CN110351183A

CN110351183A - Resource collecting method and device in instant messaging

Info

Publication number: CN110351183A
Application number: CN201910478110.1A
Authority: CN
Inventors: 龚天起; 柏长军
Original assignee: Alibaba Group Holding Ltd
Current assignee: Ant Fortune Shanghai Financial Information Service Co ltd
Priority date: 2019-06-03
Filing date: 2019-06-03
Publication date: 2019-10-18
Anticipated expiration: 2039-06-03
Also published as: CN110351183B

Abstract

The application provides the resource collecting method and device in instant messaging, wherein the resource collecting method in the instant messaging includes: the resource to be collected instructed in the session content for determining instant messaging application according to the collection of communication user；According to the resource to be collected session segment affiliated in the session content, the keyword of the resource to be collected is extracted in the session segment；Using the keyword as the collection label of the resource to be collected, the resource to be collected is collected；Pass through the resource collecting method in instant messaging provided by the present application, in the case where realizing the collection resource in instant communication applications, session content in being applied according to instant messaging is that the resource for needing to collect generates collection label, in the resource of communication user search collection, the corresponding resource of collection label can be searched according to collection label, improves the efficiency that communication user is searched for when resource is collected in search.

Description

Resource collecting method and device in instant messaging

Technical field

Resource collecting method this application involves network technique field, in particular in a kind of instant messaging.The application is same When be related to a kind of resource holding device fo in instant messaging, a kind of calculating equipment and a kind of computer readable storage medium.

Background technique

With the development of internet technology, miscellaneous instant message applications emerges one after another, service provider according to The different demand in family, so that the Communications service function of instant message applications is more abundant.User by instant message applications into During row is linked up, text information can be not only sent, additionally it is possible to the text of picture, short-sighted frequency and various formats is sent, Whether upper or in life all brought great convenience for user in work.

In the prior art, most of instant message applications both provides the function of collection, soft by instant messaging in user During part is linked up, picture is sent perhaps in the case where file in order to avoid important picture or file are lost, can be made Important picture or file are collected with the function of being collected in instant message applications, needed subsequent using important figure Piece perhaps file when by caching important picture or file again in the collection of instant message applications.

However, in the collection of instant message applications there are a large amount of user collection resource in the case where, Yong Hu In collection when search collection time long resource, it will the resource of needs can be searched by wasting the more time； And in the case where the resource of collection is link, user can not understand the corresponding resource of link by link, herein mistake User's more time will be wasted in journey, largely reduce the experience effect of user.

Summary of the invention

In view of this, the embodiment of the present application provides the resource collecting method in a kind of instant messaging.The application relates to simultaneously And the resource holding device fo in a kind of instant messaging, a kind of calculating equipment and a kind of computer readable storage medium, to solve Technological deficiency existing in the prior art.

According to the embodiment of the present application in a first aspect, providing the resource collecting method in a kind of instant messaging, comprising:

The resource to be collected in the session content for determining instant messaging application is instructed according to the collection of communication user；

According to the resource to be collected session segment affiliated in the session content, extracted in the session segment The keyword of the resource to be collected；

Using the keyword as the collection label of the resource to be collected, the resource to be collected is collected.

Optionally, the resource to be collected according to session segment affiliated in the session content, in the meeting Talk about the keyword that the resource to be collected is extracted in segment, comprising:

According to described wait collect the session segment belonging to resource, determine that the resource for including in the session segment is corresponding Resource type；

Selection and the matched algorithm of the resource type, extract the keyword for the resource for including in the session segment；

Using the keyword for the resource for including in the session segment as the keyword of the resource to be collected.

Optionally, in the case where the resource type includes textual resources type, the selection and the resource type Matched algorithm extracts the keyword for the resource for including in the session segment, comprising:

Word segmentation processing is carried out to the corresponding textual resources of the textual resources type, obtains multiple passes of the textual resources Keyword；

Calculate keyword score of the multiple keywords of the textual resources in the textual resources；

Using the keyword of the highest textual resources of the keyword score as the money for including in the session segment The keyword in source.

Optionally, in the case where the resource type includes picture resource type, the selection and the resource type Matched algorithm extracts the keyword for the resource for including in the session segment, comprising:

The corresponding picture resource of the picture resource type is identified, the picture resource is judged according to recognition result In whether include text information；

If so, extracting the text information from the picture resource, and the text is believed by semantic analysis algorithm Breath is analyzed and processed, and obtains the keyword of the text information；

Using the keyword of the text information as the keyword for the resource for including in the session segment.

Optionally, in the case where the resource type includes link resources type, the selection and the resource type Matched algorithm extracts the keyword for the resource for including in the session segment, comprising:

According to the corresponding link resources of the link resources type, the domain name of the link resources is determined；

Using the domain name as the keyword for the resource for including in the session segment.

Optionally, in the case where the resource type includes video resource type, the selection and the resource type Matched algorithm extracts the keyword for the resource for including in the session segment, comprising:

Obtain the video image of adjacent two frame in the corresponding video resource of the video resource type；

The difference of the gray level image of the video image of adjacent two frame is calculated, and judges whether the difference is greater than first Predetermined movement threshold value and less than the second predetermined movement threshold value；

If so, identifying type of action belonging to the object moved in the video resource, and the type of sports is determined Keyword for the resource for including in the session segment.

According to described wait collect the session segment belonging to resource, determine in the session segment with described wait collect money The associated resource to be extracted in source；

According to resource type belonging to the resource to be extracted, selection and the matched algorithm of the resource type to it is described to It extracts resource and extracts the keyword；

Using the keyword of the resource to be extracted of extraction as the keyword of the resource to be collected.

According to described wait collect the session segment belonging to resource, determine that the session segment is the resource to be collected In the case where, determine the resource type of the resource to be collected；

Resource type based on the resource to be collected is selected with the matched algorithm of the resource type to described wait collect Resource extracts keyword, the keyword as the resource to be collected.

Optionally, the resource to be collected according to session segment affiliated in the session content, in the meeting Talk about extracted in segment the resource to be collected keyword step execute after, it is described using the keyword as described in wait collect The collection label of resource, to the resource to be collected carry out collection step execute before, further includes:

The keyword of the resource to be collected there are it is multiple in the case where, calculate the word frequency of each keyword；

According to each keyword word frequency from high to low sequential selection setting number keyword construct keyword set；

According to the selection instruction of the communication user, select the keyword for including in the keyword set as it is described to Collect the keyword of resource.

Optionally, described using the keyword as the collection label of the resource to be collected, to the resource to be collected It is collected, comprising:

Select the keyword for including in the keyword set as the resource to be collected according to the selection instruction Label is collected, the resource to be collected is collected.

Optionally, it is described the keyword of the resource to be collected there are it is multiple in the case where, calculate each keyword Word frequency, comprising:

The keyword of the resource to be collected there are it is multiple in the case where, multiple keys based on the resource to be collected Word creates keyword character library；

Calculate the word frequency for each keyword for including in the keyword character library.

Optionally, described using the keyword as the collection label of the resource to be collected, to the resource to be collected Carry out collection step execute after, further includes:

Resource to be collected described in the collection label will be carried to store to network data base；

In the case where the communication user inquires the resource to be collected, taken according to the inquiry instruction of the communication user The collection label of band is matched in the network data base；

The resource to be collected of the collection tag match carried in the network data base with the inquiry instruction is delayed It deposits.

