the data analysis device 101 may first identify the target live scene corresponding to the target image, then determine a target scene type to which the target live scene belongs, then identify the image text in the target image, and after identifying the image text, extract the target active topic text in the image text, and then, after extracting the target active topic text, select a target active topic type to which the active topic text belongs from a plurality of active topic types in the target scene type according to a correspondence between a preset active topic text in the target scene type and the active topic type.

Because the data analysis device 101 can screen the target activity topic types corresponding to the target topic keywords based on the target live broadcast scenes corresponding to the target images, the data required to be screened can be reduced, the extraction efficiency of the activity topic types is improved, and the efficiency of marking the target images is further improved.

Thus, in these embodiments, automatic monitoring of scene types within the target living room may be implemented, so as to timely and comprehensively manage scene types within each living room.

In still other embodiments of the present disclosure, the image information may include a target live number in the target image, and the activity feature tag may include a live number tag corresponding to the target live number.

Specifically, the data analysis device 101 may input the target image into a live-stock number recognition model trained in advance, obtain the target live-stock number output by the live-stock number recognition model, and use a live-stock number tag corresponding to the target live-stock number as the activity feature tag.

The live people number tag can be preset according to the requirement, and is not limited herein. For example, the live footer labels may include "single", "double", "multi-person", "unmanned", and the like labels.

Optionally, the image information may further include a target live person type in the target image, in addition to the target activity topic text, the target activity guide text, the target live scene, and the target live persons. Accordingly, the activity feature tag may also include a character type tag corresponding to the target live character type.

Specifically, the data analysis device 101 may input the target image into the live person classification model trained in advance, obtain the target live person type output by the live person classification model, and use the person type tag corresponding to the target live person type as the activity feature tag.

Alternatively, the target live persona type may be used to characterize the live persona in the target image as a real persona or a virtual persona. The character type tag may include "real character", "virtual character", and the like.

The above is a description of the operation of the data analysis device 101. The operation of the data acquisition device 102 is described below.

In the embodiment of the present disclosure, the data acquisition device 102 may send a data acquisition instruction carrying target entry information to its corresponding data monitoring device 103, and after sending the data acquisition instruction, receive live broadcast monitoring data of the target live broadcast room fed back by the data monitoring device 103, and further send the received live broadcast monitoring data to its corresponding data analysis device 101.

Alternatively, the target portal information may correspond to a target activity portal, and the target portal information may include a target display position.

In some embodiments, the target portal information may include portal information for any active portal displayed in the target live interface, such as a display location for any active portal displayed in the target live interface. Therefore, each activity portal displayed in the target live interface can be used as a target activity portal in sequence, so that the exploration test of the activity portals is realized.

In these embodiments, optionally, the data acquisition device 102 may be further configured to send, before sending the data acquisition instruction to the data monitoring device 103, an interface acquisition instruction to the data monitoring device 103, where the interface acquisition instruction may be used to instruct the data monitoring device 103 to feed back the target live interface, and after sending the interface acquisition instruction to the data monitoring device 103, receive the target live interface fed back by the data monitoring device 103, and further perform activity portal traversal on the target live interface to obtain target portal information of the target activity portal.

Specifically, the data collection device 102 may further send an interface acquisition instruction to the data monitoring device 103 before sending the data collection instruction to the data monitoring device 103 each time, so that the data monitoring device 103 may intercept the target live broadcast interface in response to the interface acquisition instruction after receiving the interface acquisition instruction, and feed back the target live broadcast interface to the data collection device 102. The data collection device 102 may perform, after receiving the target live broadcast interface fed back by the data monitoring device 103, active entry traversal on the target live broadcast interface by using a depth-first traversal algorithm, to obtain entry information of at least one active entry in the target live broadcast interface, where one active entry corresponds to one entry information. Thus, the data acquisition device 102 may take each activity portal displayed in the target live interface as a target activity portal in turn to enable exploration testing of the activity portals.

In other embodiments, the target portal information may also be specified portal information, such as a specified display location. Thus, custom testing of the activity entry can be achieved.

Alternatively, the specified entry information may be entry information contained in the locally stored operation path, or the specified entry information may be entry information specified by the user based on the target live interface, which is not limited herein.

In the above, for the explanation of the working process of the data acquisition device 102, it can be seen that the data acquisition device 102 can implement functions of task receiving and distributing, task scheduling, basic information collecting, and the like. The operation of the data monitoring device 103 will be described below.

Specifically, after receiving the data acquisition instruction carrying the target portal information sent by the data acquisition device 102, the data monitoring device 103 may respond to the data acquisition instruction, display, in a target live broadcast interface of the target live broadcast room, a target active page associated with a target active portal corresponding to the target portal information, and screen capture when the target active page is displayed in the target live broadcast interface, so as to obtain a target image, and further feed back live broadcast monitoring data of the target live broadcast room including the target image to the data acquisition device 102 that sends the data acquisition instruction to the target live broadcast interface.

Alternatively, the target portal information may correspond to a target activity portal, and the target portal information may include a display position in a target live interface.

Accordingly, the data monitoring device 103 may respond to the data acquisition instruction, in the target live broadcast interface of the target live broadcast room, in the case that the target portal information includes a display position in the target live broadcast interface, may detect the active portal at the display position, if the active portal is detected, take the detected active portal as the target active portal, and trigger the target active portal to acquire a target active page corresponding to the target active portal, and further display the target active page in the target live broadcast interface after acquiring the page content of the target active page; if no active portal is detected, the response to the data acquisition instruction is ended.

The above is an explanation of the operation of the data monitoring apparatus 103.

In another embodiment of the present disclosure, in order to improve traceability of the monitoring result, the live broadcast monitoring data may further include a target video and a target operation path corresponding to the target video, where the target video may be a video obtained by recording a screen of the data monitoring device 103 in a process of displaying the target live broadcast interface, the target video may include a target image, and the target operation path may be generated according to target entry information of the target activity entry.

In some embodiments of the present disclosure, before sending the live broadcast monitoring data of the target live broadcast room to the data acquisition device, the data monitoring device 103 may be further configured to record a screen of the target live broadcast interface in a process of displaying the target live broadcast interface, so as to obtain a target video of the target live broadcast room, where the target video may include a target image, and further generate a target operation path corresponding to the target video according to the target entry information.

Accordingly, the live monitoring data may also include the target video and the target operational path.

