CN110321474A - Recommended method, device, terminal device and storage medium based on search term - Google Patents
Recommended method, device, terminal device and storage medium based on search term Download PDFInfo
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- CN110321474A CN110321474A CN201910425131.7A CN201910425131A CN110321474A CN 110321474 A CN110321474 A CN 110321474A CN 201910425131 A CN201910425131 A CN 201910425131A CN 110321474 A CN110321474 A CN 110321474A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
Abstract
This application involves a kind of recommended method based on search term, device, terminal device and storage mediums, this method comprises: receiving searching request, and extract the account identification carried in searching request and search term；At least one search data corresponding with search term are obtained, each search data have unique Data Identification and at least one data label；Obtain at least one corresponding user tag of account identification；According to each user tag and the data label, the corresponding tag match degree of each search data is determined；The historical operation information of each search data is obtained, and according to historical operation information and the tag match degree, calculates the search matching degree of each search data and described search word；According to search matching degree, search data to be recommended are determined from least one search data.The embodiment of the present application can quickly filter out the search data for being best suitable for user interest point, to meet the recommended requirements of user, promote user experience, improve the utilization rate of APP.
Description
Technical field
This application involves field of terminal more particularly to a kind of recommended method based on search term, device, terminal device and deposit
Storage media.
Background technique
It is more and more square for users using function of search in all kinds of APP with the development of internet or mobile terminal
Just.
When inputting search term due to user, search can match much search data relevant to the search term of user's input,
User needs to filter out interested data one by one in much search data, and all kinds of APP are increasingly concerned with how to know user
Potential recommended requirements promote user experience by meeting the potential recommended requirements of user, to increase the usage amount of APP.
For a user, the point of interest of user can be known by analyzing the historical data that user searched for,
It how to be to work as using the recommended requirements that the historical data searched for meets user therefore to meet the potential recommended requirements of user
Before to solve the problems, such as.
Summary of the invention
In order to solve the above-mentioned technical problem or it at least is partially solved above-mentioned technical problem, this application provides a kind of bases
In the recommended method of search term, device, terminal device and storage medium.
In a first aspect, the described method comprises the following steps this application provides a kind of recommended method based on search term:
Searching request is received, and extracts the account identification carried in described search request and search term；
Obtain at least one search data corresponding with described search word, wherein each described search data have unique
Data Identification and at least one data label；
Obtain at least one corresponding user tag of the account identification；
According to each user tag and the data label, the corresponding tag match of each described search data is determined
Degree；
The historical operation information of each described search data is obtained, and according to the historical operation information and the label
With degree, the search matching degree of each described search data Yu described search word is calculated；
According to described search matching degree, search data to be recommended are determined from least one described search data.
With reference to first aspect, described to obtain each described search number in first aspect in the first possible embodiment
According to historical operation information include:
The account identification is obtained to the history number of clicks of each described search data, and, all accounts are to each
The history of described search data clicks total degree；
It is described according to the historical operation information and the tag match degree, calculate each described search data and searched with described
The search matching degree of rope word includes:
Tid=α Aid+βBid+γCid；
Wherein, T is described search matching degree；A is that the history clicks total degree；B is the history number of clicks；C is
The tag match degree；α is the value that the history clicks corresponding first weight of total degree；β is the history number of clicks pair
The value for the second weight answered；γ is the value of the corresponding third weight of the tag match degree；Id is the sequence of described search matching degree
Number, value range 1,2,3....n.
It is with reference to first aspect, described according to described search matching degree in first aspect in the third possible embodiment,
Determine that search data to be recommended include: from least one described search data
According to the size of each described search matching degree, each described search data are carried out according to sequence from high to low
Sequence；
According to the order of sequence, preset quantity search data are chosen as search data to be recommended；
Preset quantity search data to be recommended are shown in the display interface according to the order of sequence.
With reference to first aspect, in the 4th kind of possible embodiment of first aspect, the method also includes:
Message notifying frame is generated on the display interface, is equipped in the message notifying frame highest to be recommended with order
The corresponding load option of search data；
The trigger request of the load option is received, and it is highest to be recommended to execute order corresponding with the trigger request
Search data load operation.