According to the second aspect of the embodiment of the present application, the resource holding device fo in a kind of instant messaging is provided, comprising:

It determines resource module to be collected, is configured as instructing the meeting for determining instant messaging application according to the collection of communication user Talk about the resource to be collected in content；

Keyword module is extracted, the session piece affiliated in the session content according to the resource to be collected is configured as Section extracts the keyword of the resource to be collected in the session segment；

Resource module to be collected is collected, is configured as the collection label of keyword resource to be collected as described in, The resource to be collected is collected.

According to the third aspect of the embodiment of the present application, a kind of calculating equipment is provided, comprising:

Memory and processor；

For the memory for storing computer executable instructions, the processor is executable for executing the computer Instruction:

According to the fourth aspect of the embodiment of the present application, a kind of computer readable storage medium is provided, is stored with calculating Machine executable instruction realizes the step of the resource collecting method in instant messaging described in any one when the instruction is executed by processor Suddenly.

Compared with prior art, the application has the advantages that

The application provides the resource collecting method in a kind of instant messaging, comprising: is instructed according to the collection of communication user true Determine the resource to be collected in the session content of instant messaging application；It is affiliated in the session content according to the resource to be collected Session segment, the keyword of the resource to be collected is extracted in the session segment；Using the keyword as it is described to The collection label for collecting resource, collects the resource to be collected.

Resource collecting method in instant messaging provided by the present application collects the feelings of the resource to be collected in communication user Under condition, keyword is extracted according to the session content in instant messaging application, using the keyword of extraction as described wait collect The collection label of resource collects the keyword to be collected, facilitates and search for resource to be collected in the communication user When, resource to be collected can be searched according to collection label, communication user is improved and searching for or browsing when collecting resource Efficiency.

Detailed description of the invention

Fig. 1 is the flow chart of the resource collecting method in a kind of instant messaging that one embodiment of the application provides；

Fig. 2 is the process flow diagram of the resource collection process in a kind of instant messaging that one embodiment of the application provides；

Fig. 3 is the processing schematic of the resource collection process in a kind of instant messaging that one embodiment of the application provides；

Fig. 4 is the structural schematic diagram of the resource holding device fo in a kind of instant messaging that one embodiment of the application provides；

Fig. 5 is a kind of structural block diagram for calculating equipment that one embodiment of the application provides.

Specific embodiment

Many details are explained in the following description in order to fully understand the application.But the application can be with Much it is different from other way described herein to implement, those skilled in the art can be without prejudice to the application intension the case where Under do similar popularization, therefore the application is not limited by following public specific implementation.

The term used in the application one or more embodiment be only merely for for the purpose of describing particular embodiments, and It is not intended to be limiting the application one or more embodiment.The institute in the application one or more embodiment and the appended claims The "an" of the singular used, " described " and "the" are also intended to including most forms, unless context clearly shows that it His meaning.It is also understood that term "and/or" used in the application one or more embodiment refers to and includes one or more A associated any or all of project listed may combine.

It will be appreciated that though may be described using term first, second etc. in the application one or more embodiment Various information, but these information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other out. For example, first can also be referred to as second in the case where not departing from the application one or more scope of embodiments, similarly, Second can also be referred to as first.Depending on context, word as used in this " if " can be construed to " ... When " or " when ... " or " in response to determination ".

Firstly, the vocabulary of terms being related to one or more embodiments of the invention explains.

Instant messaging: (Instant Messaging) is communication modes the most popular on current Internet, is one The service at one instant messaging network of terminal networking.Instant messaging is different from e-mail, is that its talk is instant.

In this application, provide the resource collecting method in a kind of instant messaging, the application be related to simultaneously it is a kind of immediately Resource holding device fo in communication, a kind of calculating equipment and a kind of computer readable storage medium, in the following embodiments It is described in detail one by one.

Fig. 1 shows the process of the resource collecting method in a kind of instant messaging provided according to one embodiment of the application Figure, including step 102 is to step 106.

Step 102: providing in the session content for determining instant messaging application wait collect is instructed according to the collection of communication user Source.

Instant messaging application described in the implementation of the application one refers to the instant message applications in terminal installation；The communication is used Family refers to the user applied using the instant messaging；The session content refers to that the communication user passes through the instant messaging Using talk message wherein；The collection instruction refers to that the communication user collects institute in using instant messaging application State the instruction of the resource in session content；The resource to be collected refers to the resource that the communication user needs to collect.Wherein, institute It states resource to be collected and can be user and need the resources such as text, picture, network linking, music, video and the position collected.

Based on this, in the session content that the communication user collects instant messaging application described in resource to be collected In the case where, it is instructed according to the collection that the communication user is submitted, the resource to be collected is collected to the instant messaging and is answered Collection in；It needs to browse or cache described in collection when collecting resource, in collection in the communication user In browse and can search the resource to be collected.

In resource collecting method in instant messaging provided by the present application, is browsing or searching to improve the communication user The browsing or search efficiency of Suo Suoshu resource to be collected, before being collected to the resource to be collected, by automatically extracting The keyword wait collect session segment belonging to resource, using the keyword as the collection mark of the resource to be collected Label, during being collected to the resource to be collected, by by the collection label and the resource to be collected together Collection facilitates in the case where communication user search, browsing or caching resource to be collected, is by the collection label The label to be collected can be quickly searched, the communication user search, browsing are improved or caches the resource to be collected Efficiency.

Specifically, during at least two communication users are talked using the instant messaging application, wherein one In the case that a communication user needs to collect the resource in session content, selection needs the resource collected that the collection is submitted to refer to It enables, is instructed according to the collection of the communication user, determined described in the session content that the communication user needs to collect Resource to be collected.

For example, communication user A and communication user B are being talked about clothing using two communication users of instant messaging application A Take the content of quotation, wherein communication user A is buyer, and communication user B is seller, and communication user A is asked about the shop communication user B The wardrobe of paving is offered, and communication user B has sent a clothes quotation list (text formatting) to communication user A, and communication is used Family A in order to prevent lose by the price list, is collected by using the collection function of instant messaging application A to the price list, root According to the collection instruction for receiving communication user A, firm offer list is resource to be collected.

Step 104: according to the resource to be collected session segment affiliated in the session content, in the session piece The keyword of the resource to be collected is extracted in section.

Specifically, above-mentioned provide according in the determining session content of the collection of communication user instruction wait collect On the basis of source, further, the resource to be collected session segment affiliated in the session content is determined, wherein institute The exchange content that session segment is setting number before and after the resource to be collected is stated, described in extracting in the session segment The keyword of resource to be collected.

On the basis of extracting the keyword of the resource to be collected in above-mentioned session segment, further, the present embodiment One or more embodiments in, by the type matching algorithm according to the resource for including in the session segment, so really The keyword of the fixed resource to be collected, specific embodiment are as described below:

Specifically, determine the corresponding resource type of resource for including in the session segment, selection and the resource type Matched algorithm extracts the keyword for the resource for including in the session segment, the resource that will include in the session segment Keyword of the keyword as the resource to be collected；Wherein, in the session segment comprising resource to be collected and with it is described The associated resource to be extracted of resource to be collected.By determining the corresponding resource type of the resource to be collected and described wait propose The resource type of resource is taken, selection extracts the resource for including in the session segment with the matched algorithm of each resource type respectively Keyword of the keyword as the resource to be collected.