In some embodiments, the data monitoring device 103 may further record a target video of the target live broadcast room from entering the target live broadcast room to displaying the target live broadcast interface before leaving the target live broadcast room, so that the target video may include a target image obtained by screen capturing in response to each data acquisition instruction during displaying the target live broadcast interface. After the data monitoring device 103 finishes the screen recording of the target video, the target entry information carried by each data acquisition instruction received in the whole process of displaying the target live broadcast interface can be arranged according to the time sequence to obtain a target operation path corresponding to the target video, and then live broadcast monitoring data comprising the target video, the target operation path and target images contained in the target video are sent to the data analysis device 101 through the data acquisition device 102, so that the data analysis device 101 can respectively determine the activity feature labels of each target image.

In other embodiments, the data monitoring device 103 may further record the target live interface in multiple segments from entering the target live room until the target live room is displayed before the target live room is left, so as to obtain target videos of multiple target live rooms, and thus, each segment of target video may include a target image obtained by screen capturing in response to each data acquisition instruction received in a time period corresponding to the segment of target video. After the data monitoring device 103 completes the screen recording of a section of target video, the target entry information carried by each data acquisition instruction received in the time period corresponding to the section of target video can be arranged according to time sequence, so as to obtain a target operation path corresponding to the section of target video, and further, live broadcast monitoring data comprising the section of target video, the target operation path and a target image contained in the section of target video are sent to the data analysis device 101 through the data acquisition device 102, so that the data analysis device 101 respectively determines the activity feature tag of each target image.

In other embodiments of the present disclosure, during the process that the data monitoring device 103 transmits live monitoring data to the data analysis device 101 through the data acquisition device 102, the data acquisition device 102 may first receive the live monitoring data transmitted by the data monitoring device 103, and then forward the live monitoring data to the data analysis device 101. Since the live monitoring data may also be used to instruct the data analysis device to store the target video and the target operation path in association and generate a live monitoring record corresponding to the target image, the data analysis device 101 may be caused to store the target video and the target operation path in association and generate a live monitoring record corresponding to the target image.

After the data collection device 102 receives the live monitoring data, the target operation path may also be stored to reuse the target operation path, for example, using any entry information included in the target operation path as target entry information, so as to generate a data collection instruction carrying the target entry information.

In further embodiments of the present disclosure, the data analysis device 101 may be further configured to store, in association with the target video and the target operation path in the live broadcast monitoring data, after receiving the live broadcast monitoring data of the target live broadcast room sent by the data acquisition device 102, so as to check the supervision result at a later stage.

Optionally, the data analysis device 101 may be further configured to generate, after marking the target image with the image information to obtain a moving feature tag of the target image, a live broadcast monitoring record corresponding to the target image according to an image identifier of the target image, the moving feature tag, a video identifier of the target video, a target operation path, and platform information of a target live broadcast platform to which the target live broadcast room belongs.

Alternatively, the image identification may include at least one of an image name and an image identification code (ID) of the target image.

Optionally, the video identification may include at least one of a video name or a video ID of the target video.

Alternatively, the platform information may include at least one of a platform name, a platform ID, and a platform version number of the target live platform.

Alternatively, the data analysis device 101 may be further configured to generate a live monitoring record corresponding to the target image according to the image analysis path of the target image. Wherein the image analysis path may be generated from the active feature tag.

Specifically, the data analysis device 101 may preset an image information extraction sequence of various image information of the target image, and after extracting each image information according to the image information extraction sequence, mark the target image based on the image information to obtain a type of active feature tag corresponding to the image information, and further, after marking the target image based on all the image information, arrange various active feature tags according to the marking sequence to obtain the image analysis path.

Thus, the data analysis device 101 can save the live monitoring record containing the supervision result obtained by analyzing the target image for later verification.

In still another embodiment of the present disclosure, in order to ensure that the data monitoring device 103 may trigger the target activity portal in the target live broadcast room, the data acquisition device 102 may be further configured to send an account login instruction to the data monitoring device 103 before sending the data acquisition instruction to the data monitoring device 103, where the account login instruction may carry target account information, and the account login instruction may be used to instruct the data monitoring device 103 to perform a platform login operation on a target live broadcast platform to which the target live broadcast room belongs based on the target account information and feedback a platform login result corresponding to the platform login operation.

Optionally, the target account information may include an account number and a password that have been registered within the target live platform.

Specifically, before sending the data acquisition instruction to the data monitoring device 103, the data acquisition device 102 may also send an account login instruction carrying an account number and a password that have been registered in the target live broadcast platform to the data monitoring device 103, so that the data monitoring device 103 responds to the account login instruction, executes the platform login operation based on the account number and the password carried by the account login instruction, obtains a platform login result corresponding to the platform login operation, and further feeds back the platform login result corresponding to the platform login operation to the data acquisition device 102.

The platform login result corresponding to the platform login operation can be used for indicating whether the platform login is successful or not.

Further, the data collection device 102 may be further configured to send a live room entry instruction to the data monitoring device 103 when the platform login result fed back by the data monitoring device 103 is received and the platform login result indicates that the platform login is successful, where the live room entry instruction may carry target live room information, and the live room entry instruction may be used to instruct the data monitoring device 103 to display a target live interface of the target live room based on the target live room information.

Specifically, the data collection device 102 may further receive a platform login result corresponding to the platform login operation fed back by the data monitoring device 103, determine whether the platform login result indicates that the platform login is successful after receiving the platform login result, and if the platform login result indicates that the platform login is successful, send a live broadcasting room entry instruction carrying target live broadcasting room information to the data monitoring device 103, so that after receiving the live broadcasting room entry instruction, the data monitoring device 103 may respond to the live broadcasting room entry instruction, find a target live broadcasting room corresponding to the target live broadcasting room information, and enter the target live broadcasting room to display a target live broadcasting interface of the target live broadcasting room; if the platform login result indicates that the platform login fails, the data acquisition device 102 may send an account login instruction carrying another group of account numbers and passwords registered in the target live broadcast platform to the data monitoring device 103 until the data monitoring device 103 successfully logs in the target live broadcast platform.

Wherein the target live room information may include at least one of a live room name or a live room ID of the target live room.

In order to ensure that the data monitoring equipment can reliably monitor data in the target live broadcast room, the embodiment of the disclosure also provides another live broadcast monitoring system.

Fig. 2 illustrates a schematic structural diagram of another live monitoring system provided by an embodiment of the present disclosure.

