CN106960046B - Picture recommendation method and terminal - Google Patents
Picture recommendation method and terminal Download PDFInfo
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- CN106960046B CN106960046B CN201710202044.6A CN201710202044A CN106960046B CN 106960046 B CN106960046 B CN 106960046B CN 201710202044 A CN201710202044 A CN 201710202044A CN 106960046 B CN106960046 B CN 106960046B
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- G06—COMPUTING; CALCULATING OR COUNTING
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/54—Browsing; Visualisation therefor
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
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- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
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Abstract
The invention discloses a picture recommendation method and a terminal, wherein the terminal comprises the following steps: the first acquisition module is used for acquiring pictures in the gallery in the latest time period; the first sequencing module is used for sequencing the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the picture library as residual picture sets; the second acquisition module is used for acquiring the viewing times of each picture in the residual picture set; the second sorting module is used for sorting the pictures in the residual picture set according to the sequence of the viewing times from high to low; and the recommendation display module is used for generating and displaying a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the pictures in the residual picture set. Compared with the prior art, the method and the device have the advantages that the pictures in the picture library are sorted according to the latest time period and the latest viewing times, the sorted pictures are recommended to the user, the user can conveniently and quickly find the interested pictures, and the searching time is saved.
Description
Technical Field
The invention relates to the technical field of terminals, in particular to a picture recommendation method and a terminal.
Background
At present, intelligent devices such as smart phones greatly enrich the audio-visual experience of people, and multimedia information such as pictures, files, information and the like is an important way for people to convey and express themselves and is also an indispensable way for work and entertainment. On one hand, the pursuit of consumers for high-quality audio-visual feelings makes the demand of large-capacity storage high; on the other hand, with the increasingly exquisite storage technology, the prices of many mass storage devices are no longer high and cannot be increased, and smart phone manufacturers push out mass storage models.
With the continuous expansion of the capacity of the mobile phone, the number of pictures which can be stored in the mobile phone is increasing, and the problem that if a user needs to check a certain picture, the user can hardly and effectively find the desired picture in a large number of pictures in time according to the existing time sequence arrangement method, even most of the time, the user experience is seriously influenced while the user is in vain.
Therefore, it is necessary to provide a picture recommendation method and a terminal to solve the above technical problems.
Disclosure of Invention
The invention mainly aims to provide a picture recommendation method and a terminal, and aims to solve the technical problem that a mobile terminal cannot quickly and effectively find an expected picture when storing a large number of pictures, so that user experience is poor.
To achieve the above object, the present invention provides a terminal, including:
the first acquisition module is used for acquiring the pictures in the gallery in the latest time period when receiving the gallery viewing instruction;
the first sequencing module is used for sequencing the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the image library as residual picture sets;
the second acquisition module is used for acquiring the viewing times of each picture in the residual picture set;
the second sorting module is used for sorting the pictures in the residual picture set according to a sequence of viewing times from high to low, wherein any picture in the gallery records the corresponding viewing times;
and the recommendation display module is used for generating a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture sets and displaying the picture recommendation list to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture sets.
Optionally, the terminal further includes:
and the third sequencing module is used for sequencing the pictures with the same viewing times in the residual picture set according to the sequence of the picture generation time.
Optionally, the terminal further includes:
the fingerprint acquisition module is used for acquiring fingerprint information contained in the gallery viewing instruction;
the second obtaining module specifically comprises:
and acquiring the viewing times of the user corresponding to the fingerprint information of each picture in the residual picture set, wherein the fingerprint information of the user corresponding to the viewing times is recorded in any picture in the picture library.
Optionally, the starting point of the latest time period is the picture generation time corresponding to the picture with the latest picture generation time in the gallery, the length of the picture is T, and the end point is the difference value between the starting point and the T, wherein the value of T is greater than 0; the viewing times are times of double-clicking or multi-point operating the picture by the user.
Optionally, the terminal further includes:
the return instruction detection module is used for detecting whether a return instruction is received in real time;
and the return module is used for returning to the gallery and displaying all pictures in the gallery according to the sequence of the picture generation time when receiving a return instruction.
Compared with the prior art, when the terminal provided by the invention receives a diagram library viewing instruction, firstly, the pictures in the latest time period in the diagram library are acquired, then the pictures in the latest time period are arranged according to the sequence of the picture generation time, the picture sets except the pictures in the latest time period in the diagram library are recorded as the residual picture sets, then, the viewing times of each picture in the residual picture sets are acquired and the pictures are arranged according to the sequence of the viewing times from high to low, and finally, a picture recommendation list is generated according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture sets and displayed to a user, because the pictures which the user is interested in are usually the pictures in the latest time period or the pictures with more viewing times, the pictures in the diagram library are sorted according to the priority of two factors of the latest time period and the viewing times, the ordered pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved.
In addition, in order to achieve the above object, the present invention further provides a picture recommendation method, including the steps of:
when a gallery checking instruction is received, obtaining a picture in a gallery in the latest time period;
arranging the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the image library as residual picture sets;
acquiring the viewing times of each picture in the remaining picture set and arranging the pictures in a sequence from high to low, wherein any picture in the picture library records the corresponding viewing times;
and generating a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture set, and displaying the picture recommendation list to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture set.
Optionally, the step of obtaining the number of views of each picture in the remaining picture set further includes:
and arranging the pictures with the same viewing times in the residual picture set according to the sequence of the picture generation time.
Optionally, the step of obtaining the number of views of each picture in the remaining picture set further includes:
acquiring fingerprint information contained in the gallery viewing instruction;
the step of obtaining the viewing times of each picture in the remaining picture set specifically comprises:
and acquiring the viewing times of the user corresponding to the fingerprint information of each picture in the residual picture set, wherein the fingerprint information of the user corresponding to the viewing times is recorded in any picture in the picture library.
Optionally, the starting point of the latest time period is the picture generation time corresponding to the picture with the latest picture generation time in the gallery, the length of the picture is T, and the end point is the difference value between the starting point and the T, wherein the value of T is greater than 0; the viewing times are times of double-clicking or multi-point operating the picture by the user.
Optionally, after the step of generating a recommended picture list according to the arrangement order of the pictures in the latest time period and the arrangement order of the pictures in the remaining picture sets and displaying the recommended picture list to the user, the method further includes:
detecting whether a return instruction is received in real time;
and when a return instruction is received, returning to the gallery and displaying all pictures in the gallery according to the sequence of the picture generation time.