When it is implemented, TF-IDF (term can be passed through in the case where the resource type is textual resources type Frequency-inverse document frequency) algorithm extracts the keyword in the textual resources of the session segment Keyword as the resource to be collected；In the case where the resource type is picture resource type, OCR can be passed through (Optical Character Recognition, optical character identification) extracts the key of the picture resource of the session segment Keyword of the word as the resource to be collected；It, can be according to chain in the case where the resource type is link resources type The webpage name connect is referred to as the keyword of the resource to be collected；In practical applications, though the session segment resource In the case where for any one resource in the resources such as textual resources, picture resource and link resources, to the textual resources, picture It, can be according to practical application scene selection pair during resource in the resources such as resource and link resources extracts keyword The algorithm and technology answered extract keyword of the keyword of the session segment as the resource to be collected, and the application exists This does not do any restriction.

It in addition to this, can be by the filename of file resource in the case where the resource type is file resource type The keyword of the referred to as described resource to be collected.In the case where the resource type is audio resource type, can first determine The audio content is converted to text information, then extracts keyword as described due-in to text information by audio content Hide the keyword of resource；Or in the case where the audio resource is absolute music, the musical instrument for playing out absolute music is determined, by this The name of musical instrument is referred to as the keyword of the resource to be collected, or the title of identification music, the name of music is referred to as described The keyword of resource to be collected.

For example, including the five sections of words and an identity card picture of communication user talk, the wherein identity in session segment Card picture is resource to be collected, and this five sections words are the description content of the identity card picture；Pass through selection and textual resources The algorithm matched carries out keyword extractions to this five sections words, and selection and the matched algorithm of picture resource to the identity card picture into Row keyword extraction determines that the keyword of textual resources is " identity card ", and the keyword of picture resource is " identity card ", then will The keyword of " identity card " as resource identity to be collected card picture.

According to the corresponding resource type of the resource for including in the session segment, selection and the matched calculation of the resource type Method extracts the keyword for the resource for including in the session segment, can be quick as the keyword of the resource to be collected It determines the resource type of the resource to be collected, determines keyword for the resource to be collected, it is convenient described in the subsequent collection The collection label of the resource to be collected can be quickly confirmed during wait collect resource.

On the basis of the resource for including in the above-mentioned determination session segment corresponding resource type, further, this In one or more embodiments of embodiment, in the case where the resource type includes textual resources type, described in extraction The keyword process of the corresponding textual resources of textual resources type, concrete implementation mode are as described below:

Specifically, in the case that the resource type in the session segment comprising resource includes textual resources type, it is first Word segmentation processing first is carried out to the corresponding textual resources of the textual resources type, multiple keys of the textual resources can be obtained Word, then the keyword score of each keyword is calculated, finally select the keyword of the highest textual resources of keyword score Keyword as the resource for including in the session segment.

Based on this, using the keyword of the highest textual resources of the keyword score as being wrapped in the session segment The keyword of the resource contained, can be using the keyword of the highest textual resources of the keyword score as described due-in Hide the keyword of resource.

When it is implemented, keyword of the multiple keywords for calculating the textual resources in the textual resources is commented Point, specific implementation is as described below: calculating the frequency and each keyword of each keyword in the textual resources and exists Weight in the textual resources, and the frequency of each keyword and corresponding weight are subjected to product, result of product is true It is set to the keyword score of each keyword.

Wherein, the frequency of each keyword in the textual resources specifically refers to each keyword in the text The number occurred in resource；Weight of each keyword in the textual resources refers to each keyword in the text The measurement of general importance in resource can pass through logarithm letter calculating weight of each keyword in the textual resources Several modes determines the weight of each keyword；For example, " ant " this word is in 1,000 articles in 10,000,000 articles Occurred, and determined that weight of " ant " this keyword in this ten million article was lg (10000000/ by logarithmic function 1000)=4.

In practical application, in the case where the session segment includes textual resources type, and the textual resources type Corresponding textual resources are " this is a fast-developing epoch ", as example, including in the determination session segment The keyword of resource is described, and by carrying out word segmentation processing to textual resources " this is a fast-developing epoch ", determines The keyword of textual resources is " quick ", " development " and " epoch ", and the frequency of each keyword is 1, and the weight of " quick " It is 0.2, the weight of " development " is 0.6, and the weight in " epoch " is 0.2, determines that the keyword score of " quick " is 0.2, " development " Keyword score be 0.6, the keyword score in " epoch " is 0.2, is determined as textual resources " this is one quick " development " The keyword of this section of words of the epoch of development ", the then keyword for the resource that session segment includes are " development ".

In addition to this, during the keyword for the textual resources for including in extracting the session segment, can also lead to TF-IDF or LDA document subject matter generation model is crossed to extract.Extract the key for the textual resources for including in the session segment The concrete mode of word can not be done herein according to the method for practical application scene selective extraction textual resources keyword, the application Any restriction.

In the case that resource type in the session segment includes textual resources type, by the textual resources Multiple keywords that word segmentation processing obtains the textual resources are carried out, the keyword score of each keyword are calculated, by keyword Score keyword of the highest keyword as the resource for including in the session segment, and institute can more accurately be determined by realizing State the keyword for the textual resources for including in session segment, and the mistake of the collection label in the subsequent determination resource to be processed Cheng Zhong can provide the selection of more collection labels for the communication user.

On the basis of the resource for including in the above-mentioned determination session segment corresponding resource type, further, this In one or more embodiments of embodiment, in the case where the resource type includes picture resource type, described in extraction The keyword process of the corresponding picture resource of picture resource type, concrete implementation mode are as described below:

Using the keyword of the text information as the keyword for the resource for including in the session segment；

If it is not, identifying the affiliated type of object in the picture resource, the affiliated type of the object is determined as described The keyword for the resource for including in session segment.

Specifically, in the case that the resource type in the session segment comprising resource includes picture resource type, it is first It first passes through and the corresponding picture resource of the picture resource type is identified, judged in the picture resource according to recognition result Whether include text information, if including text information in the picture resource, extract text information from the picture resource, And the keyword in the text information is extracted by semantic analysis algorithm, using the keyword of extraction as in the session segment The keyword for the resource for including；If not including text information in the picture resource, object in the picture resource is identified Affiliated type, using the type as the keyword for the resource for including in the session segment.

When it is implemented, the process that the text information for including in picture resource is identified, can be identified by OCR Technology carries out the text information in identification picture resource.

Also, in the case where not including text information in the picture resource, illustrate that the picture resource may be one The picture of the types such as Zhang Jianzhu picture, cuisines picture, scenery picture and personage's picture may not have text in these pictures Word information, then can be by identifying the object for including in these pictures, using the type of the object of identification as the meeting The keyword for the resource for including in words segment；For example, the cuisines are a watermelon in a cuisines picture resource, and And not there is no text information in the cuisines picture resource, by identifying that the classification of the cuisines picture is fruit picture, then by " water Fruit picture " can be used as the keyword for collecting the cuisines picture.

In addition to this, in some pictures there are in the case where LOGO (logo), LOGO belongs to text information, exists in identification It when the picture of LOGO, may be identified LOGO as text information, determine that the keyword of the picture will will appear in this way Inaccuracy situation the region in picture there are LOGO can be cut in order to avoid this is happened, then to cutting after Picture identified, greatly enhance recognition accuracy.