As shown in fig. 2, the live monitoring system may include a data analysis device 101, a data acquisition device 102, a data monitoring device 103, and an account management device 104. One data analysis device 101 may establish a connection with and interact with at least one data collection device 102 via a network protocol, such as HTTPS, and one data collection device 102 may establish a connection with and interact with at least one data monitoring device 103 via a network protocol, such as HTTPS, and one account management device 104 may establish a connection with and interact with at least one data collection device 102.

Alternatively, the data analysis device 101, the data acquisition device 102, and the account management device 104 may be electronic devices or servers, and the data monitoring device 103 may be an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

In the embodiment of the present disclosure, each of the data analysis device 101, the data acquisition device 102, and the data monitoring device 103 may implement each process and effect in the embodiment shown in fig. 1, which are not described herein.

In these embodiments, optionally, at least one account information may be pre-stored in the account management device 104. The account management device 104 may further determine target account information required for the data monitoring device 103 to log on the target live platform in the at least one account information, and send the target account information to the data acquisition device 102, so that the data monitoring device may generate the account login instruction based on the target account information.

Specifically, the account management device 104 may query at least one account information for target account information that is not sent to each data collection device 102 and belongs to the target live platform, where the target account information is account information required for the data monitoring device 103 to log in to the target live platform.

In some embodiments, the account management device 104 may send the target account information to the data collection device 102 based on the request of the data collection device 102, or may actively send the target account information to the data collection device 102, without limitation.

Thus, in the embodiment of the present disclosure, the management and allocation of the target account information may be implemented by the account management device 104, so as to prevent the reuse of the target account information, and ensure that the data monitoring device 103 can reliably perform data monitoring in the target live broadcasting room.

In order to ensure reliable operation of the data monitoring device, the embodiment of the disclosure also provides a live broadcast monitoring system.

Fig. 3 shows a schematic structural diagram of yet another live monitoring system provided by an embodiment of the present disclosure.

As shown in fig. 3, the live monitoring system may include a data analysis device 101, a data acquisition device 102, a data monitoring device 103, an account management device 104, and a rack management device 105. One data analysis device 101 may establish a connection with at least one data acquisition device 102 and perform information interaction through a network protocol, such as HTTPS, one data acquisition device 102 may establish a connection with at least one data monitoring device 103 and perform information interaction through a network protocol, such as HTTPS, one account management device 104 may establish a connection with at least one data acquisition device 102 and perform information interaction through a network protocol, such as HTTPS, and one rack management device 105 may establish a connection with at least one data acquisition device 102 and perform information interaction with at least one data monitoring device 103 corresponding to each data acquisition device 102 through a network protocol, such as HTTPS.

Alternatively, the data analysis device 101, the data acquisition device 102, the account management device 104, and the rack management device 105 may be electronic devices or servers, and the data monitoring device 103 may be an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

In the embodiment of the present disclosure, the data analysis device 101, the data acquisition device 102, the data monitoring device 103, and the account management device 104 may all implement the respective processes and effects in the embodiment shown in fig. 2, which are not described herein.

Alternatively, the data monitoring devices 103 may be separately disposed on the rack, and power is supplied through the rack, so as to ensure the power supply requirement of each data monitoring device 103. The rack management device 105 may monitor the operational status of each data monitoring device 103 in real time. When the running state of the data monitoring device 103 is monitored to be switched from the down state to the on state, a device on-line notification carrying a device identifier of the data monitoring device 103 is sent to the data acquisition device 102 corresponding to the data monitoring device 103, so that the data acquisition device 102 starts to control the data monitoring device 103 corresponding to the device identifier to acquire live broadcast monitoring data. When the running state of the data monitoring device 103 is monitored to be switched from the on-line state to the off-line state, a device off-line notification carrying the device identifier of the data monitoring device 103 is sent to the data acquisition device 102 corresponding to the data monitoring device 103, so that the data acquisition device 102 stops controlling the data monitoring device 103 corresponding to the device identifier to acquire live broadcast monitoring data.

Thus, in the embodiments of the present disclosure, the rack management device 105 may monitor the operation status of each data monitoring device 103 in real time to ensure that the live monitoring system is functioning properly.

According to the above architecture, the live broadcast monitoring method provided by the embodiment of the present disclosure is described below with reference to fig. 4 to 7.

Fig. 4 shows a flowchart of a live broadcast monitoring method according to an embodiment of the present disclosure.

In an embodiment of the present disclosure, the live monitoring method shown in fig. 4 may be performed by a data analysis device, such as the data analysis device 101 in the embodiment shown in fig. 1 to 3. The data analysis device may be a server or an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

As shown in fig. 4, the live monitoring method may include the following steps.

S410, receiving live broadcast monitoring data of a target live broadcast room sent by the data acquisition equipment, wherein the live broadcast monitoring data comprise target images.

In the embodiment of the disclosure, the target image may be an image obtained by screen capturing when the data acquisition device controls the data monitoring device to display a target activity page corresponding to the target activity entry in a target live interface of the target live broadcasting room.

Specifically, the data acquisition device can control the data monitoring device to screen when displaying a target activity page corresponding to a target activity entrance in a target live broadcast interface of a target live broadcast room to obtain a target image, and after obtaining the target image, the data monitoring device can send live broadcast monitoring data of the target live broadcast room including the target image to the data acquisition device, so that the data acquisition device sends the live broadcast monitoring data of the target live broadcast room to the data analysis device, and further the data analysis device can receive the live broadcast monitoring data of the target live broadcast room sent by the data acquisition device.

S420, extracting information from the target image to obtain image information of the target image.

The specific process of S420 is described above, and will not be described herein.

S430, marking the target image by using the image information to obtain a movable characteristic label of the target image.

In the case that the image information includes a target activity topic text in the target activity page, the activity feature tag may include a topic type tag corresponding to a target activity topic type, which may be an activity topic type to which the target activity topic text belongs.

In the case where the image information includes a target activity guide text in the target activity page, the activity feature tag may include a novelty level tag corresponding to a target activity novelty level, and the target activity novelty level may be determined according to the target activity guide text.

In some embodiments, S430 may specifically include:

acquiring all locally stored active guide texts;

determining an activity guide text meeting a preset similarity judgment condition with a target activity guide text in the activity guide text;

determining a target activity novelty level corresponding to the target activity guide text according to the number of the activity guide texts meeting the similarity judgment condition;

and taking the novel grade label corresponding to the target activity novel grade as an activity characteristic label.

In other embodiments, the image information may also include target campaign topic text in the target campaign page.