Compared with the prior art, when the picture recommendation method provided by the invention receives a picture library viewing instruction, firstly, the pictures in the latest time period in the picture library are obtained, then the pictures in the latest time period are arranged according to the sequence of the picture generation time, the picture sets except the pictures in the latest time period in the picture library are recorded as the residual picture sets, then, the viewing times of each picture in the residual picture sets are obtained and the pictures are arranged according to the sequence of the viewing times from high to low, and finally, a picture recommendation list is generated according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture sets and is displayed to a user, because the pictures which the user is interested in are usually the pictures in the latest time period or the pictures with more viewing times, the pictures in the picture library are sorted according to the priority of the latest time period and the viewing times, the ordered pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved.
Drawings
Fig. 1 is a schematic diagram of a hardware structure of an optional mobile terminal for implementing various embodiments of the present invention;
FIG. 2 is a diagram of a wireless communication system for the mobile terminal shown in FIG. 1;
fig. 3 is a functional block diagram of a first embodiment of the terminal according to the present invention;
fig. 4 is a functional module diagram of a second embodiment of the terminal according to the present invention;
fig. 5 is a schematic flow chart illustrating an implementation of a first embodiment of a picture recommendation method according to the present invention;
fig. 6 is a schematic flow chart illustrating an implementation of a second embodiment of the picture recommendation method according to the present invention;
FIG. 7 is a diagram of one embodiment of a user entering a gallery view instruction;
FIG. 8 is a diagram illustrating an embodiment of displaying a picture recommendation list on a mobile terminal;
FIG. 9 is a diagram illustrating an embodiment of a gallery in an initial state on a mobile terminal.
Reference numerals:
the implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
A mobile terminal 100 implementing various embodiments of the present invention will now be described with reference to the accompanying drawings. In the following description, suffixes such as "module", "component", or "unit" used to denote elements are used only for facilitating the explanation of the present invention, and have no specific meaning in themselves. Thus, "module" and "component" may be used in a mixture.
The mobile terminal may be implemented in various forms. For example, the terminal described in the present invention may include a mobile terminal such as a mobile phone, a smart phone, a notebook computer, a digital broadcast receiver, a PDA (personal digital assistant), a PAD (tablet computer), a PMP (portable multimedia player), a navigation device, and the like, and a stationary terminal such as a digital TV, a desktop computer, and the like. In the following, it is assumed that the terminal is a mobile terminal. However, it will be understood by those skilled in the art that the configuration according to the embodiment of the present invention can be applied to a fixed type terminal in addition to elements particularly used for moving purposes.
Fig. 1 is a schematic hardware configuration of a mobile terminal implementing various embodiments of the present invention.
The mobile terminal 100 may include, but is not limited to, a sensing unit 10, a memory 20, a controller 30, a wireless communication unit 40, an output unit 50, an input unit 60, an interface unit 70, and a power supply unit 80. Fig. 1 illustrates the mobile terminal 100 having various components, but it is to be understood that not all illustrated components are required to be implemented. More or fewer components may alternatively be implemented. The elements of the mobile terminal 100 will be described in detail below.
The sensing unit 10 serves to detect a current state of the mobile terminal 100 (e.g., an open or closed state of the mobile terminal 100), a position of the mobile terminal 100, presence or absence of contact (i.e., touch input) by a user with respect to the mobile terminal 100, an orientation of the mobile terminal 100, acceleration or deceleration movement and direction of the mobile terminal 100, and the like, and to generate a command or signal for controlling an operation of the mobile terminal 100. For example, when the mobile terminal 100 is implemented as a slide-type mobile phone, the sensing unit 10 may sense whether the slide-type phone is opened or closed. In addition, the sensing unit 10 can detect whether the power supply unit 190 supplies power or whether the interface unit 170 is coupled with an external device.
The wireless communication unit 40 typically includes one or more components that allow radio communication between the mobile terminal 100 and a wireless communication system or network. For example, the wireless communication unit may include at least one of a broadcast receiving module, a mobile communication module, a wireless internet module, a short-range communication module, and a location information module.
The broadcast receiving module receives a broadcast signal and/or broadcast associated information from an external broadcast management server via a broadcast channel. The broadcast channel may include a satellite channel and/or a terrestrial channel. The broadcast management server may be a server that generates and transmits broadcast signals and/or broadcast associated information or receives previously generated broadcast signals and/or broadcast associated informationAnd transmits it to the server of the terminal. The broadcast signal may include a TV broadcast signal, a radio broadcast signal, a data broadcast signal, and the like. Also, the broadcast signal may further include a broadcast signal combined with a TV or radio broadcast signal. The broadcast associated information may also be provided via a mobile communication network, and in this case, the broadcast associated information may be received by the mobile communication module. The broadcast signal may exist in various forms, for example, it may exist in the form of an Electronic Program Guide (EPG) of Digital Multimedia Broadcasting (DMB), an Electronic Service Guide (ESG) of digital video broadcasting-handheld (DVB-H), and the like. The broadcast receiving module may receive a signal broadcast by using various types of broadcasting systems. In particular, the broadcast receiving module may receive a broadcast signal by using a signal such as multimedia broadcasting-terrestrial (DMB-T), digital multimedia broadcasting-satellite (DMB-S), digital video broadcasting-handheld (DVB-H), forward link media (MediaFLO)@) A digital broadcasting system of a terrestrial digital broadcasting integrated service (ISDB-T), etc. receives digital broadcasting. The broadcast receiving module may be constructed to be suitable for various broadcasting systems providing broadcast signals as well as the above-mentioned digital broadcasting system. The broadcast signal and/or broadcast associated information received via the broadcast receiving module may be stored in the memory 20 (or other type of storage medium).
The mobile communication module transmits and/or receives radio signals to and/or from at least one of a base station (e.g., access point, node B, etc.), an external terminal, and a server. Such radio signals may include voice call signals, video call signals, or various types of data transmitted and/or received according to text and/or multimedia messages.
The wireless internet module supports wireless internet access of the mobile terminal. The module may be internally or externally coupled to the terminal. The wireless internet access technology to which the module relates may include WLAN (wireless LAN) (Wi-Fi), Wibro (wireless broadband), Wimax (worldwide interoperability for microwave access), HSDPA (high speed downlink packet access), and the like.
The short-range communication module is a module for supporting short-range communication. Some of the short-range communication techniquesExamples include bluetoothTMRadio Frequency Identification (RFID), infrared data association (IrDA), Ultra Wideband (UWB), zigbeeTMAnd so on.
The location information module is a module for checking or acquiring location information of the mobile terminal. A typical example of the location information module is a GPS (global positioning system). According to the current technology, the GPS module calculates distance information and accurate time information from three or more satellites and applies triangulation to the calculated information, thereby accurately calculating three-dimensional current location information according to longitude, latitude, and altitude. Currently, a method for calculating position and time information uses three satellites and corrects an error of the calculated position and time information by using another satellite. In addition, the GPS module can calculate speed information by continuously calculating current position information in real time.