Second aspect, this application provides a kind of recommendation apparatus based on search term, described device includes:
Receiving unit is configured to receive searching request, and extracts the account identification carried in described search request and search
Rope word；
First acquisition unit is configured to obtain at least one search data corresponding with described search word, wherein each
Described search data have unique Data Identification and at least one data label；
Second acquisition unit is configured to obtain at least one corresponding user tag of the account identification；
First determination unit determines each described search data according to each user tag and the data label
Corresponding tag match degree；
Computing unit is configured to obtain the historical operation information of each described search data, and is grasped according to the history
Make information and the tag match degree, calculates the search matching degree of each described search data Yu described search word；
Second determination unit is configured to according to described search matching degree, is determined from least one described search data
Search data to be recommended.
In conjunction with second aspect, in second aspect in the first possible embodiment, the computing unit includes:
Subelement is obtained, is configured to obtain the account identification to the history number of clicks of each described search data,
And all accounts click total degree to the history of each described search data；The computing unit can indicate are as follows:
Tid=α Aid+βBid+γCid；
Wherein, T is described search matching degree；A is that the history clicks total degree；B is the history number of clicks；C is
The tag match degree；α is the value that the history clicks corresponding first weight of total degree；β is the history number of clicks pair
The value for the second weight answered；γ is the value of the corresponding third weight of the tag match degree；Id is the sequence of described search matching degree
Number, value range 1,2,3....n.
In conjunction with second aspect, in second of second aspect possible embodiment, second determination unit includes:
Sorting subunit is configured to the size according to each described search matching degree, presses to each described search data
It is ranked up according to sequence from high to low；
Subelement is chosen, the order according to sequence is configured to, chooses preset quantity search data as to be recommended
Search for data；
It shows subelement, is configured to preset quantity search data to be recommended according to the order of sequence on display circle
It is shown on face.
In conjunction with second aspect, in second aspect in the third possible embodiment, described device further include:
Generation unit is configured to generate message notifying frame on the display interface, be equipped in the message notifying frame
Load option corresponding with the highest search data to be recommended of order；
Receiving unit is configured to receive the trigger request of the load option, and executes corresponding with the trigger request
The highest search data to be recommended of order load operation.
The third aspect, this application provides a kind of terminal device, the terminal device includes: at least one processor, deposits
Reservoir, at least one network interface and user interface；
At least one described processor, memory, at least one network interface and user interface are coupled by bus system
Together；
The program or instruction that the processor is stored by the calling memory, for executing as described in relation to the first aspect
The step of recommended method based on search term.
Fourth aspect, this application provides a kind of computer readable storage medium, on the computer readable storage medium
It is stored with the recommended program based on search term, such as first party is realized when the recommended program based on search term is executed by processor
The step of recommended method described in face based on search term.
Above-mentioned technical proposal provided by the embodiments of the present application has the advantages that compared with prior art
Recommended method based on search term, device, terminal device and storage medium provided by the embodiments of the present application, by connecing
Searching request is received, and extracts the account identification carried in described search request and search term；It obtains corresponding with described search word
At least one search data, each described search data have unique Data Identification and at least one data label；Obtain institute
At least one corresponding user tag of account identification is stated, and according to each user tag and the data label, is determined every
The corresponding tag match degree of a search data；The historical operation information of each described search data is obtained, and according to the history
Operation information and the tag match degree, calculate the search matching degree of each described search data Yu described search word；According to institute
Search matching degree is stated, determines search data to be recommended from least one described search data.It is searched by what is inputted to user
The historical operation information and user tag of each corresponding search data of rope word and the tag match degree of data label calculate
Search matching degree size out can quickly filter out the search data for being best suitable for user interest point from each search data,
And user is recommended, to meet the recommended requirements of user, user experience is promoted, the utilization rate of APP is improved and increases APP's
User crowd.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention
Example, and be used to explain the principle of the present invention together with specification.
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, for those of ordinary skill in the art
Speech, without any creative labor, is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of schematic diagram for the mobile terminal that each embodiment of the application provides；
Fig. 2 is a kind of communications network system architecture diagram provided in an embodiment of the present invention；
Fig. 3 is the front schematic view of the mobile phone of each embodiment of the application；
Fig. 4 is the schematic rear view of the mobile phone of each embodiment of the application；
Fig. 5 is a kind of flow diagram of the recommended method based on search term provided by the embodiments of the present application；
Fig. 6 is a kind of structural schematic diagram of the recommendation apparatus based on search term provided by the embodiments of the present application；
Fig. 7 is a kind of structural schematic diagram of mobile terminal provided by the embodiments of the present application.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
In subsequent description, it is only using the suffix for indicating such as " module ", " component " or " unit " of element
Be conducive to explanation of the invention, itself there is no a specific meaning.Therefore, " module ", " component " or " unit " can mix
Ground uses.