In practical application, in the case where the session segment includes picture resource type, and the picture resource type Corresponding picture resource is the picture of a business license, as example, the resource for including in the determination session segment Keyword is described, and by identifying to the picture resource, determines that there are text informations in the business license picture, extract Text information in the business license picture resource, text information include " business license ", " title ", " type ", " manage model Enclose ", it determines that keyword is " business license " by semantic analysis algorithm, " business license " is determined as to the key of the picture resource Word, the then keyword for the resource that session segment includes are " business license ".

In the case that resource type in the session segment includes picture resource type, by the picture resource It is identified, is judged whether comprising text information in the picture resource, if in the picture resource including the feelings of text information Under condition, the text information analysis is handled by semantic analysis algorithm, the keyword of acquisition in the session segment as wrapping The keyword of the picture resource contained realizes the key that can more accurately determine the picture resource for including in the session segment Word, and during the collection label of the subsequent determination resource to be processed, it can be provided more for the communication user Collection label selection.

On the basis of the resource for including in the above-mentioned determination session segment corresponding resource type, further, this In one or more embodiments of embodiment, in the case where the resource type includes link resources type, described in extraction The keyword process of the corresponding link resources of link resources type, concrete implementation mode are as described below:

Specifically, in the case that the resource type in the session segment comprising resource includes link resources type, it will Keyword of the domain name of link resources as the resource for including in the session segment, the link resources can be Link resources, the domain name such as the link of one website or the link of a Dropbox are an IP address in link resources Domain name；For example, www.123.com is a domain name, corresponding IP address is 208.80.152.2, and the domain name of the website is A knowledge knowledge network can be converted into the IP address convenient for machine recognition by searching for A knowledge knowledge network from www.123.com 208.80.152.2.Based on this, using A knowledge knowledge network as the keyword of the link resources, and then by domain name A knowledge knowledge network Keyword as the link resources for including in affiliated session segment.

When it is implemented, the name of the enterprise can be referred to as domain name in the network linking resource of an enterprise, into And determine that the keyword of the network linking resource of the enterprise is the title of the enterprise, in the feelings for collecting the enterprise network link resources Under condition, collection label can be the title of the enterprise.

In practical application, in the case where the session segment includes link resources type, and the link resources type Corresponding link resources are www.123.com, which is the network linking resource of B enterprise, as example, to determining institute The keyword for stating the resource for including in session segment is described, right in the case where determining link resources is www.123.com The domain name answered is B enterprise, " B enterprise " is determined as the keyword of the link resources, then the resource that session segment includes Keyword is " B enterprise ".

In the case that resource type in the session segment includes link resources type, by obtaining link resources Keyword of the domain name as the link resources for including in the session segment, the meeting can more accurately be determined by realizing The keyword for the link resources for including in words segment, and the process of the collection label in the subsequent determination resource to be processed In, the selection of more collection labels can be provided for the communication user.

In one or more embodiments of the present embodiment, include the case where video resource type in the resource type Under, the selection and the matched algorithm of the resource type extract the keyword for the resource for including in the session segment, wrap It includes:

If so, identifying type of action belonging to the object moved in the video resource, and the type of sports is determined Keyword for the resource for including in the session segment；

If it is not, it is without any processing, or can be according to the chat in instant communication applications about video resource Content determines the keyword of the video resource, and then determines the keyword for the resource for including in the session segment.

Specifically, in the case that the resource type in the session segment comprising resource includes video resource type, it is first The video image of adjacent two frame in the corresponding video resource of the video resource type is first obtained, then calculates adjacent two frames video The gray level image difference of image judges whether to be greater than the first predetermined movement threshold value and less than the second predetermined movement according to the difference Threshold value, the first predetermined movement threshold value are to judge that whether object occurs movement in the video resource, and it is default to be greater than described first Movement threshold then illustrates the object of which movement in video resource, and the second predetermined movement threshold value is to judge object in the video resource Whether another object is become, and it is another then to illustrate that the object in video resource is unchanged as less than the second predetermined movement threshold value A object；Illustrate that video provides if the difference is greater than the first predetermined movement threshold value and less than the second predetermined movement threshold value based on this It is that an object is moving in source, then the affiliated type of sports of the object of the movement is identified, using the type of sports as described in The keyword for the resource for including in session segment if the difference is less than or equal to first movement threshold, or is greater than Second movement threshold, illustrate the object in video resource do not move or video in visual angle change from an object For the visual angle of another object, then the type of object can be identified, using the type of the object as in the session segment The keyword for the resource for including.

Wherein, the first predetermined movement threshold value is less than the second predetermined movement threshold value, and described first is default Movement threshold and the second predetermined movement threshold value are set according to practical application scene, and the application does not do any limit herein It is fixed.

Herein, the keyword for the corresponding video resource of video resource type for including in it can not determine the session segment In the case where, the video in the session segment included money can be referred to as according to the name for the communication user for sending the video resource The keyword in source；In addition to this it is possible to use phone number, remarks title of communication user for sending video resource etc. as institute The keyword for stating the video resource for including in session segment does not do any restriction to this application.

In practical application, in the case where the session segment includes video resource type, the video resource type pair The video resource answered is the video of one section of people running, as example, the resource for including in the determination session segment Keyword is described, and obtains and appoints two adjacent frame video images in this section of video resource, determines two adjacent frames according to calculating The gray level image difference of video image is greater than the first predetermined movement threshold value and less than the second predetermined movement threshold value, identifies that this section regards The affiliated type of sports of moving object is running in frequency resource, and " running " is determined as to the keyword of this section of video resource, then can The keyword for the resource that words segment includes is " running ".

In the case that resource type in the session segment includes video resource type, by obtaining video resource The video pictures of adjacent two frame, judge whether the gray scale difference value of adjacent two frame video image is greater than the first predetermined movement threshold value And it is less than the second predetermined movement threshold value, if so, the affiliated type of sports of moving object in the video resource is true It is set to the keyword of the video resource in the session segment included, realizing can more accurately determine in the session segment The keyword for the video resource for including, and during the collection label of the subsequent determination resource to be processed, Neng Gouwei The communication user provides the selection of more collection labels.

On the basis of the above-mentioned keyword for extracting the resource to be collected in the session segment, further, this In one or more embodiments of embodiment, by determining resource to be extracted associated with the resource to be collected, for institute Resource type matching algorithm belonging to resource to be extracted is stated, and then determines the keyword of resource to be collected, concrete implementation mode It is as described below:

Specifically, determine the resource to be extracted associated with the resource to be collected in the session segment, it is described Resource to be extracted can be communication user in instant messaging application to the description content of the resource to be collected either The session content linked up between communication user；Based on this, according to resource type belonging to the resource to be extracted, selection with it is described The matched algorithm of the resource type of resource to be extracted extracts keyword to the resource to be extracted, by the key of extraction Keyword of the word as the resource to be collected.

It herein, include picture resource, textual resources, link resources, video money in the resource type of the resource to be extracted In the case where the resource types such as source, the process of the keyword of the resource to be extracted is extracted, may refer to above-mentioned in the session Resource in segment includes the process that the resource types such as picture resource, textual resources, link resources, video resource extract keyword Description content, the application do not repeating herein.