Accordingly, S430 may specifically include:

acquiring a historical activity guide text, wherein the historical activity guide text belongs to a target activity theme type corresponding to a target activity theme text;

in the historical activity guide text, determining a target historical activity guide text which meets a preset similarity judgment condition with the target activity guide text;

determining a target activity novelty level corresponding to the target activity guide text according to the number of the target historical activity guide texts;

In the case that the image information includes a target live scene corresponding to the target image, the active feature tag may include a scene type tag corresponding to a target scene type, and the target scene type may be a scene type to which the target live scene belongs.

In the case where the image information includes a target live person in the target image, the activity feature tag may include a live person tag corresponding to the target live person.

In the case where the image information includes a target live person type in the target image, the active feature tag may further include a person type tag corresponding to the target live person type.

The specific process of S430 is described above, and will not be described herein.

In the embodiment of the disclosure, the target image is an image obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display the target active page corresponding to the target active entrance in the target live interface of the target live broadcasting room, so that the data acquisition equipment can be controlled to automatically acquire the target image containing the active content of the live broadcasting room, and the target image is automatically marked based on the image information contained in the target image, so that the active characteristic label of the target image is determined, the automatic monitoring of the active content of the live broadcasting room in the live broadcasting platform is further realized, and the comprehensiveness of the management of the live broadcasting room is improved.

In another embodiment of the present disclosure, in order to improve traceability of a monitoring result, the live broadcast monitoring data may further include a target video and a target operation path corresponding to the target video, the target video may be a video obtained by recording a screen of the data monitoring device in a process of displaying a target live broadcast interface, the target video may include a target image, and the target operation path may be generated according to target entry information of a target activity entry.

Accordingly, after S410, the live monitoring method may further include: and storing the target video and the target operation path in an associated mode.

The step of storing the target video and the target operation path in association with the execution sequence of S420 and S430 is not limited.

The following description will be given of the embodiment shown in fig. 5.

Fig. 5 shows a flowchart of another live monitoring method according to an embodiment of the present disclosure.

As shown in fig. 5, the live monitoring method may include the following steps.

S510, receiving live broadcast monitoring data of a target live broadcast room sent by data acquisition equipment, wherein the live broadcast monitoring data comprise target images, target videos and target operation paths corresponding to the target videos.

In the embodiment of the disclosure, the target video may be a video obtained by recording a screen of the data monitoring device in the process of displaying the target live interface, the target video may include a target image, and the target operation path may be generated according to target entry information of the target activity entry.

S520, storing the target video and the target operation path in an associated mode.

Specifically, the data analysis device may store the target video in the live monitoring data and the target operation path corresponding to the target video in a local association manner.

S530, extracting information from the target image to obtain image information of the target image.

S540, marking the target image by using the image information to obtain the movable characteristic label of the target image.

Wherein, S530-S540 are similar to S420-S430 in the embodiment shown in fig. 4, and are not described herein.

In an embodiment of the present disclosure, optionally, after S540, the live monitoring method may further include:

and generating a live broadcast monitoring record corresponding to the target image according to the target image, the activity characteristic label, the video information of the target video, the target operation path and the platform information of the target live broadcast platform to which the target live broadcast room belongs.

Alternatively, the image identification may include at least one of an image name and an image identification code ID of the target image.

Optionally, the data analysis device may be further configured to generate a live broadcast monitoring record corresponding to the target image according to the image analysis path of the target image. The image analysis path may be generated according to the active feature tag, which is described above and not described herein.

Fig. 6 shows a flowchart of still another live monitoring method according to an embodiment of the present disclosure.

In an embodiment of the present disclosure, the live monitoring method shown in fig. 6 may be performed by a data acquisition device, such as the data acquisition device 102 in the embodiment shown in fig. 1-3. The data acquisition device may be a server or an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

As shown in fig. 6, the live monitoring method may include the following steps.

And S610, sending a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entrance information, and the data acquisition instruction is used for indicating the data monitoring equipment to feed back live broadcast monitoring data of the target live broadcast room based on the target entrance information.

Alternatively, the target entry information may correspond to the target activity entry, and the target entry information may include the target display position, which is described above and not described herein.

S620, receiving live broadcast monitoring data fed back by the data monitoring equipment.

In the embodiment of the disclosure, after the data acquisition device sends the data acquisition instruction, the data acquisition device can receive the live broadcast monitoring data of the target live broadcast room fed back by the data monitoring device.

And S630, transmitting live broadcast monitoring data to the data analysis equipment, wherein the live broadcast monitoring data are used for indicating the data analysis equipment to determine the activity characteristic label of the target image.

In the embodiment of the disclosure, the data acquisition device may cause the data analysis device to determine the activity feature tag of the target image after receiving the live monitoring data.

In the embodiment of the disclosure, the target image is an image obtained by screen capturing when the target image monitoring equipment responds to the data acquisition instruction to display the target activity page corresponding to the target activity entrance in the target live broadcast interface of the target live broadcast room, so that the data monitoring equipment can be controlled to automatically acquire the target image containing the activity content of the live broadcast room and send the target image to the data analysis equipment, so that the data analysis equipment can automatically mark the target image based on the image information contained in the target image to determine the activity characteristic label of the target image, further realize the automatic monitoring of the activity content of the live broadcast room in the live broadcast platform, and improve the comprehensiveness of the management of the live broadcast room.

In some embodiments of the present disclosure, the live broadcast monitoring data may further include a target video and a target operation path corresponding to the target video, the target video may be a video obtained by recording a screen of the data monitoring device in a process of displaying the target live broadcast interface, the target video may include a target image, and the target operation path may be generated according to target entry information.

Accordingly, the live monitoring data can also be used for instructing the data analysis equipment to store the target video and the target operation path in an associated manner and generating a live monitoring record corresponding to the target image.

In some embodiments of the present disclosure, before S610, the live monitoring method may further include:

an interface acquisition instruction is sent to the data monitoring equipment, and the interface acquisition instruction is used for indicating the data monitoring equipment to feed back a target live broadcast interface;

receiving a target live broadcast interface fed back by the data monitoring equipment;

and performing activity entry traversal on the target live interface to obtain target entry information of the target activity entry.

Specifically, the above process is described above, and will not be described herein.

an account login instruction is sent to the data monitoring equipment, the account login instruction carries target account information, and the account login instruction is used for indicating the data monitoring equipment to execute platform login operation on a target live broadcast platform to which a target live broadcast room belongs based on the target account information and feeding back a platform login result corresponding to the platform login operation;

And under the condition that a platform login result fed back by the data monitoring equipment is received and the platform login result indicates that the platform login is successful, sending a live broadcasting room entrance instruction to the data monitoring equipment, wherein the live broadcasting room entrance instruction carries target live broadcasting room information, and the live broadcasting room entrance instruction is used for indicating the data monitoring equipment to display the target live broadcasting interface of the target live broadcasting room based on the target live broadcasting room information.