The output unit 50 is configured to provide output signals (e.g., audio signals, video signals, alarm signals, vibration signals, etc.) in a visual, audio, and/or tactile manner. The output unit 50 may include a display unit 51, an audio output module 52, an alarm unit 53, and the like.
The display unit 51 may display information processed in the mobile terminal 100. For example, when the mobile terminal 100 is in a phone call mode, the display unit 51 may display a User Interface (UI) or a Graphical User Interface (GUI) related to a call or other communication (e.g., text messaging, multimedia file downloading, etc.). When the mobile terminal 100 is in a video call mode or an image capturing mode, the display unit 51 may display a captured image and/or a received image, a UI or GUI showing a video or an image and related functions, and the like.
Meanwhile, when the display unit 51 and the touch panel are superimposed on each other in the form of layers to form a touch screen, the display unit 51 may function as an input device and an output device. The display unit 51 may include at least one of a Liquid Crystal Display (LCD), a thin film transistor LCD (TFT-LCD), an Organic Light Emitting Diode (OLED) display, a flexible display, a three-dimensional (3D) display, and the like. Some of these displays may be configured to be transparent to allow a user to view from the outside, which may be referred to as transparent displays, and a typical transparent display may be, for example, a TOLED (transparent organic light emitting diode) display or the like. Depending on the particular desired implementation, the mobile terminal 100 may include two or more display units (or other display devices), for example, the mobile terminal may include an external display unit (not shown) and an internal display unit (not shown). The touch screen may be used to detect a touch input pressure as well as a touch input position and a touch input area.
The audio output module 52 may convert audio data received by the wireless communication unit 40 or stored in the memory 20 into an audio signal and output as sound when the mobile terminal is in a call signal reception mode, a call mode, a recording mode, a voice recognition mode, a broadcast reception mode, or the like. Also, the audio output module 52 may provide audio output related to a specific function performed by the mobile terminal 100 (e.g., a call signal reception sound, a message reception sound, etc.). The audio output module 52 may include a speaker, a buzzer, and the like.
The alarm unit 53 may provide an output to notify the mobile terminal 100 of the occurrence of the event. Typical events may include call reception, message reception, key signal input, touch input, and the like. In addition to audio or visual output, the alarm unit 53 may provide output in different ways to notify the occurrence of an event. For example, the alarm unit 53 may provide an output in the form of vibration, and when a call, a message, or some other incoming communication (communicating communication) is received, the alarm unit 53 may provide a tactile output (i.e., vibration) to notify the user thereof. By providing such a tactile output, the user can recognize the occurrence of various events even when the user's mobile phone is in the user's pocket. The alarm unit 53 may also provide an output notifying the occurrence of an event via the display unit 51 or the audio output module 52.
The input unit 60 may generate key input data to control various operations of the mobile terminal according to a command input by a user. The input unit 60 allows a user to input various types of information, and may include a keyboard, dome sheet, touch pad (e.g., a touch-sensitive member that detects changes in resistance, pressure, capacitance, and the like due to being touched), scroll wheel, joystick, and the like. In particular, when the touch pad is superimposed on the display unit 50 in the form of a layer, a touch screen may be formed.
The interface unit 70 serves as an interface through which at least one external device is connected to the mobile terminal 100. For example, the external device may include a wired or wireless headset port, an external power supply (or battery charger) port, a wired or wireless data port, a memory card port, a port for connecting a device having an identification module, an audio input/output (I/O) port, a video I/O port, an earphone port, and the like. The identification module may store various information for authenticating a user using the mobile terminal 100 and may include a User Identity Module (UIM), a Subscriber Identity Module (SIM), a Universal Subscriber Identity Module (USIM), and the like. In addition, a device having an identification module (hereinafter, referred to as an "identification device") may take the form of a smart card, and thus, the identification device may be connected with the mobile terminal 100 via a port or other connection means. The interface unit 170 may be used to receive input (e.g., data information, power, etc.) from an external device and transmit the received input to one or more elements within the mobile terminal 100 or may be used to transmit data between the mobile terminal and the external device.
In addition, when the mobile terminal 100 is connected with an external cradle, the interface unit 70 may serve as a path through which power is supplied from the cradle to the mobile terminal 100 or may serve as a path through which various command signals input from the cradle are transmitted to the mobile terminal. Various command signals or power input from the cradle may be used as signals for recognizing whether the mobile terminal is accurately mounted on the cradle.
The memory 20 may store software programs or the like for processing and controlling operations performed by the controller 30, or may temporarily store data (e.g., a phonebook, messages, still images, videos, and the like) that has been or is to be output. Also, the memory 20 may store data regarding various ways of vibration and audio signals output when a touch is applied to the touch screen.
The memory 20 may include at least one type of storage medium including a flash memory, a hard disk, a multimedia card, a card type memory (e.g., SD or DX memory, etc.), a Random Access Memory (RAM), a Static Random Access Memory (SRAM), a Read Only Memory (ROM), an Electrically Erasable Programmable Read Only Memory (EEPROM), a Programmable Read Only Memory (PROM), a magnetic memory, a magnetic disk, an optical disk, etc. Also, the mobile terminal 10 may cooperate with a network storage device that performs a storage function of the memory 20 through a network connection.
The controller 30 generally controls the overall operation of the mobile terminal. For example, the controller 30 performs control and processing related to voice calls, data communications, video calls, and the like. In addition, the controller 30 may include a multimedia module for reproducing (or playing back) multimedia data, and the multimedia module may be constructed within the controller 30 or may be constructed separately from the controller 30. The controller 30 may perform a pattern recognition process to recognize a handwriting input or a picture drawing input performed on the touch screen as a character or an image.
The power supply unit 80 receives external power or internal power and supplies appropriate power required to operate the respective elements and components under the control of the controller 30.
The various embodiments described herein may be implemented in a computer-readable medium using, for example, computer software, hardware, or any combination thereof. For a hardware implementation, the embodiments described herein may be implemented using at least one of an Application Specific Integrated Circuit (ASIC), a Digital Signal Processor (DSP), a Digital Signal Processing Device (DSPD), a Programmable Logic Device (PLD), a Field Programmable Gate Array (FPGA), a processor, a controller, a microcontroller, a microprocessor, an electronic unit designed to perform the functions described herein, and in some cases, such embodiments may be implemented in the controller 180. For a software implementation, the implementation such as a process or a function may be implemented with a separate software module that allows performing at least one function or operation. The software codes may be implemented by software applications (or programs) written in any suitable programming language, which may be stored in the memory 160 and executed by the controller 180.