On the basis of the above-mentioned keyword for extracting the resource to be collected in the session segment, further, this In one or more embodiments of embodiment, in the case where in the session segment only including resource to be collected, institute is determined The keyword of resource to be collected is stated, concrete implementation mode is as described below:

Specifically, in the case where only including the resource to be collected in the session segment, it is first determined described due-in The resource type of hiding resource is finally mentioned according to matched algorithm further according to the resource type matching algorithm of the resource to be collected Take the keyword of the resource to be collected as the keyword of the resource to be collected.

It herein, is the resource types such as picture resource, textual resources, link resources or video resource in the resource to be collected In the case where, the process of the keyword of the resource to be collected is extracted, may refer to the above-mentioned resource in the session segment The description content of the process of keyword is extracted including resource types such as picture resource, textual resources, link resources, video resources, The application is not repeating herein.

During extracting the resource to be collected in the session segment, can include according in the session segment Resource type matching algorithm, and then the keyword for extracting the resource for including in the session segment is realized, by the session Keyword of the keyword for the resource for including in segment as the resource to be collected is realized described logical in the process Interrogate user collection resource to be collected be any type resource in the case where, can automatically generate with it is described resource matched wait collect Keyword, and the collection label as resource to be collected described in subsequent collection improves the experience effect of the communication user.

On the basis of the keyword of the resource to be collected described in the above-mentioned determination, further, one or more of the present embodiment In a embodiment, determine the keyword of the resource to be collected there are it is multiple in the case where, need according to communication use The selection instruction at family selects a keyword as the keyword of the resource to be collected, and concrete implementation mode is as described below:

Specifically, the keyword of the resource to be collected there are it is multiple in the case where, it is understood that there may be some keywords with The incidence relation of the resource to be collected is not strong enough, in the case, by calculating the word frequency of each keyword, and will calculate word Keyword after frequency is ranked up according to the size sequence from high to low of word frequency, with successively since the highest keyword of word frequency The mode successively decreased selects the keyword building keyword set of setting number, will set number present in the keyword set Keyword be pushed to the communication user, in the case where the communication user collects the resource to be collected, according to institute The selection instruction for stating communication user, select in the keyword set there are at least one keyword as described wait collect money The keyword in source.

In practical application, in case where the resource to be collected of communication user collection is textual resources, to for institute The process for stating resource selection keyword to be collected is described, wherein communication user collection resource text resource to be collected be One article about football, the keyword extracted include " football ", " score ", " time ", " football report ", " home court ", " visiting field ", " coach " and " sportsman " respectively obtains " football " word by calculating the frequency of each keyword in the football article Frequency is 0.2, and " score " word frequency is 0.25, and " time " word frequency is 0.1, and " football report " word frequency is 0.6, and " home court " word frequency is 0.3, " visiting field " word frequency is 0.3, and " coach " word frequency is 0.28, and " sportsman " word frequency is 0.29, is carried out according to the size of word frequency to keyword Sequence, key sequence after sequence is " football report ", " home court ", " home court ", " sportsman ", " coach ", " score ", " enough Ball ", " time " select 3 keyword building keyword sets, then keyword set is combined into (football report, home court, visiting field), will This 3 keywords are pushed to the communication user for collecting the football article, and according to the selection instruction of communication user, have selected " foot Keyword of the ball report " as the football article.

In the resource to be collected there are in the case where multiple keywords, can select to set according to the word frequency of each keyword Fixed number purpose keyword constructs keyword set, is pushed to the communication user, realizing can provide for the communication user More selections allow the communication user to select one or more keywords as described in the keyword set The keyword of resource to be collected can deepen the communication and use during the resource to be collected of communication user selection Memory of the family to the keyword of the resource to be collected.

The resource to be collected described in the above-mentioned determination is there are on the basis of multiple keywords, further, the one of the present embodiment In a or multiple embodiments, before the word frequency for calculating each keyword, need to construct keyword character library, concrete implementation side Formula is as described below:

Specifically, the keyword of the resource to be collected there are it is multiple in the case where, based on the resource to be collected Multiple keywords create keyword character library, and the keyword character library can be the database for storing the keyword, or number According to dictionary, then calculate the word frequency of each keyword in the keyword character library；Based on this, the keyword character library it is preferred The mode for storing keyword is stored by keyword dictionary, by the way that the multiple keyword is created keyword dictionary, Convenient use in the follow-up process, and real-time dilatation can be carried out, memory space is distributed automatically.

Step 106: using the keyword as the collection label of the resource to be collected, the resource to be collected being carried out Collection.

Specifically, on the basis of by the keyword of resource to be collected described in above-mentioned determination, it further, will be described due-in Collection label of the keyword of resource as the collection resource to be collected is hidden, in the case where collecting the resource to be collected, The collection label and the resource to be collected are collected together, and be collected in instant messaging application it is described to Collect the collection label of the mark of resource.

The resource to be collected described in the above-mentioned determination passes through the selection of the communication user there are in the case where multiple keywords Instruction, on the basis of selecting keyword of the keyword as the resource to be collected in the keyword set, further, In one or more embodiments of the present embodiment, collection label is selected according to selection instruction, specific implementation is as described below:

Specifically, selecting the keyword for including in the keyword set to make according to the selection instruction of the communication user For the collection label of the resource to be collected, the resource to be collected is collected.

It in addition to this, include simultaneously textual resources, picture resource, video resource, link resources etc. in the session segment In the case where more resources, and the corresponding keyword of determining each resource determines in the case where failing, can be according to session piece The session content of communication user described in section determines that the keyword of resource to be collected avoids communication user from receiving in the case The case where hiding is described when collecting resource, no available collection label occurs.

Also, in the case where the communication user collects the resource to be collected, if recommending the communication user Needed for collection label has no the communication user, the communication user can be in the collection for collecting the resource to be collected In, it carries out manual editing and collects label, the collection label as the resource to be collected.

It is still one about football with the textual resources of the resource to be collected of above-mentioned communication user collection in practical application For article, the process collected to selection collection label to the resource to be collected is described, wherein keyword set For (football report, home court, visiting field), the selection instruction of communication user is to select " football report " as the key of the football article Word, then during collecting the football article, communication user selects the collection label of " football report " as the football article, The football article is collected.

During collecting the resource to be collected, multiple collection marks to be selected can be provided for the communication user Label, the communication user can choose and wait collect resource matched collection label as the collection for collecting the resource to be collected Label collects the resource to be collected, and has deepened communication user collection collection mark when collecting resource The memory of label.

On the basis of collecting to the resource to be collected, further, the one or more of the present embodiment implement In mode, in the case where the communication user needs to cache the resource to be collected, specific implementation is as described below:

Specifically, the resource to be collected for carrying the collection label is stored to network data base, the network data Library is the database that collection function in instant messaging application stores resource to be collected, and is based on this, the communication user is logical In the case where crossing collection label and inquire resource to be collected in instant messaging application, collection label that communication user is provided Matched with the collection label in network data base, by the resource to be collected of the collection tag match provided with communication user into Row caching, then the resource to be collected cached is needed for the communication user.

Resource collecting method in instant messaging provided by the present application collects the feelings of the resource to be collected in communication user Under condition, keyword is extracted according to the session content in instant messaging application, using the keyword of extraction as described wait collect The collection label of resource, and there are multiple keywords, it can be pushed for the communication user multiple wait select Collection label at least one collection in multiple collection labels to be selected is selected according to the selection instruction of the communication user Label is providing multiple collection labels to be selected as the collection label for collecting the resource to be collected for the communication user In the case where, the process of a selection collection label is increased for the communication user, can deepen communication user to the receipts The memory for hiding label, improves the experience effect of communication user, by automatically generating collection label to the resource to be collected, The collection label is collected when collecting resource and collecting together to described, facilitates and is searched in the communication user When collecting resource, according to collection label can search resource to be collected, improve communication user search for or browse it is due-in Hide efficiency when resource.