In some embodiments of the present disclosure, before sending the account login instruction to the data monitoring device, the live monitoring method may further include: and receiving target account information sent by the account management server.

The account management device may query, in at least one account information, target account information which is not sent to each data acquisition device and belongs to the target live broadcast platform, where the target account information is account information required for the data monitoring device to log in the target live broadcast platform.

Fig. 7 is a schematic flow chart of still another live monitoring method according to an embodiment of the disclosure.

In an embodiment of the present disclosure, the live monitoring method shown in fig. 7 may be performed by a data monitoring device, such as the data monitoring device 103 in the embodiment shown in fig. 1 to 3. The data monitoring device may be an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator.

As shown in fig. 7, the live monitoring method may include the following steps.

S710, in the process of displaying a target live broadcast interface of a target live broadcast room, receiving a data acquisition instruction sent by data acquisition equipment, wherein the data acquisition instruction carries target entry information.

S720, responding to a data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in a target live interface, wherein the target activity entry is an activity entry corresponding to target entry information.

Specifically, in the target live interface of the target live room, in the case that the target portal information includes a display position in the target live interface, the data monitoring device may detect the active portal at the display position, if the active portal is detected, take the detected active portal as the target active portal, and trigger the target active portal to acquire a target active page corresponding to the target active portal, and further display the target active page in the target live interface after acquiring the page content of the target active page; if no active portal is detected, the response to the data acquisition instruction is ended.

S730, screen capturing is carried out on the target live broadcast interface, and a target image of the target live broadcast room is obtained.

S740, sending live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprise target images.

In the embodiment of the disclosure, the target image containing the active content of the live broadcasting room can be automatically acquired, and the live broadcasting monitoring data containing the target image is sent to the data analysis equipment through the data acquisition equipment, so that the data analysis equipment automatically marks the target image based on the image information contained in the target image to determine the active characteristic label, thereby realizing the automatic monitoring of the active content of the live broadcasting room in the live broadcasting platform and improving the comprehensiveness of the management of the live broadcasting room.

In some embodiments of the present disclosure, before S740, the live monitoring method may further include:

in the process of displaying a target live broadcast interface, recording a screen of the target live broadcast interface to obtain a target video of a target live broadcast room, wherein the target video comprises a target image;

and generating a target operation path corresponding to the target video according to the target entry information.

Accordingly, the live monitoring data also includes a target video and a target operational path.

The method for obtaining the target video and the target operation path by the screen recording of the data monitoring device is described above, and is not described herein.

The embodiment of the disclosure further provides a live broadcast monitoring device, and the live broadcast monitoring device is described below with reference to fig. 8. In the embodiments of the present disclosure, the live monitoring apparatus 800 may be a data analysis device, such as the data analysis device 101 in the embodiments shown in fig. 1-3. The data analysis device may be a server or an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

Fig. 8 illustrates a schematic structural diagram of a live broadcast monitoring device according to an embodiment of the present disclosure.

As shown in fig. 8, the live monitoring apparatus 800 may include a first receiving unit 810, an information extracting unit 820, and an image marking unit 830.

The first receiving unit 810 may be configured to receive live broadcast monitoring data of a target live broadcast room sent by the data acquisition device, where the live broadcast monitoring data includes a target image, where the target image is an image obtained by screen capturing when the data acquisition device controls the data acquisition device to display a target active page corresponding to a target active portal in a target live broadcast interface of the target live broadcast room.

The information extraction unit 820 may be configured to extract information of the target image, resulting in image information of the target image.

The image marking unit 830 may be configured to mark the target image with the image information to obtain a moving feature tag of the target image.

In other embodiments of the present disclosure, the image information may include target activity guide text in the target activity page, the activity feature tag may include a novelty level tag corresponding to the target activity novelty level, and the target activity novelty level may be determined from the target activity guide text.

In these embodiments, the image information may optionally further include target campaign topic text in the target campaign page.

Accordingly, the image marking unit 830 may include a first marking sub-unit, a second marking sub-unit, a third marking sub-unit, and a fourth marking sub-unit.

The first marking subunit may be configured to obtain a historical activity guide text belonging to a target activity topic type corresponding to the target activity topic text.

The second marking sub-unit may be configured to determine, among the history activity guide texts, a target history activity guide text satisfying a preset similarity judgment condition with the target activity guide text.

The third marking sub-unit may be configured to determine a target activity novelty level corresponding to the target activity guidance text based on the number of target historical activity guidance texts.

The fourth marking subunit may be configured to take as the activity feature label a novelty level label corresponding to the target activity novelty level.

In this embodiment of the present disclosure, optionally, the live broadcast monitoring data may further include a target video and a target operation path corresponding to the target video, where the target video may be a video obtained by recording a screen of the data monitoring device in a process of displaying a target live broadcast interface, and the target video may include a target image, and the target operation path may be generated according to target entry information of a target activity entry.

Accordingly, the live monitoring device 800 may further include an associative storage unit that may be configured to associative store the target video and the target operation path.

In these embodiments, optionally, the live broadcast monitoring apparatus 800 may further include a record generating unit, where the record generating unit may be configured to generate a live broadcast monitoring record corresponding to the target image according to the target image, the activity feature tag, the video information of the target video, the target operation path, and the platform information of the target live broadcast platform to which the target live broadcast room belongs.

It should be noted that, the live broadcast monitoring apparatus 800 shown in fig. 8 may perform the steps in the method embodiments shown in fig. 4 to 5, and implement the processes and effects in the method embodiments shown in fig. 4 to 5, which are not described herein.

The embodiment of the present disclosure also provides another live broadcast monitoring device, which is described below with reference to fig. 9. In the disclosed embodiment, the live monitoring apparatus 900 may be a data acquisition device, such as the data acquisition device 102 in the embodiment shown in fig. 1-3. The data acquisition device may be a server or an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator. The server may be a cloud server or a server cluster, or other devices with storage and computing functions.

Fig. 9 illustrates a schematic structural diagram of another live monitoring apparatus provided in an embodiment of the present disclosure.

As shown in fig. 9, the live monitoring apparatus 900 may include a first transmitting unit 910, a second receiving unit 920, and a second transmitting unit 930.