Up to this point, mobile terminals have been described in terms of their functionality. Hereinafter, a slide-type mobile terminal among various types of mobile terminals, such as a folder-type, bar-type, swing-type, slide-type mobile terminal, and the like, will be described as an example for the sake of brevity. Accordingly, the present invention can be applied to any type of mobile terminal, and is not limited to a slide type mobile terminal.
The mobile terminal 100 as shown in fig. 1 may be configured to operate with communication systems such as wired and wireless communication systems and satellite-based communication systems that transmit data via frames or packets.
A communication system in which a mobile terminal according to the present invention is operable will now be described with reference to fig. 2.
Such communication systems may use different air interfaces and/or physical layers. For example, the air interface used by the communication system includes, for example, Frequency Division Multiple Access (FDMA), Time Division Multiple Access (TDMA), Code Division Multiple Access (CDMA), and Universal Mobile Telecommunications System (UMTS) (in particular, Long Term Evolution (LTE)), global system for mobile communications (GSM), and the like. By way of non-limiting example, the following description relates to a CDMA communication system, but such teachings are equally applicable to other types of systems.
Referring to fig. 2, the CDMA wireless communication system may include a plurality of mobile terminals 100, a plurality of Base Stations (BSs) 270, Base Station Controllers (BSCs) 275, and a Mobile Switching Center (MSC) 280. The MSC280 is configured to interface with a Public Switched Telephone Network (PSTN) 290. The MSC280 is also configured to interface with a BSC275, which may be coupled to the base station 270 via a backhaul. The backhaul may be constructed according to any of several known interfaces including, for example, E1/T1, ATM, IP, PPP, frame Relay, HDSL, ADSL, or xDSL. It will be understood that a system as shown in fig. 2 may include multiple BSCs 2750.
Each BS270 may serve one or more sectors (or regions), each sector covered by a multi-directional antenna or an antenna pointing in a particular direction being radially distant from the BS 270. Alternatively, each partition may be covered by two or more antennas for diversity reception. Each BS270 may be configured to support multiple frequency allocations, with each frequency allocation having a particular frequency spectrum (e.g., 1.25MHz,5MHz, etc.).
The intersection of partitions with frequency allocations may be referred to as a CDMA channel. The BS270 may also be referred to as a Base Transceiver Subsystem (BTS) or other equivalent terminology. In such a case, the term "base station" may be used to generically refer to a single BSC275 and at least one BS 270. The base stations may also be referred to as "cells". Alternatively, each sector of a particular BS270 may be referred to as a plurality of cell sites.
As shown in fig. 2, a Broadcast Transmitter (BT)295 transmits a broadcast signal to the mobile terminal 100 operating within the system. A broadcast receiving module 111 as shown in fig. 1 is provided at the mobile terminal 100 to receive a broadcast signal transmitted by the BT 295. In fig. 2, several Global Positioning System (GPS) satellites 300 are shown. The satellite 300 assists in locating at least one of the plurality of mobile terminals 100.
In fig. 2, a plurality of satellites 300 are depicted, but it is understood that useful positioning information may be obtained with any number of satellites. The GPS module in the wireless communication unit 40 as shown in fig. 1 is generally configured to cooperate with the satellites 300 to obtain desired positioning information. Other techniques that can track the location of the mobile terminal may be used instead of or in addition to GPS tracking techniques. In addition, at least one GPS satellite 300 may selectively or additionally process satellite DMB transmission.
As a typical operation of the wireless communication system, the BS270 receives reverse link signals from various mobile terminals 100. The mobile terminal 100 is generally engaged in conversations, messaging, and other types of communications. Each reverse link signal received by a particular base station 270 is processed within the particular BS 270. The obtained data is forwarded to the associated BSC 275. The BSC provides call resource allocation and mobility management functions including coordination of soft handoff procedures between BSs 270. The BSCs 275 also route the received data to the MSC280, which provides additional routing services for interfacing with the PSTN 290. Similarly, the PSTN290 interfaces with the MSC280, the MSC interfaces with the BSCs 275, and the BSCs 275 accordingly control the BS270 to transmit forward link signals to the mobile terminal 100.
Based on the above-described mobile terminal hardware structure and communication system, various embodiments of the present invention are proposed.
Firstly, the invention provides a terminal 400, wherein the terminal 400 is a full-screen fingerprint identification terminal, that is, the whole touch screen of the terminal can collect fingerprint information for fingerprint identification. Preferably, the terminal 400 is a mobile terminal shown in fig. 1 to 2. The following description will be given taking the terminal 400 as a mobile terminal.
Fig. 3 is a schematic diagram illustrating functional modules of a terminal 400 according to a first embodiment of the present invention. In this embodiment, the terminal 400 may be divided into one or more modules, and the one or more modules are stored in the memory 20 and executed by one or more controllers (the controller 30 in this embodiment) to complete the present invention. For example, in fig. 3, the terminal 400 may be composed of a first obtaining module 401, a first sorting 402, a second obtaining module 403, a second sorting module 404, and a recommendation display module 405. The module referred to herein is a series of computer program instruction segments capable of performing specific functions, which are more suitable than programs for describing the implementation principle of the terminal 400. The detailed description of the functions of the functional modules 401 and 405 will be described below.
The first obtaining module 401 is configured to obtain a picture in the gallery in the latest time period when the gallery viewing instruction is received.