Following combination attached drawings 2 and attached drawing 3, with the resource collecting method in instant messaging provided by the present application in collection picture For the application of resource, the resource collecting method in the instant messaging is further described.Wherein, Fig. 3 shows this The processing schematic for applying for the resource collection process in a kind of instant messaging of embodiment offer, specifically includes Fig. 3 (a) and figure 3(b)；The process flow diagram of resource collection process in a kind of instant messaging provided Fig. 2 shows one embodiment of the application, tool Body step includes step 202 to step 224.

Step 202: the resource to be collected in the session content for determining instant messaging application is instructed according to the collection of user A.

Determined referring to Fig. 3 (a), user A needs the screenshot of associate's list, user B according to the demand of user A, The screenshot that an associate is sent to user A, after sending screenshot, user B illustrates that picture is associate's name to user A Single screenshot, the thanks that user A indicates this.

Based on this, user A in order to prevent lose by associate's list screenshot, collects to staff list screenshot, then public Department's staff list screenshot is resource to be collected.

Step 204: determine that resource to be collected is picture resource type according to the session content of user A and user B, and it is due-in The hiding associated resource to be extracted of resource is textual resources type.

Step 206: word segmentation processing being carried out to textual resources, obtains multiple keywords of textual resources.

It being determined referring to Fig. 3 (a), textual resources include: " the staff list screenshot an of company is sent to me ", " it is good, it asks Wait ", " you check down that this is the staff list screenshot of company ", " good, having what problem, I is looking for you, thanks " and " no It is courteous ".

Based on this, word segmentation processing is carried out to textual resources, the keyword for obtaining textual resources includes: " company ", " personnel's name It is single ", " screenshot " and " problem ".

Step 208: calculating the keyword score of multiple keywords of textual resources.

Specifically, the keyword of textual resources includes: " company ", " staff list ", " screenshot " and " problem ".

Based on this, the keyword score of " company " is 0.4, and the keyword score of " staff list " is 0.8, the pass of " screenshot " Keyword scoring is 0.5, and the keyword score of " problem " is 0.1.

Step 210: selecting keyword of the highest keyword of keyword score as resource to be extracted.

Specifically, the keyword score that the keyword score of textual resources is " company " is 0.4, the key of " staff list " Word scoring is 0.8, and the keyword score of " screenshot " is 0.5, and the keyword score of " problem " is 0.1.

Based on this, the highest keyword of keyword score is " staff list ", then is determined as " staff list " to be extracted The keyword of resource.

Step 212: identification picture resource determines in picture resource comprising text information.

Determined referring to Fig. 3 (a), picture resource be associate's list screenshot (in instant communication applications, transmission Format size list picture size as shown in Fig. 3 (a) of picture, when opening the staff list picture, it will show whole The content of picture), wherein text information includes name: first ... phone: 123 ... departments: Human Resources Department ..., by picture Resource opens the details that will show company other staff, and the application is no longer described in detail herein.

Step 214: being analyzed and processed by text information of the semantic analysis algorithm to picture resource, obtain text information Keyword.

Specifically, being analyzed and processed by semantic analysis algorithm to text information, the keyword packet of text information is obtained It includes: " name ", " phone " and " department ".

Step 216: using the keyword of text information as the keyword of resource to be collected.

Specifically, resource to be collected is picture resource, the keyword of picture resource is " name ", " phone " and " department ".

Based on this, the keyword of resource to be collected includes: " name ", " phone " and " department ".

Step 218: the keyword of acquisition being integrated, and calculates the word frequency of each keyword.

Specifically, the keyword after integration includes: " staff list ", " name ", " phone " and " department ".

Based on this, the word frequency of each keyword is calculated separately, the word frequency of " staff list " is 0.7, and the word frequency of " name " is 0.5, the word frequency of " phone " is 0.4, and the word frequency of " department " is 0.2.

Step 220: successively selecting three keywords as collection mark to be selected since the word frequency of keyword is highest Label.

Specifically, determining that highest three keywords of word frequency are " staff list ", " surname according to the word frequency of each keyword Name " and " phone ".

Based on this, " staff list ", " name " and " phone " is pushed to user A for it as collection label to be selected Selection.Referring to Fig. 3 (b), after user A submits collection instruction, illustrated in the conversation page of instant communication applications three to The collection label of selection.

Step 222: according to the selection instruction of user A, selecting the collection label of " staff list " as resource to be collected.

Specifically, the selection instruction according to user A in instant communication applications, has selected three to collect in label wait select " staff list ", as the collection label of associate's list screenshot.

Step 224: the resource to be collected for carrying collection label " staff list " is collected.

Resource collecting method in instant messaging provided by the present application, in the case where user collects resource to be collected, root According to instant messaging apply in session content extract keyword, using the keyword of extraction as the collection label of resource to be collected, And there are multiple keywords, multiple collection labels to be selected can be pushed for user, according to the choosing of user Instruction is selected, at least one in multiple collection labels to be selected is selected to collect label as the collection mark for collecting resource to be collected Label increase the mistake that label is collected in a selection in the case where providing multiple collection labels to be selected for user for user Journey can deepen memory of the user to collection label, improve the experience effect of communication user, automatic by treating collection resource Collection label is generated, collection label is collected together when treating collection resource and being collected, facilitates and is searched in user When collecting resource, according to collection label can search resource to be collected, improve communication user search for or browse it is due-in Hide efficiency when resource.

It is corresponding with above method embodiment, present invention also provides the resource holding device fo embodiment in instant messaging, Fig. 4 shows the structural schematic diagram of the resource holding device fo in a kind of instant messaging of one embodiment of the application offer.Such as Fig. 4 institute Show, which includes:

It determines resource module 402 to be collected, is configured as instructing determining instant messaging application according to the collection of communication user Session content in resource to be collected；

Keyword module 404 is extracted, the meeting affiliated in the session content according to the resource to be collected is configured as Segment is talked about, the keyword of the resource to be collected is extracted in the session segment；

Resource module 406 to be collected is collected, is configured as using the keyword as the collection mark of the resource to be collected Label, collect the resource to be collected.

In an optional embodiment, the extraction keyword module 404, comprising:

First determines resource type unit, is configured as according to described wait collect the session segment belonging to resource, really The corresponding resource type of resource for including in the fixed session segment；

Keyword unit is extracted, selection and the matched algorithm of the resource type is configured as, extracts the session segment In include resource keyword；

First determines keyword unit, is configured as the keyword for the resource for including in the session segment as described in The keyword of resource to be collected.

In an optional embodiment, in the case where the resource type includes textual resources type, the extraction is closed Keyword unit, comprising:

Word segmentation processing submodule is configured as carrying out word segmentation processing to the corresponding textual resources of the textual resources type, Obtain multiple keywords of the textual resources；

Keyword score submodule is calculated, the multiple keywords for being configured as calculating the textual resources are provided in the text Keyword score in source；

First determines keyword submodule, is configured as the key of the highest textual resources of the keyword score Keyword of the word as the resource for including in the session segment.