The first sending unit 910 may be configured to send a data acquisition instruction to the data monitoring device, where the data acquisition instruction carries target entry information, where the data acquisition instruction is used to instruct the data monitoring device to feed back live broadcast monitoring data of the target live broadcast room based on the target entry information, where the live broadcast monitoring data includes a target image, where the target image is an image obtained by the data monitoring device performing screen capturing when the data monitoring device responds to the data acquisition instruction to display a target active page corresponding to a target active entry in a target live broadcast interface of the target live broadcast room, and the target active entry is an active entry corresponding to the target entry information.

The second receiving unit 920 may be configured to receive live monitoring data fed back by the data monitoring device.

The second transmitting unit 930 may be configured to transmit live monitoring data for instructing the data analysis device to determine the active feature tag of the target image to the data analysis device.

In some embodiments of the present disclosure, the live monitoring apparatus 900 may further include a fourth transmitting unit, a fourth receiving unit, and an entry traversing unit.

The fourth sending unit may be configured to send an interface acquisition instruction to the data monitoring device, where the interface acquisition instruction is used to instruct the data monitoring device to feed back the target live interface.

The fourth receiving unit may be configured to receive a target live interface fed back by the data monitoring device.

The entry traversing unit may be configured to perform activity entry traversal on the target live interface to obtain target entry information of the target activity entry.

In some embodiments of the present disclosure, the live monitoring apparatus 900 may further include a fifth transmitting unit and a sixth transmitting unit.

The fifth sending unit may be configured to send an account login instruction to the data monitoring device, where the account login instruction carries target account information, and the account login instruction is used to instruct the data monitoring device to execute a platform login operation on a target live broadcast platform to which the target live broadcast room belongs based on the target account information, and feedback a platform login result corresponding to the platform login operation.

The sixth sending unit may be configured to send a live broadcasting room entry instruction to the data monitoring device when a platform login result fed back by the data monitoring device is received and the platform login result indicates that the platform login is successful, where the live broadcasting room entry instruction carries target live broadcasting room information, and the live broadcasting room entry instruction is used for indicating the data monitoring device to display a target live broadcasting interface of the target live broadcasting room based on the target live broadcasting room information.

In some embodiments of the present disclosure, the live monitoring apparatus 900 may further include a fifth receiving unit, which may be configured to receive the target account information transmitted by the account management server.

It should be noted that, the live broadcast monitoring apparatus 900 shown in fig. 9 may perform the steps in the method embodiment shown in fig. 6, and implement the processes and effects in the method embodiment shown in fig. 6, which are not described herein.

The embodiment of the present disclosure further provides a further live broadcast monitoring device, which is described below with reference to fig. 10. In the disclosed embodiment, the live monitoring apparatus 1000 may be a data monitoring device, such as the data monitoring device 103 in the embodiment shown in fig. 1 to 3. The data monitoring device may be an electronic device. The electronic device may be a device with a communication function, such as a mobile phone, a tablet computer, a desktop computer, a notebook computer, a vehicle-mounted terminal, a wearable device, an integrated machine, an intelligent home device, or a device simulated by a virtual machine or a simulator.

Fig. 10 illustrates a schematic structural diagram of still another live monitoring apparatus according to an embodiment of the present disclosure.

As shown in fig. 10, the live monitoring apparatus 1000 may include a third receiving unit 1010, a page display unit 1020, an interface screen capturing unit 1030, and a third transmitting unit 1040.

The third receiving unit 1010 may be configured to receive a data acquisition instruction sent by the data acquisition device in a process of displaying a target live interface of the target live room, where the data acquisition instruction carries target entry information.

The page display unit 1020 may be configured to display, in response to the data acquisition instruction, a target activity page corresponding to a target activity entry, which is an activity entry corresponding to target entry information, in the target live interface.

The interface screenshot unit 1030 may be configured to screenshot a target live interface to obtain a target image of the target live room.

The third transmitting unit 1040 may be configured to transmit live monitoring data of the target live room to the data collection device, the live monitoring data including the target image.

In some embodiments of the present disclosure, the live broadcast monitoring apparatus 1000 may further include an interface recording unit and a path generating unit.

The interface screen recording unit can be configured to record a target live broadcast interface in the process of displaying the target live broadcast interface to obtain a target video of the target live broadcast room, wherein the target video comprises a target image.

The path generation unit may be configured to generate a target operation path corresponding to the target video according to the target entry information.

Accordingly, the live monitoring data may also include a target video and a target operational path.

It should be noted that, the live broadcast monitoring apparatus 1000 shown in fig. 10 may perform the steps in the method embodiment shown in fig. 7, and implement the processes and effects in the method embodiment shown in fig. 7, which are not described herein.

The disclosed embodiments also provide a live monitoring device that may include a processor and a memory that may be used to store executable instructions. The processor may be configured to read the executable instructions from the memory and execute the executable instructions to implement the live broadcast monitoring method in the foregoing embodiment.

Fig. 11 illustrates a schematic structural diagram of a live broadcast monitoring device according to an embodiment of the present disclosure. Referring now in particular to fig. 11, a schematic diagram of a live monitoring device 1100 suitable for use in implementing embodiments of the present disclosure is shown.

In some embodiments of the present disclosure, the live monitoring device 1100 may be a server, such as the data analysis device 101 or the data acquisition device 102 in the embodiments shown in fig. 1-3. The server may be a cloud server or a server cluster, and other devices with storage and calculation functions.

In other embodiments of the present disclosure, the live monitoring device 1100 may also be an electronic device, such as the data monitoring device 103 in the embodiment shown in fig. 1-3. Among them, the electronic devices may include, but are not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), wearable devices, and the like, and stationary terminals such as digital TVs, desktop computers, smart home devices, and the like.

It should be noted that the live monitoring device 1100 illustrated in fig. 11 is only an example, and should not impose any limitation on the functions and usage scope of the embodiments of the present disclosure.

As shown in fig. 11, the live monitoring device 1100 may include a processing means (e.g., a central processor, a graphics processor, etc.) 1101 that may perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 1102 or a program loaded from a storage means 1108 into a Random Access Memory (RAM) 1103. In the RAM 1103, various programs and data necessary for the operation of the live monitoring apparatus 1100 are also stored. The processing device 1101, ROM 1102, and RAM 1103 are connected to each other by a bus 1104. An input/output (I/O) interface 1105 is also connected to bus 1104.

In general, the following devices may be connected to the I/O interface 1105: input devices 1106 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, and the like; an output device 1107 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 1108, including for example, magnetic tape, hard disk, etc.; and a communication device 1109. The communication means 1109 may allow the live monitoring device 1100 to communicate wirelessly or by wire with other devices to exchange data. While fig. 11 shows a live monitoring device 1100 having various means, it should be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead.