Terminal can be implemented in a variety of manners.For example, terminal described in the present invention may include such as mobile phone, plate
Computer, laptop, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
Media player (Portable Media Player, PMP), navigation device, wearable device, Intelligent bracelet, pedometer etc. move
The fixed terminals such as dynamic terminal, and number TV, desktop computer.
It will be illustrated by taking mobile terminal as an example in subsequent descriptions, it will be appreciated by those skilled in the art that in addition to special
Except element for moving purpose, the construction of embodiment according to the present invention can also apply to the terminal of fixed type.
Referring to Fig. 1, a kind of hardware structural diagram of its mobile terminal of each embodiment to realize the present invention, the shifting
Dynamic terminal 100 may include: RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output unit
103, A/V (audio/video) input unit 104, sensor 105, display unit 106, user input unit 107, interface unit
108, the components such as memory 109, processor 110 and power supply 111.It will be understood by those skilled in the art that shown in Fig. 1
Mobile terminal structure does not constitute the restriction to mobile terminal, and mobile terminal may include components more more or fewer than diagram,
Perhaps certain components or different component layouts are combined.
It is specifically introduced below with reference to all parts of the Fig. 1 to mobile terminal:
Radio frequency unit 101 can be used for receiving and sending messages or communication process in, signal sends and receivees, specifically, by base station
Downlink information receive after, to processor 110 handle；In addition, the data of uplink are sent to base station.In general, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, penetrating
Frequency unit 101 can also be communicated with network and other equipment by wireless communication.Any communication can be used in above-mentioned wireless communication
Standard or agreement, including but not limited to GSM (Global System of Mobile communication, global system for mobile telecommunications
System), GPRS (General Packet Radio Service, general packet radio service), CDMA2000 (Code
Division Multiple Access 2000, CDMA 2000), WCDMA (Wideband Code Division
Multiple Access, wideband code division multiple access), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (Frequency Division
Duplexing-Long Term Evolution, frequency division duplex long term evolution) and TDD-LTE (Time Division
Duplexing-Long Term Evolution, time division duplex long term evolution) etc..
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user to receive and dispatch electricity by WiFi module 102
Sub- mail, browsing webpage and access streaming video etc., it provides wireless broadband internet access for user.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, and it is not belonging to must be configured into for mobile terminal, it completely can be according to need
It to omit within the scope of not changing the essence of the invention.
Audio output unit 103 can be in call signal reception pattern, call mode, record mould in mobile terminal 100
When under the isotypes such as formula, speech recognition mode, broadcast reception mode, by radio frequency unit 101 or WiFi module 102 it is received or
The audio data stored in memory 109 is converted into audio signal and exports to be sound.Moreover, audio output unit 103
Audio output relevant to the specific function that mobile terminal 100 executes can also be provided (for example, call signal receives sound, disappears
Breath receives sound etc.).Audio output unit 103 may include loudspeaker, buzzer etc..
A/V input unit 104 is for receiving audio or video signal.A/V input unit 104 may include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042, graphics processor 1041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 106.Through graphics processor 1041, treated that picture frame can be deposited
Storage is sent in memory 109 (or other storage mediums) or via radio frequency unit 101 or WiFi module 102.Mike
Wind 1042 can connect in telephone calling model, logging mode, speech recognition mode etc. operational mode via microphone 1042
Quiet down sound (audio data), and can be audio data by such acoustic processing.Audio that treated (voice) data can
To be converted to the format output that can be sent to mobile communication base station via radio frequency unit 101 in the case where telephone calling model.
Microphone 1042 can be implemented various types of noises elimination (or inhibition) algorithms and send and receive sound to eliminate (or inhibition)
The noise generated during frequency signal or interference.
Mobile terminal 100 further includes at least one sensor 105, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity sensor can close when mobile terminal 100 is moved in one's ear
Display panel 1061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity when static, can be used to identify the application of mobile phone posture
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；
The fingerprint sensor that can also configure as mobile phone, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer,
The other sensors such as hygrometer, thermometer, infrared sensor, details are not described herein.