In an optional embodiment, in the case where the resource type includes picture resource type, the extraction is closed Keyword unit, comprising:

It identifies submodule, is configured as identifying the corresponding picture resource of the picture resource type, according to identification As a result whether judge in the picture resource comprising text information；

If so, text information submodule is extracted in operation；

The extraction text information submodule, is configured as extracting the text information from the picture resource, and lead to It crosses semantic analysis algorithm to be analyzed and processed the text information, obtains the keyword of the text information；

Second determines keyword submodule, is configured as using the keyword of the text information as in the session segment The keyword for the resource for including；

In an optional embodiment, in the case where the resource type includes link resources type, the extraction is closed Keyword unit, comprising:

It determines domain name submodule, is configured as determining institute according to the corresponding link resources of the link resources type State the domain name of link resources；

Third determines keyword submodule, is configured as using the domain name as the money for including in the session segment The keyword in source.

In an optional embodiment, in the case where the resource type includes video resource type, the extraction is closed Keyword unit, comprising:

Video image submodule is obtained, is configured as obtaining adjacent two in the corresponding video resource of the video resource type The video image of frame；

Calculating difference submodule is configured as calculating the difference of the gray level image of the video image of adjacent two frame, and Judge whether the difference is greater than the first predetermined movement threshold value and less than the second predetermined movement threshold value；

If so, operation the 4th determines keyword submodule；

Described 4th determines keyword submodule, is configured as identifying belonging to the object moved in the video resource and moving Make type, and the keyword for the resource that the type of sports is determined as in the session segment including.

In an optional embodiment, the extraction keyword module 404, comprising:

It determines resource unit to be extracted, is configured as being determined according to described wait collect the session segment belonging to resource Resource to be extracted associated with the resource to be collected in the session segment；

Selection algorithm unit is configured as the resource type according to belonging to the resource to be extracted, selection and the resource The algorithm of type matching extracts the keyword to the resource to be extracted；

Second determines keyword unit, is configured as the keyword for the resource to be extracted that will be extracted as described due-in Hide the keyword of resource.

In an optional embodiment, the extraction keyword module 404, comprising:

Second determines resource type unit, is configured as according to described wait collect the session segment belonging to resource, really The fixed session segment be it is described wait collect resource in the case where, determine the resource type of the resource to be collected；

Third determines keyword unit, is configured as resource type selection and the resource based on the resource to be collected The algorithm of type matching extracts keyword to the resource to be collected, the keyword as the resource to be collected.

Resource holding device fo in an optional embodiment, in the instant messaging, further includes:

Calculate word frequency module, be configured as the keyword of the resource to be collected there are it is multiple in the case where, calculate every The word frequency of a keyword；

Construct keyword set module, be configured as according to each keyword word frequency from high to low sequential selection setting The keyword of number constructs keyword set；

Keyword module is selected, the selection instruction according to the communication user is configured as, selects the keyword set In include keyword of the keyword as the resource to be collected.

It is described to collect resource module 406 to be collected and be configured in an optional embodiment:

In an optional embodiment, the calculating word frequency module, comprising:

Create key word character library unit, be configured as the keyword of the resource to be collected there are it is multiple in the case where, Multiple keywords based on the resource to be collected create keyword character library；

Word frequency unit is calculated, is configured as calculating the word frequency for each keyword for including in the keyword character library.

Memory module is configured as storing the resource to be collected for carrying the collection label to network data Library；

Matching module is configured as in the case where the communication user inquires the resource to be collected, according to described logical The collection label that the inquiry instruction of news user carries matches in the network data base；

Cache module is configured as the collection tag match that will be carried in the network data base with the inquiry instruction Resource to be collected is cached.

In resource holding device fo in instant messaging provided by the present application, the resource to be collected is collected in communication user In the case of, keyword is extracted according to the session content in instant messaging application, using the keyword of extraction as described due-in The collection label of resource is hidden, and there are multiple keywords, can be pushed for the communication user multiple to be selected The collection label selected selects at least one receipts in multiple collection labels to be selected according to the selection instruction of the communication user Label is hidden as the collection label for collecting the resource to be collected, is providing multiple collection marks to be selected for the communication user In the case where label, the process of a selection collection label is increased for the communication user, can deepen communication user to described The memory for collecting label, improves the experience effect of communication user, by automatically generating collection label to the resource to be collected, The collection label is collected when collecting resource and collecting together to described, facilitates and is searched in the communication user Rope when collecting resource, according to collection label can search resource to be collected, improve communication user search for or browse to Collect efficiency when resource.

The exemplary scheme of resource holding device fo in a kind of above-mentioned instant messaging for the present embodiment.It needs to illustrate It is the technology of the resource collecting method in the technical solution of the resource holding device fo in the instant messaging and above-mentioned instant messaging Scheme belongs to same design, the detail content that the technical solution of the resource holding device fo in instant messaging is not described in detail, Referring to the description of the technical solution of the resource collecting method in above-mentioned instant messaging.

Fig. 5 shows a kind of structural block diagram of the calculating equipment 500 provided according to one embodiment of the application.The calculating equipment 500 component includes but is not limited to memory 510 and processor 520.Processor 520 is connected with memory 510 by bus 530 It connects, database 550 is for saving data.

Calculating equipment 500 further includes access device 540, access device 540 enable calculate equipment 500 via one or Multiple networks 560 communicate.The example of these networks includes public switched telephone network (PSTN), local area network (LAN), wide area network (WAN), the combination of the communication network of personal area network (PAN) or such as internet.Access device 540 may include wired or wireless One or more of any kind of network interface (for example, network interface card (NIC)), such as IEEE802.11 wireless local area Net (WLAN) wireless interface, worldwide interoperability for microwave accesses (Wi-MAX) interface, Ethernet interface, universal serial bus (USB) connect Mouth, cellular network interface, blue tooth interface, near-field communication (NFC) interface, etc..

In one embodiment of the application, unshowned other component can also in above-mentioned and Fig. 5 of calculating equipment 500 To be connected to each other, such as pass through bus.It should be appreciated that calculating device structure block diagram shown in fig. 5 is merely for the sake of exemplary Purpose, rather than the limitation to the application range.Those skilled in the art can according to need, and increase or replace other component.

Calculating equipment 500 can be any kind of static or mobile computing device, including mobile computer or mobile meter Calculate equipment (for example, tablet computer, personal digital assistant, laptop computer, notebook computer, net book etc.), movement Phone (for example, smart phone), wearable calculating equipment (for example, smartwatch, intelligent glasses etc.) or other kinds of shifting Dynamic equipment, or the static calculating equipment of such as desktop computer or PC.Calculating equipment 500 can also be mobile or state type Server.

Wherein, processor 520 is for executing following computer executable instructions:

Optionally, the resource to be collected according to session segment affiliated in the session content, in the meeting After talking about the keyword instruction execution for extracting the resource to be collected in segment, it is described using the keyword as described in wait collect The collection label of resource, before carrying out collection instruction execution to the resource to be collected, processor 520 is also used to execute following meter Calculation machine executable instruction:

Optionally, described using the keyword as the collection label of the resource to be collected, to the resource to be collected After carrying out collection instruction execution, processor 520 is also used to execute following computer executable instructions:

A kind of exemplary scheme of above-mentioned calculating equipment for the present embodiment.It should be noted that the skill of the calculating equipment The technical solution of resource collecting method in art scheme and above-mentioned instant messaging belongs to same design, calculates the technical side of equipment The detail content that case is not described in detail may refer to retouching for the technical solution of the resource collecting method in above-mentioned instant messaging It states.