The gallery refers to an application program used for storing pictures on the mobile terminal, and the pictures comprise photos, screenshots, images made or drawn by a computer and the like. For the full-screen fingerprint identification mobile terminal, the gallery viewing instruction can be touch operation of a user clicking an icon of an application program of a gallery, and when the mobile terminal detects the touch operation of the gallery icon, the gallery viewing instruction is judged to be received. Referring to fig. 7, fig. 7 is a schematic diagram illustrating an embodiment when a user inputs a gallery viewing instruction, as shown in fig. 7, when the user touches an icon corresponding to a gallery, the mobile terminal determines that the gallery viewing instruction is detected. In addition, in the invention, the latest time period is a time period predefined by a user, and the pictures in the latest time period are a plurality of pictures newly generated in the gallery. In an embodiment, the starting point of the latest time period may be defined as a difference value between a picture generation time corresponding to a picture with the latest picture generation time in the gallery, the length of the picture generation time being T, and the end point being the starting point and the T, where the latest picture generation time refers to a time point closest to the current time. If the picture generation time ranges of all pictures in the gallery are from 8 points and 5 points in 1/2017 to 12 points and 45 points in 3/12/2017, the picture generation time of the first picture in the gallery is from 8 points and 5 points in 1/2017 in 2017, and the picture generation time of the last picture is from 12 points and 45 points in 12/3/12/2017, the starting point of the latest time period is 12 points and 45 points in 12/3/12/2017, the end point is the difference value between the starting point and T, and if T is 24 hours, the end point is 12 points and 45 points in 11/3/11/2017, namely pictures in one day. Since there is generally a high possibility that the user is interested in obtaining the latest picture, in this embodiment, the user first obtains the picture in the latest time period when viewing the gallery. In addition, the latest time period may be defined as: the starting point of the latest time period is the current time when the gallery viewing instruction is received, the length is T, and the end point is the difference value between the starting point and the length T, so that the latest time period is defined as follows: when a user captures a picture or takes a picture, the user often enters the gallery to view the latest picture, and the difference between the picture generation time of the latest picture and the current time of receiving the gallery viewing instruction is not large, so that the current time of receiving the gallery viewing instruction can be set as the starting point of the latest time period by default, and under the application scene, the value of the length T is not too large and can be 5 minutes, 10 minutes and other numerical values. It should be noted that, both of the above definitions of the latest time period are to acquire the latest several pictures in the gallery, and the possibility that the user is interested in the pictures is the greatest, so that the pictures are recommended first when recommending the pictures.
The first ordering module 402 is configured to order the pictures in the latest time period according to a sequence of picture generation times, and record picture sets other than the pictures in the latest time period in the gallery as remaining picture sets.
Preferably, the first ordering module 402 is specifically configured to: arranging the picture with the latest picture generation time at the first position, arranging the picture with the latest picture generation time at the second position, and so on; of course, the pictures in the latest time period may be arranged according to the sequence of the picture generation time, or may be arranged in the opposite sequence, that is, the pictures in the latest time period may be arranged according to the ascending or descending rule of the picture generation time. If the pictures in the latest time period are 8 pictures in the library, the remaining picture set comprises 32 pictures except the 8 pictures in the library.
The second obtaining module 403 is configured to obtain the number of viewing times of each picture in the remaining picture set.
The second sorting module 404 is configured to sort the pictures in an order from high viewing times to low viewing times, where corresponding viewing times are recorded in any picture in the gallery.
Specifically, each picture in the gallery records a corresponding viewing frequency, and in this embodiment, the viewing frequency is the frequency of double-clicking or multi-point operating the picture. In the prior art, when a user views a picture, the picture is usually enlarged by double-clicking or multi-point operation, and then the detail information of the picture is observed. And if the 32 pictures are included in the remaining picture set, arranging the 32 pictures in a descending order, wherein the priority of the picture with the higher viewing frequency is higher than that of the picture with the lower viewing frequency.
The recommendation display module 405 is configured to generate a recommended picture list according to the arrangement order of the pictures in the latest time period and the arrangement order of the pictures in the remaining picture sets, and display the recommended picture list to a user, where the priority of the pictures in the latest time period is higher than the priority of the pictures in the remaining picture sets.
In this embodiment, the picture recommendation list is a list displayed to the user and generated finally, and the priority of each picture in the list is: the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture sets, the pictures in the latest time period are sorted according to the ascending or descending rule of the picture generation time, the pictures in the residual picture sets are sorted from high to low according to the viewing times, and the expression form of the priority is as follows: the picture with high priority is displayed at the front end of the picture recommendation list, and the picture with low priority is displayed behind the picture with high priority, namely, the user can firstly see the picture with high priority. Referring to fig. 8, fig. 8 is a schematic diagram of an embodiment when a picture recommendation list is displayed on a mobile terminal, where in the embodiment shown in fig. 8, pictures in a latest time period (e.g., 2017/3/11/12: 45-2017/3/12/12: 45) include 6 pictures a1 and a2 … … A6, and a remaining picture set includes 6 pictures P1, P2, and P3 … … P8 … … Pn (fig. 8 only exemplarily displays some of the pictures, and does not display all the pictures in the remaining picture set), where generation times of the pictures a1 and a2 … … A6 are sequentially decreased, that is, the picture a1 is generated last, the picture A6 is generated first, the picture generation times of the pictures P1, P2, and P3 … … P8 … … Pn are sequentially decreased, that is, the picture P1 is generated last, and the picture Pn is generated first. As can be seen from fig. 8, the pictures in the latest time period are displayed at the forefront of the mobile terminal, the user can see the pictures preferentially, and the pictures in the remaining picture sets are displayed in chronological order after the pictures in the latest time period.
Through the module 401 and 405, when receiving a gallery viewing instruction, the terminal of the present invention first obtains the pictures in the gallery in the latest time period, then arranges the pictures in the latest time period according to the sequence of the picture generation time, and records the picture sets other than the pictures in the gallery in the latest time period as the remaining picture sets, then obtains the viewing times of each picture in the remaining picture sets and arranges the pictures according to the sequence of the viewing times from high to low, and finally generates and displays a picture recommendation list to the user according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the remaining picture sets, because the pictures that the user is interested in are usually the pictures in the latest time period or the pictures with the viewing times, the pictures in the gallery are prioritized and sorted according to two factors of the latest time period and the viewing times, the ordered pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved.
Based on the first embodiment described above, a second embodiment of the terminal 400 according to the present invention is proposed. In this embodiment, as shown in fig. 4, the terminal 400 further includes a third sorting module 406, a fingerprint obtaining module 407, a return instruction detecting module 408, and a return module 409.
The fingerprint obtaining module 407 is configured to obtain fingerprint information included in the gallery viewing instruction. Specifically, the mobile terminal in the invention is a full-screen fingerprint identification mobile terminal, and the gallery viewing instruction user performs a touch operation of clicking an icon of an application program, namely a gallery, so that when the gallery viewing instruction is received, the mobile terminal can acquire fingerprint information contained in the gallery viewing instruction, and due to the uniqueness of the fingerprint, after the fingerprint information is acquired, the identity of the currently operating user can be judged.