The present disclosure also provides a computer-readable storage medium storing a computer program which, when executed by a processor, causes the processor to implement the live monitoring method in the above embodiments.

In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a non-transitory computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network via communications device 1109, or from storage device 1108, or from ROM 1102. When the computer program is executed by the processing apparatus 1101, the above-described functions defined in the information display method of the embodiment of the present disclosure are performed.

It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.

In some embodiments, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP, and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.

The computer readable medium may be contained in the live monitoring device; or may exist alone without being assembled into the live monitoring device.

The computer readable medium carries one or more programs which, when executed by the live monitoring device, cause the live monitoring device to perform:

the method comprises the steps of receiving live broadcast monitoring data of a target live broadcast room, wherein the live broadcast monitoring data comprise target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room; extracting information from the target image to obtain image information of the target image; and marking the target image by using the image information to obtain the movable characteristic label of the target image.

Or sending a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entry information, the data acquisition instruction is used for indicating the data monitoring equipment to feed back live broadcast monitoring data of a target live broadcast room based on the target entry information, the live broadcast monitoring data comprise target images, the target images are images obtained by screen capturing when the data monitoring equipment responds to the data acquisition instruction to display a target active page corresponding to a target active entry in a target live broadcast interface of the target live broadcast room, and the target active entry is an active entry corresponding to the target entry information; receiving live broadcast monitoring data fed back by the data monitoring equipment; and transmitting live broadcast monitoring data to the data analysis equipment, wherein the live broadcast monitoring data are used for indicating the data analysis equipment to determine the activity characteristic label of the target image.

Or in the process of displaying the target live interface of the target live broadcasting room, receiving a data acquisition instruction sent by data acquisition equipment, wherein the data acquisition instruction carries target entry information; responding to a data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in a target live broadcast interface, wherein the target activity entry is an activity entry corresponding to target entry information; the target live broadcast interface is subjected to screen capturing, and a target image of a target live broadcast room is obtained; and sending live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprise target images.

In an embodiment of the present disclosure, computer program code for performing the operations of the present disclosure may be written in one or more programming languages, including but not limited to an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).

The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

The units involved in the embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. Wherein the names of the units do not constitute a limitation of the units themselves in some cases.

The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.

In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by persons skilled in the art that the scope of the disclosure referred to in this disclosure is not limited to the specific combinations of features described above, but also covers other embodiments which may be formed by any combination of features described above or equivalents thereof without departing from the spirit of the disclosure. Such as those described above, are mutually substituted with the technical features having similar functions disclosed in the present disclosure (but not limited thereto).

Moreover, although operations are depicted in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order. In certain circumstances, multitasking and parallel processing may be advantageous. Likewise, while several specific implementation details are included in the above discussion, these should not be construed as limiting the scope of the present disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination.

Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are example forms of implementing the claims.

Claims

1. A live broadcast monitoring method, comprising:

receiving live broadcast monitoring data of a target live broadcast room sent by data acquisition equipment, wherein the live broadcast monitoring data comprise target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data monitoring equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room;

marking the target image by utilizing the image information to obtain an activity feature tag of the target image, wherein the image information contained in the target image comprises target activity guide texts in the target activity pages, the activity feature tag comprises a novel grade tag corresponding to a target activity novel grade, and the target activity novel grade is determined according to the target activity guide texts.

2. The method of claim 1, wherein the image information includes a target activity topic text in the target activity page, the activity feature tag includes a topic type tag corresponding to a target activity topic type, and the target activity topic type is an activity topic type to which the target activity topic text belongs.

3. The method of claim 1, wherein the image information further comprises target campaign topic text in the target campaign page;

the marking the target image by using the image information to obtain a movable feature tag of the target image comprises the following steps:

acquiring a historical activity guide text, wherein the historical activity guide text belongs to a target activity theme type corresponding to the target activity theme text;

determining a target historical activity guide text which meets a preset similarity judgment condition with the target activity guide text in the historical activity guide text;

determining the target activity novelty grade corresponding to the target activity guide text according to the number of the target historical activity guide texts;

and taking the novel grade label corresponding to the target activity novel grade as the activity characteristic label.

4. The method of claim 1, wherein the image information includes a target live scene corresponding to the target image, the activity feature tag includes a scene type tag corresponding to a target scene type, and the target scene type is a scene type to which the target live scene belongs.

5. The method of claim 1, wherein the image information comprises a target live number in the target image, and the activity feature tag comprises a live number tag corresponding to the target live number.

6. The method according to claim 1, wherein the live broadcast monitoring data further includes a target video and a target operation path corresponding to the target video, the target video is a video obtained by recording a screen of the data monitoring device in a process of displaying the target live broadcast interface, the target video includes the target image, and the target operation path is generated according to target entry information of the target activity entry;

wherein, after receiving the live broadcast monitoring data of the target live broadcast room sent by the data acquisition device, the method further comprises:

and storing the target video and the target operation path in an associated mode.

7. A live broadcast monitoring method, comprising:

a data acquisition instruction is sent to a data monitoring device, the data acquisition instruction carries target entry information, the data acquisition instruction is used for indicating the data monitoring device to feed back live broadcast monitoring data of a target live broadcast room based on the target entry information, the live broadcast monitoring data comprise target images, the target images are images obtained by screen capturing when the data monitoring device responds to the data acquisition instruction to display a target activity page corresponding to a target activity entry in a target live broadcast interface of the target live broadcast room, and the target activity entry is an activity entry corresponding to the target entry information;

receiving the live broadcast monitoring data fed back by the data monitoring equipment;

the live broadcast monitoring data are sent to data analysis equipment, the live broadcast monitoring data are used for indicating the data analysis equipment to determine an activity characteristic label of the target image, image information contained in the target image comprises target activity guide texts in the target activity pages, the activity characteristic label comprises a novel grade label corresponding to a target activity novel grade, and the target activity novel grade is determined according to the target activity guide texts.

8. The method of claim 7, wherein the live broadcast monitoring data further includes a target video and a target operation path corresponding to the target video, the target video is a video obtained by recording a screen of the data monitoring device in a process of displaying the target live broadcast interface, the target video includes the target image, and the target operation path is generated according to the target entry information;

the live broadcast monitoring data are also used for indicating the data analysis equipment to store the target video and the target operation path in an associated mode and generating a live broadcast monitoring record corresponding to the target image.