One embodiment of the application also provides a kind of computer readable storage medium, is stored with computer instruction, the instruction To be used for when being executed by processor:

A kind of exemplary scheme of above-mentioned computer readable storage medium for the present embodiment.It should be noted that this is deposited The technical solution of resource collecting method in the technical solution of storage media and above-mentioned instant messaging belongs to same design, and storage is situated between The detail content that the technical solution of matter is not described in detail may refer to the technology of the resource collecting method in above-mentioned instant messaging The description of scheme.

It is above-mentioned that the application specific embodiment is described.Other embodiments are within the scope of the appended claims. In some cases, the movement recorded in detail in the claims or step can be executed according to the sequence being different from embodiment And desired result still may be implemented.In addition, process depicted in the drawing not necessarily require the particular order shown or Person's consecutive order is just able to achieve desired result.In some embodiments, multitasking and parallel processing are also possible Or it may be advantageous.

The computer instruction includes computer program code, the computer program code can for source code form, Object identification code form, executable file or certain intermediate forms etc..The computer-readable medium may include: that can carry institute State any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic disk, CD, the computer storage of computer program code Device, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), Electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that the computer-readable medium include it is interior Increase and decrease appropriate can be carried out according to the requirement made laws in jurisdiction with patent practice by holding, such as in certain jurisdictions of courts Area does not include electric carrier signal and telecommunication signal according to legislation and patent practice, computer-readable medium.

It should be noted that for the various method embodiments described above, describing for simplicity, therefore, it is stated as a series of Combination of actions, but those skilled in the art should understand that, the application is not limited by the described action sequence because According to the application, certain steps can use other sequences or carry out simultaneously.Secondly, those skilled in the art should also know It knows, the embodiments described in the specification are all preferred embodiments, and related actions and modules might not all be this Shen It please be necessary.

In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment Point, it may refer to the associated description of other embodiments.

The application preferred embodiment disclosed above is only intended to help to illustrate the application.There is no detailed for alternative embodiment All details are described, are not limited the invention to the specific embodiments described.It obviously, can according to present context It makes many modifications and variations.The application chooses and specifically describes these embodiments, is the original in order to preferably explain the application Reason and practical application, so that skilled artisan be enable to better understand and utilize the application.The application is only authorized The limitation of sharp claim and its full scope and equivalent.

Claims

1. the resource collecting method in a kind of instant messaging characterized by comprising

According to the resource to be collected session segment affiliated in the session content, in the session segment described in extraction The keyword of resource to be collected；

2. the method according to claim 1, wherein the resource to be collected according to is in the session content In belonging to session segment, the keyword of the resource to be collected is extracted in the session segment, comprising:

According to described wait collect the session segment belonging to resource, the corresponding money of the resource for including in the session segment is determined Source Type；

3. according to the method described in claim 2, it is characterized in that, including the case where textual resources type in the resource type Under, the selection and the matched algorithm of the resource type extract the keyword for the resource for including in the session segment, wrap It includes:

Word segmentation processing is carried out to the corresponding textual resources of the textual resources type, obtains multiple keys of the textual resources Word；

Using the keyword of the highest textual resources of the keyword score as the resource for including in the session segment Keyword.

4. according to the method described in claim 2, it is characterized in that, including the case where picture resource type in the resource type Under, the selection and the matched algorithm of the resource type extract the keyword for the resource for including in the session segment, wrap It includes:

The corresponding picture resource of the picture resource type is identified, judged according to recognition result be in the picture resource No includes text information；

If so, extract the text information from the picture resource, and by semantic analysis algorithm to the text information into Row analysis processing, obtains the keyword of the text information；

5. according to the method described in claim 2, it is characterized in that, including the case where link resources type in the resource type Under, the selection and the matched algorithm of the resource type extract the keyword for the resource for including in the session segment, wrap It includes:

6. according to the method described in claim 2, it is characterized in that, including the case where video resource type in the resource type Under, the selection and the matched algorithm of the resource type extract the keyword for the resource for including in the session segment, wrap It includes:

The difference of the gray level image of the video image of adjacent two frame is calculated, and it is default to judge whether the difference is greater than first Movement threshold and less than the second predetermined movement threshold value；

If so, identifying type of action belonging to the object moved in the video resource, and the type of sports is determined as institute State the keyword for the resource for including in session segment.

7. the method according to claim 1, wherein the resource to be collected according to is in the session content In belonging to session segment, the keyword of the resource to be collected is extracted in the session segment, comprising:

According to described wait collect the session segment belonging to resource, determine in the session segment with the resource phase to be collected Associated resource to be extracted；

According to resource type belonging to the resource to be extracted, selection is with the matched algorithm of the resource type to described to be extracted Resource extracts the keyword；

8. the method according to claim 1, wherein the resource to be collected according to is in the session content In belonging to session segment, the keyword of the resource to be collected is extracted in the session segment, comprising:

According to described wait collect the session segment belonging to resource, determine that the session segment is the feelings of the resource to be collected Under condition, the resource type of the resource to be collected is determined；

Resource type selection based on the resource to be collected is with the matched algorithm of the resource type to the resource to be collected Keyword is extracted, the keyword as the resource to be collected.

9. the method according to claim 1, wherein the resource to be collected according to is in the session content In belonging to session segment, extracted in the session segment resource to be collected keyword step execute after, it is described Using the keyword as the collection label of the resource to be collected, collection step is carried out to the resource to be collected and executes it Before, further includes:

According to the selection instruction of the communication user, select the keyword for including in the keyword set as described wait collect The keyword of resource.

10. according to the method described in claim 9, it is characterized in that, described using the keyword as the resource to be collected Collection label, the resource to be collected is collected, comprising:

Select the keyword for including in the keyword set as the collection of the resource to be collected according to the selection instruction Label collects the resource to be collected.

11. according to the method described in claim 9, it is characterized in that, the keyword in the resource to be collected is in the presence of more In the case where a, the word frequency of each keyword is calculated, comprising:

The keyword of the resource to be collected there are it is multiple in the case where, based on the resource to be collected multiple keywords wound Build keyword character library；

12. the method according to claim 1, wherein described using the keyword as the resource to be collected Collection label, to the resource to be collected carry out collection step execute after, further includes:

In the case where the communication user inquires the resource to be collected, carried according to the inquiry instruction of the communication user Collection label is matched in the network data base；

The resource to be collected of the collection tag match carried in the network data base with the inquiry instruction is cached.

13. the resource holding device fo in a kind of instant messaging characterized by comprising

It determines resource module to be collected, is configured as being instructed in the session for determining instant messaging application according to the collection of communication user Resource to be collected in appearance；

Keyword module is extracted, the session segment affiliated in the session content according to the resource to be collected is configured as, The keyword of the resource to be collected is extracted in the session segment；

Resource module to be collected is collected, is configured as using the keyword as the collection label of the resource to be collected, to institute Resource to be collected is stated to be collected.

14. a kind of calculating equipment characterized by comprising

Memory and processor；

The memory is for storing computer executable instructions, and for executing, the computer is executable to be referred to the processor It enables:

15. a kind of computer readable storage medium, is stored with computer instruction, which is characterized in that the instruction is held by processor The step of resource collecting method in instant messaging described in claim 1 to 12 any one is realized when row.