Correspondingly, the second obtaining module 403 is specifically configured to: and acquiring the viewing times of the user corresponding to the fingerprint information of each picture in the residual picture set, wherein the viewing times and the fingerprint information of the user corresponding to the viewing times are recorded in any picture in the picture library. Specifically, in this embodiment, each picture records the number of viewing times, the user identity corresponding to the number of viewing times, and the fingerprint information of the user, please refer to table 1, where table 1 is related information of any picture (taking picture a as an example) in the gallery:
TABLE 1
As can be seen from table 1, picture a was viewed by user 1, user 2, and user 3, and the number of views by user 1 is 2, the number of views by user 2 is 7, the number of views by user 3 is 4, and the fingerprint information of user 1, user 2, and user 3 is F1, F2, and F3, respectively. It should be noted that, when a user views a picture in a gallery for the first time, the mobile terminal automatically generates a record for the user to record the user identity, fingerprint information, the viewed picture and the viewing times of the user, the initial value of the viewing times is 0, and when the user subsequently views the picture in the gallery, the record is updated; meanwhile, for each picture in the gallery, the mobile terminal generates a viewing record for the picture according to the record of each user, wherein the viewing record comprises the information shown in the table 1. As shown in table 1, after the mobile terminal obtains the fingerprint information included in the gallery viewing instruction, the mobile terminal reads the viewing record of each picture (taking picture a as an example) in the remaining picture set, then compares the obtained fingerprint information with the fingerprint information of each user who has viewed picture a, finds a corresponding user identity, and then obtains the number of times that the user identity views picture a. It should be noted that, after the mobile terminal determines the user identity according to the fingerprint information, the number of times that the user views each picture in the remaining picture set can be directly obtained.
The third sorting module 406 is configured to sort the pictures with the same viewing times in the remaining picture set according to the sequence of the picture generation time. That is, for pictures with the same viewing times (0 or not 0), the pictures are arranged according to the sequence of the picture generation time, for example, the pictures are arranged according to the rule that the picture generation time increases or decreases. By limiting the number of times the pictures are arranged, it is possible to arrange the pictures that may be of interest to the user in front and the pictures that may not be of interest to the user in the back.
The return instruction detection module 408 is configured to detect whether a return instruction is received in real time. When the user is not satisfied with the image recommendation list automatically generated by the mobile terminal, the user may input a return instruction, where the return instruction is used to exit the image recommendation list and return to the initial state of the gallery, where the initial state of the gallery is generally: the pictures in the picture library are arranged according to the sequence of the picture generation time. Referring to fig. 9, fig. 9 is a schematic diagram of an embodiment of a gallery in an initial state, in which the picture generation times of the pictures X1 and X2 … … Xn are sequentially decreased, and the picture generation times of the pictures M1 and M2 … … are sequentially decreased, that is, the pictures in the gallery are arranged according to the order of the picture generation times. The return instruction may be a touch operation in a preset shape, and when the mobile terminal detects the touch operation in the preset shape in the process that the user views the gallery, the mobile terminal considers that the return instruction is received.
The returning module 409 is configured to, when receiving a return instruction, return to the gallery and display all pictures in the gallery according to the sequence of the picture generation time.
Through the module 401 and 409, when receiving a gallery check instruction, the terminal provided by the invention firstly acquires fingerprint information contained in the gallery check instruction, then acquires pictures in a latest time period in a gallery, arranges the pictures in the latest time period according to the sequence of picture generation time, then acquires the check times of a user corresponding to the fingerprint information of each picture in the remaining picture set, arranges the pictures according to the sequence of the check times from high to low, arranges the pictures with the same check times in the remaining picture set according to the sequence of the picture generation time, generates a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the remaining picture set, displays the picture recommendation list to the user, and finally detects whether a return instruction is received in real time, when a return instruction is received, returning to the gallery and displaying all pictures in the gallery according to the sequence of picture generation time, wherein the pictures which are interested by a user are usually pictures in the latest time period or pictures with more checking times, so that the pictures in the gallery are sorted by priority according to the latest time period and the checking times, and the sorted pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved; meanwhile, fingerprint information of each viewing user is stored for each picture, and recommendation is performed according to the viewing history of the user when the picture is recommended, so that the recommendation result is more accurate.
Furthermore, the invention provides a picture recommendation method, which is applied to a mobile terminal, wherein the mobile terminal is a full-screen fingerprint identification mobile terminal, namely, the whole touch screen of the mobile terminal can collect fingerprint information for fingerprint identification. Fig. 5 is a flowchart illustrating an implementation of a first embodiment of a picture recommendation method according to the present invention. In this embodiment, the execution order of the steps in the flowchart shown in fig. 5 may be changed and some steps may be omitted according to different requirements.
Step S501, when a gallery checking instruction is received, obtaining the picture in the gallery in the latest time period.
The gallery refers to an application program used for storing pictures on the mobile terminal, and the pictures comprise photos, screenshots, images made or drawn by a computer and the like. For the full-screen fingerprint identification mobile terminal, the gallery viewing instruction can be touch operation of a user clicking an icon of an application program of a gallery, and when the mobile terminal detects the touch operation of the gallery icon, the gallery viewing instruction is judged to be received. Referring to fig. 7, fig. 7 is a schematic diagram illustrating an embodiment when a user inputs a gallery viewing instruction, as shown in fig. 7, when the user touches an icon corresponding to a gallery, the mobile terminal determines that the gallery viewing instruction is detected. In addition, in the invention, the latest time period is a time period predefined by a user, and the pictures in the latest time period are a plurality of pictures newly generated in the gallery. In an embodiment, the starting point of the latest time period may be defined as a difference value between a picture generation time corresponding to a picture with the latest picture generation time in the gallery, the length of the picture generation time being T, and the end point being the starting point and the T, where the latest picture generation time refers to a time point closest to the current time. If the picture generation time ranges of all pictures in the gallery are from 8 points and 5 points in 1/2017 to 12 points and 45 points in 3/12/2017, the picture generation time of the first picture in the gallery is from 8 points and 5 points in 1/2017 in 2017, and the picture generation time of the last picture is from 12 points and 45 points in 12/3/12/2017, the starting point of the latest time period is 12 points and 45 points in 12/3/12/2017, the end point is the difference value between the starting point and T, and if T is 24 hours, the end point is 12 points and 45 points in 11/3/11/2017, namely pictures in one day. Since there is generally a high possibility that the user is interested in obtaining the latest picture, in this embodiment, the user first obtains the picture in the latest time period when viewing the gallery. In addition, the latest time period may be defined as: the starting point of the latest time period is the current time when the gallery viewing instruction is received, the length is T, and the end point is the difference value between the starting point and the length T, so that the latest time period is defined as follows: when a user captures a picture or takes a picture, the user often enters the gallery to view the latest picture, and the difference between the picture generation time of the latest picture and the current time of receiving the gallery viewing instruction is not large, so that the current time of receiving the gallery viewing instruction can be set as the starting point of the latest time period by default, and under the application scene, the value of the length T is not too large and can be 5 minutes, 10 minutes and other numerical values. It should be noted that, both of the above definitions of the latest time period are to acquire the latest several pictures in the gallery, and the possibility that the user is interested in the pictures is the greatest, so that the pictures are recommended first when recommending the pictures.
Step S502, arranging the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the image library as residual picture sets.