9. The method of claim 7, wherein prior to said sending the data collection instructions to the data monitoring device, the method further comprises:

an interface acquisition instruction is sent to the data monitoring equipment, and the interface acquisition instruction is used for indicating the data monitoring equipment to feed back the target live broadcast interface;

receiving the target live broadcast interface fed back by the data monitoring equipment;

and performing activity entry traversal on the target live interface to obtain the target entry information of the target activity entry.

10. The method of claim 7, wherein prior to said sending the data collection instructions to the data monitoring device, the method further comprises:

an account login instruction is sent to the data monitoring equipment, the account login instruction carries target account information, and the account login instruction is used for indicating the data monitoring equipment to execute platform login operation on a target live broadcast platform to which the target live broadcast room belongs based on the target account information and feeding back a platform login result corresponding to the platform login operation;

and under the condition that the platform login result fed back by the data monitoring equipment is received and the platform login result indicates that the platform login is successful, sending a live broadcasting room entrance instruction to the data monitoring equipment, wherein the live broadcasting room entrance instruction carries target live broadcasting room information, and the live broadcasting room entrance instruction is used for indicating the data monitoring equipment to display the target live broadcasting interface of the target live broadcasting room based on the target live broadcasting room information.

11. A live broadcast monitoring method, comprising:

Responding to the data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in the target live broadcast interface, wherein the target activity entry is an activity entry corresponding to the target entry information;

capturing a screen of the target live broadcast interface to obtain a target image of the target live broadcast room;

and transmitting live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprise the target image, the image information contained in the target image comprises target activity guide texts in the target activity pages, the activity feature labels comprise novel grade labels corresponding to target activity novel grades, and the target activity novel grades are determined according to the target activity guide texts.

12. The method of claim 11, wherein prior to said transmitting live monitoring data of the target live room to the data collection device, the method further comprises:

in the process of displaying the target live broadcast interface, recording a screen of the target live broadcast interface to obtain a target video of the target live broadcast room, wherein the target video comprises the target image;

Generating a target operation path corresponding to the target video according to the target entry information;

the live broadcast monitoring data further comprises the target video and the target operation path.

13. A live broadcast monitoring device, comprising:

the first receiving unit is configured to receive live broadcast monitoring data of a target live broadcast room, which is sent by the data acquisition equipment, wherein the live broadcast monitoring data comprises target images, and the target images are images obtained by screen capturing when the data acquisition equipment controls the data acquisition equipment to display a target active page corresponding to a target active entrance in a target live broadcast interface of the target live broadcast room;

an information extraction unit configured to extract information of the target image to obtain image information of the target image;

the image marking unit is configured to mark the target image by utilizing the image information to obtain an active feature tag of the target image, the image information contained in the target image comprises target active guide texts in the target active pages, the active feature tag comprises a novel level tag corresponding to a target active novel level, and the target active novel level is determined according to the target active guide texts.

14. A live broadcast monitoring device, comprising:

the first sending unit is configured to send a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entry information, the data acquisition instruction is used for indicating the data monitoring equipment to feed back live broadcast monitoring data of a target live broadcast room based on the target entry information, the live broadcast monitoring data comprise target images, the target images are images obtained by screen capturing when the data monitoring equipment responds to the data acquisition instruction to display a target activity page corresponding to a target activity entry in a target live broadcast interface of the target live broadcast room, and the target activity entry is an activity entry corresponding to the target entry information;

the second receiving unit is configured to receive the live broadcast monitoring data fed back by the data monitoring equipment;

and the second sending unit is configured to send the live broadcast monitoring data to a data analysis device, wherein the live broadcast monitoring data are used for indicating the data analysis device to determine an activity characteristic label of the target image, the image information contained in the target image comprises target activity guide text in the target activity page, the activity characteristic label comprises a novel grade label corresponding to a target activity novel grade, and the target activity novel grade is determined according to the target activity guide text.

15. A live broadcast monitoring device, comprising:

the third receiving unit is configured to receive a data acquisition instruction sent by the data acquisition equipment in the process of displaying a target live broadcast interface of a target live broadcast room, wherein the data acquisition instruction carries target entry information;

the page display unit is configured to respond to the data acquisition instruction and display a target activity page corresponding to a target activity entry in the target live broadcast interface, wherein the target activity entry is an activity entry corresponding to the target entry information;

and the third sending unit is configured to send live broadcast monitoring data of the target live broadcast room to the data acquisition equipment, wherein the live broadcast monitoring data comprise the target image, the image information contained in the target image comprises target activity guide texts in the target activity pages, the activity feature labels comprise novel grade labels corresponding to target activity novel grades, and the target activity novel grades are determined according to the target activity guide texts.

16. The live broadcast monitoring system is characterized by comprising a data acquisition device, a data monitoring device and a data analysis device, wherein:

the data acquisition equipment is used for sending a data acquisition instruction to the data monitoring equipment, wherein the data acquisition instruction carries target entry information; receiving live broadcast monitoring data of a target live broadcast room fed back by the data monitoring equipment; transmitting the live broadcast monitoring data to the data analysis equipment;

the data monitoring equipment is used for receiving the data acquisition instruction sent by the data acquisition equipment in the process of displaying the target live broadcast interface of the target live broadcast room; responding to the data acquisition instruction, and displaying a target activity page corresponding to a target activity entry in the target live broadcast interface, wherein the target activity entry is an activity entry corresponding to the target entry information carried by the data acquisition instruction; capturing a screen of the target live broadcast interface to obtain a target image of the target live broadcast room; transmitting the live broadcast monitoring data to the data acquisition equipment, wherein the live broadcast monitoring data comprise the target image;

the data analysis device is used for receiving the live broadcast monitoring data sent by the data acquisition device; extracting information from the target image in the live broadcast monitoring data to obtain image information of the target image; marking the target image by utilizing the image information to obtain an activity feature tag of the target image, wherein the image information contained in the target image comprises target activity guide texts in the target activity pages, the activity feature tag comprises a novel grade tag corresponding to a target activity novel grade, and the target activity novel grade is determined according to the target activity guide texts.

17. A live broadcast monitoring device, comprising:

a processor;

a memory for storing executable instructions;

wherein the processor is configured to read the executable instructions from the memory and execute the executable instructions to implement the live monitoring method of any of the preceding claims 1-12.

18. A computer readable storage medium, characterized in that the storage medium stores a computer program which, when executed by a processor, causes the processor to implement the live monitoring method of any of the preceding claims 1-12.