Display unit 106 is for showing information input by user or being supplied to the information of user.Display unit 106 can wrap
Display panel 1061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 1061.
User input unit 107 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family setting and the related key signals input of function control.Specifically, user input unit 107 may include touch panel 1071 with
And other input equipments 1072.Touch panel 1071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 1071 or in touch panel 1071
Neighbouring operation), and corresponding attachment device is driven according to preset formula.Touch panel 1071 may include touch detection
Two parts of device and touch controller.Wherein, the touch orientation of touch detecting apparatus detection user, and detect touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and by it
It is converted into contact coordinate, then gives processor 110, and order that processor 110 is sent can be received and executed.In addition, can
To realize touch panel 1071 using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves.In addition to touch panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can wrap
It includes but is not limited in physical keyboard, function key (such as volume control button, switch key etc.), trace ball, mouse, operating stick etc.
It is one or more, specifically herein without limitation.
Further, touch panel 1071 can cover display panel 1061, when touch panel 1071 detect on it or
After neighbouring touch operation, processor 110 is sent to determine the type of touch event, is followed by subsequent processing device 110 according to touch thing
The type of part provides corresponding visual output on display panel 1061.Although in Fig. 1, touch panel 1071 and display panel
1061 be the function that outputs and inputs of realizing mobile terminal as two independent components, but in certain embodiments, it can
The function that outputs and inputs of mobile terminal is realized so that touch panel 1071 and display panel 1061 is integrated, is not done herein specifically
It limits.
Interface unit 108 be used as at least one external device (ED) connect with mobile terminal 100 can by interface.For example,
External device (ED) may include wired or wireless headphone port, external power supply (or battery charger) port, wired or nothing
Line data port, memory card port, the port for connecting the device with identification module, audio input/output (I/O) end
Mouth, video i/o port, ear port etc..Interface unit 108 can be used for receiving the input from external device (ED) (for example, number
It is believed that breath, electric power etc.) and the input received is transferred to one or more elements in mobile terminal 100 or can be with
For transmitting data between mobile terminal 100 and external device (ED).
Memory 109 can be used for storing software program and various data.Memory 109 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 109 may include high-speed random access memory, it can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 110 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 109, and calls and is stored in storage
Data in device 109 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Managing device 110 may include one or more processing units；Preferably, processor 110 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 110.
Mobile terminal 100 can also include the power supply 111 (such as battery) powered to all parts, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 100 can also be including bluetooth module etc., and details are not described herein.
Embodiment to facilitate the understanding of the present invention, the communications network system that mobile terminal of the invention is based below into
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system architecture diagram provided in an embodiment of the present invention, the communication network system
System is the LTE system of universal mobile communications technology, which includes UE (User Equipment, the use of successively communication connection
Family equipment) (the land Evolved UMTS Terrestrial Radio Access Network, evolved UMTS 201, E-UTRAN
Ground wireless access network) 202, EPC (Evolved Packet Core, evolved packet-based core networks) 203 and operator IP operation
204。
Specifically, UE201 can be above-mentioned terminal 100, and details are not described herein again.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connect with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide the access of UE201 to EPC203.
EPC203 may include MME (Mobility Management Entity, mobility management entity) 2031, HSS
(Home Subscriber Server, home subscriber server) 2032, other MME2033, SGW (Serving Gate Way,
Gateway) 2034, PGW (PDN Gate Way, grouped data network gateway) 2035 and PCRF (Policy and
Charging Rules Function, policy and rate functional entity) 2036 etc..Wherein, MME2031 be processing UE201 and
The control node of signaling, provides carrying and connection management between EPC203.HSS2032 is all to manage for providing some registers
Such as the function of home location register (not shown) etc, and preserves some related service features, data rates etc. and use
The dedicated information in family.All customer data can be sent by SGW2034, and PGW2035 can provide the IP of UE 201
Address distribution and other functions, PCRF2036 are strategy and the charging control strategic decision-making of business data flow and IP bearing resource
Point, it selects and provides available strategy and charging control decision with charge execution function unit (not shown) for strategy.
IP operation 204 may include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc..
Although above-mentioned be described by taking LTE system as an example, those skilled in the art should know the present invention is not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And the following new network system etc., herein without limitation.
Fig. 3 is the front schematic view of the mobile phone of each embodiment of the application；Fig. 4 is the mobile phone of each embodiment of the application
Schematic rear view.