Preferably, the pictures in the latest time period are arranged according to the sequence of the picture generation time as follows: arranging the picture with the latest picture generation time at the first position, arranging the picture with the latest picture generation time at the second position, and so on; of course, the pictures in the latest time period may be arranged according to the sequence of the picture generation time, or may be arranged in the opposite sequence, that is, the pictures in the latest time period may be arranged according to the ascending or descending rule of the picture generation time. If the pictures in the latest time period are 8 pictures in the library, the remaining picture set comprises 32 pictures except the 8 pictures in the library.
Step S503, obtaining the viewing times of each picture in the remaining picture set and arranging the pictures in the order of viewing times from high to low, where any picture in the gallery has the corresponding viewing times recorded.
Specifically, each picture in the gallery records a corresponding viewing frequency, and in this embodiment, the viewing frequency is the frequency of double-clicking or multi-point operating the picture. In the prior art, when a user views a picture, the picture is usually enlarged by double-clicking or multi-point operation, and then the detail information of the picture is observed. And if the 32 pictures are included in the remaining picture set, arranging the 32 pictures in a descending order, wherein the priority of the picture with the higher viewing frequency is higher than that of the picture with the lower viewing frequency.
Step S504, a picture recommendation list is generated according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the rest picture sets and displayed to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the rest picture sets.
In this embodiment, the picture recommendation list is a list displayed to the user and generated finally, and the priority of each picture in the list is: the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture sets, the pictures in the latest time period are sorted according to the ascending or descending rule of the picture generation time, the pictures in the residual picture sets are sorted from high to low according to the viewing times, and the expression form of the priority is as follows: the picture with high priority is displayed at the front end of the picture recommendation list, and the picture with low priority is displayed behind the picture with high priority, namely, the user can firstly see the picture with high priority. Referring to fig. 8, fig. 8 is a schematic diagram of an embodiment when a picture recommendation list is displayed on a mobile terminal, where in the embodiment shown in fig. 8, pictures in a latest time period (e.g., 2017/3/11/12: 45-2017/3/12/12: 45) include 6 pictures a1 and a2 … … A6, and a remaining picture set includes 6 pictures P1, P2, and P3 … … P8 … … Pn (fig. 8 only exemplarily displays some of the pictures, and does not display all the pictures in the remaining picture set), where generation times of the pictures a1 and a2 … … A6 are sequentially decreased, that is, the picture a1 is generated last, the picture A6 is generated first, the picture generation times of the pictures P1, P2, and P3 … … P8 … … Pn are sequentially decreased, that is, the picture P1 is generated last, and the picture Pn is generated first. As can be seen from fig. 8, the pictures in the latest time period are displayed at the forefront of the mobile terminal, the user can see the pictures preferentially, and the pictures in the remaining picture sets are displayed in chronological order after the pictures in the latest time period.
Through the steps S501-S504, when a gallery viewing instruction is received, the picture recommendation method firstly obtains pictures in the gallery in the latest time period, then arranges the pictures in the latest time period according to the sequence of the picture generation time, and records the picture sets except the pictures in the latest time period in the gallery as residual picture sets, then obtains the viewing times of each picture in the residual picture sets and arranges the pictures according to the sequence of the viewing times from high to low, and finally generates a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture sets and displays the picture recommendation list to a user, wherein the pictures interested by the user are usually the pictures in the latest time period or the pictures with more viewing times, so the pictures in the gallery are sorted according to the two factors of the latest time period and the viewing times, the ordered pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved.
Based on the first embodiment, a second embodiment of the picture recommendation method according to the present invention is provided.
Fig. 6 is a flowchart illustrating an implementation of a second embodiment of a picture recommendation method according to the present invention. In this embodiment, the execution order of the steps in the flowchart shown in fig. 6 may be changed and some steps may be omitted according to different requirements.
Step S601, when receiving a gallery viewing instruction, acquiring fingerprint information contained in the gallery viewing instruction.
Specifically, the mobile terminal in the invention is a full-screen fingerprint identification mobile terminal, and the gallery viewing instruction user performs a touch operation of clicking an icon of an application program, namely a gallery, so that when the gallery viewing instruction is received, the mobile terminal can acquire fingerprint information contained in the gallery viewing instruction, and due to the uniqueness of the fingerprint, after the fingerprint information is acquired, the identity of the currently operating user can be judged.
Step S602, obtaining the pictures in the latest time period in the gallery, arranging the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the gallery as residual picture sets.
Step S603, obtaining the viewing times of the user corresponding to the fingerprint information of each picture in the remaining picture set, where the viewing times and the fingerprint information of the user corresponding to the viewing times are recorded in any picture in the gallery.
Specifically, in this embodiment, each picture records the number of viewing times, the user identity corresponding to the number of viewing times, and the fingerprint information of the user, please refer to table 1, where table 1 is related information of any picture (taking picture a as an example) in the gallery:
TABLE 1
As can be seen from table 1, picture a was viewed by user 1, user 2, and user 3, and the number of views by user 1 is 2, the number of views by user 2 is 7, the number of views by user 3 is 4, and the fingerprint information of user 1, user 2, and user 3 is F1, F2, and F3, respectively. It should be noted that, when a user views a picture in a gallery for the first time, the mobile terminal automatically generates a record for the user to record the user identity, fingerprint information, the viewed picture and the viewing times of the user, the initial value of the viewing times is 0, and when the user subsequently views the picture in the gallery, the record is updated; meanwhile, for each picture in the gallery, the mobile terminal generates a viewing record for the picture according to the record of each user, wherein the viewing record comprises the information shown in the table 1. As shown in table 1, after the mobile terminal obtains the fingerprint information included in the gallery viewing instruction, the mobile terminal reads the viewing record of each picture (taking picture a as an example) in the remaining picture set, then compares the obtained fingerprint information with the fingerprint information of each user who has viewed picture a, finds a corresponding user identity, and then obtains the number of times that the user identity views picture a. It should be noted that, after the mobile terminal determines the user identity according to the fingerprint information, the number of times that the user views each picture in the remaining picture set can be directly obtained.
Step S604, arranging the pictures according to a sequence of viewing times from high to low, and arranging the pictures with the same viewing times in the remaining picture set according to a sequence of picture generation time.
That is, arranging the pictures with different viewing times according to the sequence of the viewing times from high to low; for pictures with the same viewing times (0 or not 0), arranging the pictures according to the sequence of the picture generation time, such as arranging the pictures in a regular way that the picture generation time is increased or decreased. By limiting the number of times the pictures are arranged, it is possible to arrange the pictures that may be of interest to the user in front and the pictures that may not be of interest to the user in the back.