Based on above-mentioned mobile terminal hardware configuration and communications network system, each embodiment of the method for the present invention is proposed.
It is a kind of recommended method based on search term provided by one embodiment of the present invention referring to Fig. 5, Fig. 5, it may include with
Lower step S501 to S505:
S501, searching request is received, and extracts the account identification carried in searching request and search term.
The embodiment of the present application is applied in field of data search, e.g., searches for data in client end AP P, user is in client end AP P
Search term is inputted, at least one search data corresponding with search term is obtained, filters out user from least one search data
Interested search data, and preferentially show and recommend user in search data list, make user in multiple search data
It can be with quick obtaining to interested search data.
User inputs search term in the search interface of client end AP P, initiates searching request, server end to server end
After receiving searching request, the account number of the user carried in searching request and the search term of user's input are extracted.Its
In, account number is used for the login user of unique identification active client APP, and account number includes but is not limited to text, character
String, number or character string and number, the combining form of text, search term including but not limited to number, text or letter etc.,
Such as, search term are as follows: film, novel, please answer 1997, head text D etc. at TV play, and the embodiment of the present application does not limit this.
S502, acquisition at least one search data corresponding with search term, wherein each search data have unique number
According to mark and at least one data label.
The search term that server end is inputted according to user obtains one or more search data corresponding with search term,
Each search data have a Data Identification for being only used for identifying the search data, Data Identification include but is not limited to text,
Character string, number or character string and number, the combining form of text；Each search data also have one or more different types
Data label, data label is used to identify the attributes of the search data, and data label includes but is not limited to film, novel, section
Unreal, suspense, modern times, American series etc..Such as, search term is the title " please answer 1997 " of TV play, and corresponding search data are that " please return
Answer 1997 story introduction ", " titbit after 1997 please be answer ", " 1997 protagonist battle arrays please be answer " " 1997 news conferences please be answer "
Deng, search data " story introduction that 1997 please be answer " have two labels of TV play and TV play plot.
S503, corresponding at least one user tag of account identification is obtained, and according to each user tag and data label,
Determine the corresponding tag match degree of each search data.
Such as, user tag includes three film, children and science fiction labels, and data label includes film, science fiction and suspense three
The label that a label, user tag and data label match includes two labels of film and science fiction, then tag match degree can be set
It is set to 2.
User tag is obtained by calculating the history number of clicks of user customer APP, and history number of clicks is corresponding
Data are not limited to the data on display interface of the user by inputting search data and client end AP P that search term obtains.Such as,
The history number of clicks of user customer APP is 100 times, wherein the search that user is obtained by inputting " film " search term
The number of clicks of data is 65 times, the click time of children's TV show related data of the user on the display interface of client end AP P
Number is 20 times, and the number of clicks of science fiction related data of the user on the display interface of client end AP P is 15 times, according to above-mentioned system
Meter is as a result, user tag may include film, or including two labels of film and children.
S504, the historical operation information for obtaining each search data, and according to historical operation information and tag match degree, meter
Calculate the search matching degree of each search data and search term.
In the embodiment of the present application, obtaining each historical operation information for searching for data includes:
Account identification is obtained to the history number of clicks of each search data, and, all accounts are to each search data
History click total degree.
In the embodiment of the present application, according to historical operation information and tag match degree, each search data and search are calculated
The search matching degree of word includes:
Tid=α Aid+βBid+γCid； (1)
Wherein, T is search matching degree；A is that history clicks total degree；B is history number of clicks；C is tag match degree；α
The value of corresponding first weight of total degree is clicked for history；β is the value of corresponding second weight of history number of clicks；γ is label
The value of the corresponding third weight of matching degree；Id is the serial number for searching for matching degree, value range 1,2,3....n.
Such as, it is 0.00002,0.5 and 0.3 that α, β and γ, which distinguish value,；
When id is 1, if A1=10000 (units: number), B1=5 (units: number), C1=3 (units: number), will
Above-mentioned data substitute into formula (1), and search matching degree T is calculated1=3.6；
When id is 2, if A2=30000 (units: number), B2=4 (units: number), C2=2 (units: number), will
Above-mentioned data substitute into formula (1), and search matching degree T is calculated2=3.2；
Due to searching for matching degree T1Great-than search matching degree T2, then illustrate user to search matching degree T1Corresponding search number
According to interested, matching degree T will be searched for1Corresponding search data are as search data to be recommended.