Step S605, generating a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the remaining picture sets, and displaying the picture recommendation list to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the remaining picture sets.
Step S606, detecting whether a return instruction is received in real time, if so, executing step S607, otherwise, ending the process.
When the user is not satisfied with the image recommendation list automatically generated by the mobile terminal, the user may input a return instruction, where the return instruction is used to exit the image recommendation list and return to the initial state of the gallery, where the initial state of the gallery is generally: the pictures in the picture library are arranged according to the sequence of the picture generation time. Referring to fig. 9, fig. 9 is a schematic diagram of an embodiment of a gallery in an initial state, in which the picture generation times of the pictures X1 and X2 … … Xn are sequentially decreased, and the picture generation times of the pictures M1 and M2 … … are sequentially decreased, that is, the pictures in the gallery are arranged according to the order of the picture generation times. The return instruction may be a touch operation in a preset shape, and when the mobile terminal detects the touch operation in the preset shape in the process that the user views the gallery, the mobile terminal considers that the return instruction is received.
And step S607, returning to the gallery and displaying all pictures in the gallery according to the sequence of the picture generation time.
Through the steps S601 to S607, when receiving a gallery viewing instruction, the picture recommendation method provided by the present invention first obtains fingerprint information included in the gallery viewing instruction, then obtains pictures in a latest time period in the gallery, arranges the pictures in the latest time period according to the sequence of picture generation time, then obtains the viewing times of users corresponding to the fingerprint information for each picture in the remaining picture set, arranges the pictures according to the sequence of the viewing times from high to low, arranges the pictures with the same viewing times in the remaining picture set according to the sequence of the picture generation time, generates a picture recommendation list according to the sequence of the pictures in the latest time period and the sequence of the pictures in the remaining picture set, displays the picture recommendation list to the users, and finally detects whether a return instruction is received in real time, when a return instruction is received, returning to the gallery and displaying all pictures in the gallery according to the sequence of picture generation time, wherein the pictures which are interested by a user are usually pictures in the latest time period or pictures with more checking times, so that the pictures in the gallery are sorted by priority according to the latest time period and the checking times, and the sorted pictures are recommended to the user, so that the user can conveniently and quickly find the interested pictures, the searching time of the user is saved, and the user experience is greatly improved; meanwhile, fingerprint information of each viewing user is stored for each picture, and recommendation is performed according to the viewing history of the user when the picture is recommended, so that the recommendation result is more accurate.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (such as a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the method according to the embodiments of the present invention.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (8)
1. A terminal, characterized in that the terminal comprises:
the first acquisition module is used for acquiring the pictures in the gallery in the latest time period when receiving the gallery viewing instruction;
the first sequencing module is used for sequencing the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the image library as residual picture sets;
the second acquisition module is used for acquiring the viewing times of each picture in the residual picture set;
the second sorting module is used for sorting the pictures in the residual picture set according to a sequence of viewing times from high to low, wherein any picture in the gallery records the corresponding viewing times;
the recommendation display module is used for generating a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture sets and displaying the picture recommendation list to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture sets;
wherein, the terminal further includes:
the fingerprint acquisition module is used for acquiring fingerprint information contained in the gallery viewing instruction;
the second obtaining module specifically comprises:
and acquiring the viewing times of the user corresponding to the fingerprint information of each picture in the residual picture set, wherein the fingerprint information of the user corresponding to the viewing times is recorded in any picture in the picture library.
2. The terminal of claim 1, wherein the terminal further comprises:
and the third sequencing module is used for sequencing the pictures with the same viewing times in the residual picture set according to the sequence of the picture generation time.
3. The terminal of claim 1, wherein a starting point of the latest time period is a picture generation time corresponding to a picture with the latest picture generation time in the gallery, a length of the latest time period is T, and an end point of the latest time period is a difference value between the starting point and the T, wherein a value of the T is greater than 0; the viewing times are times of double-clicking or multi-point operating the picture by the user.
4. The terminal of claim 1, wherein the terminal further comprises:
the return instruction detection module is used for detecting whether a return instruction is received in real time;
and the return module is used for returning to the gallery and displaying all pictures in the gallery according to the sequence of the picture generation time when receiving a return instruction.
5. A picture recommendation method is characterized by comprising the following steps:
when a gallery checking instruction is received, obtaining a picture in a gallery in the latest time period;
arranging the pictures in the latest time period according to the sequence of the picture generation time, and recording the picture sets except the pictures in the latest time period in the image library as residual picture sets;
acquiring the viewing times of each picture in the remaining picture set and arranging the pictures in a sequence from high to low, wherein any picture in the picture library records the corresponding viewing times;
generating a picture recommendation list according to the arrangement sequence of the pictures in the latest time period and the arrangement sequence of the pictures in the residual picture set, and displaying the picture recommendation list to a user, wherein the priority of the pictures in the latest time period is higher than the priority of the pictures in the residual picture set;
wherein, the step of obtaining the viewing times of each picture in the remaining picture set further comprises:
acquiring fingerprint information contained in the gallery viewing instruction;
the step of obtaining the viewing times of each picture in the remaining picture set specifically comprises:
and acquiring the viewing times of the user corresponding to the fingerprint information of each picture in the residual picture set, wherein the fingerprint information of the user corresponding to the viewing times is recorded in any picture in the picture library.
6. The picture recommendation method of claim 5, wherein the step of obtaining the number of views of each picture in the set of remaining pictures is followed by further comprising:
and arranging the pictures with the same viewing times in the residual picture set according to the sequence of the picture generation time.
7. The picture recommendation method according to claim 5, wherein a starting point of the latest time period is a picture generation time corresponding to a picture with the latest picture generation time in the gallery, a length of the latest time period is T, and an end point is a difference value between the starting point and the T, wherein a value of the T is greater than 0; the viewing times are times of double-clicking or multi-point operating the picture by the user.
8. The picture recommendation method of claim 5, wherein the step of generating and displaying a picture recommendation list to the user according to the arrangement order of the pictures in the latest time period and the arrangement order of the pictures in the remaining picture set further comprises:
detecting whether a return instruction is received in real time;
and when a return instruction is received, returning to the gallery and displaying all pictures in the gallery according to the sequence of the picture generation time.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
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CN201710202044.6A CN106960046B (en) | 2017-03-30 | 2017-03-30 | Picture recommendation method and terminal |
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CN108154475A (en) * | 2017-12-22 | 2018-06-12 | 维沃移动通信有限公司 | A kind of image processing method and device |
CN111222557A (en) * | 2019-12-31 | 2020-06-02 | Oppo广东移动通信有限公司 | Image classification method and device, storage medium and electronic equipment |
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