S505, according to search matching degree, determine search data to be recommended from least one search data.
In another embodiment of the application, according to the size of each search matching degree, to each search data according to by height
It is ranked up to low sequence；According to the order of sequence, chooses preset quantity and searches for data as search data to be recommended,
Selected preset quantity search data, that is, search data to be recommended are carried out in the display interface according to the order of sequence
It shows.
In another embodiment of the application, the recommended method further include: generate message notifying frame in the display interface, disappear
It ceases and is equipped with load option corresponding with the highest search data to be recommended of order in prompting frame；The triggering for receiving load option is asked
It asks, and executes the load operation of the highest search data to be recommended of order corresponding with trigger request.
Such as, according to the order of sequence, 5 search data are chosen as search data to be recommended, and will be selected according to order
The 5 search data taken are shown on the display interface of terminal APP, that is to say, that are searched order is highest to be recommended
Rope data (the search maximum search data of matching degree) top set is shown, user is facilitated quickly to filter out interested data.It is preferred that
, message notifying frame can also will be generated on display interface, prompt the user whether to need directly to play order highest to be recommended
Search data, if detecting, user clicks the load option in message notifying frame, and loading sequence is highest to be recommended
Search for data.The search data being most interested in such as user are a certain portion's film, then by the cinematic data client end AP P display
Top set on interface, and prompt the user whether directly to play；Data as user is most interested in are some star's circle, then should
Star's circle top set on the display interface of client end AP P, and prompt the user whether to be directly entered star's circle；Most such as user
The data of thanks are a certain portion's novel, then by the novel data on the display interface of client end AP P top set, and prompt the user to be
No direct reading.
The historical operation information that the embodiment of the present application passes through each corresponding search data of the search term inputted to user
And the calculated each search of tag match degree of each search data determined according to each user tag and data label
The search matching degree size of data and search term can be filtered out quickly from each search data and be best suitable for user interest point
Search for data, and recommend user, to meet the recommended requirements of user, promote user experience, improve APP utilization rate and
Increase the user crowd of APP.
Referring to Fig. 6, the embodiment of the present application also provides a kind of recommendation apparatus based on search term, which includes:
Receiving unit 11 is configured to receive searching request, and extracts the account identification and search carried in searching request
Word；
First acquisition unit 12 is configured to obtain at least one search data corresponding with search term, each search number
According to unique Data Identification and at least one data label；
Second acquisition unit 13 is configured to obtain at least one corresponding user tag of account identification；
First determination unit 14 is configured to determine each described search number according to each user tag and data label
According to corresponding tag match degree；
Computing unit 15 is configured to obtain the historical operation information of each search data, and according to historical operation information
With tag match degree, the search matching degree of each search data and search term is calculated；
Second determination unit 16 is configured to according to search matching degree, and determination is to be recommended from least one search data
Search data.
In another embodiment of the application, computing unit 15 includes:
Subelement is obtained, is configured to obtain account identification to the history number of clicks of each search data, and, own
Account clicks total degree to the history of each search data；Computing unit can indicate are as follows:
Tid=α Aid+βBid+γCid；
Wherein, T is described search matching degree；A is that the history clicks total degree；B is the history number of clicks；C is
The tag match degree；α is the value that the history clicks corresponding first weight of total degree；β is the history number of clicks pair
The value for the second weight answered；γ is the value of the corresponding third weight of the tag match degree；Id is the sequence of described search matching degree
Number, value range 1,2,3....n.
In another embodiment of the application, the second determination unit 16 includes:
Sorting subunit is configured to the size according to each described search matching degree, presses to each described search data
It is ranked up according to sequence from high to low；
Subelement is chosen, the order according to sequence is configured to, chooses preset quantity search data as to be recommended
Search for data；
It shows subelement, is configured to preset quantity search data to be recommended according to the order of sequence on display circle
It is shown on face.
In another embodiment of the application, above-mentioned apparatus further include:
Generation unit is configured to generate message notifying frame on the display interface, be equipped in the message notifying frame
Load option corresponding with the highest search data to be recommended of order；
Receiving unit is configured to receive the trigger request of the load option, and executes corresponding with the trigger request
The highest search data to be recommended of order load operation.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored with base on computer readable storage medium
In the recommended program of search term, realized provided by each method embodiment when the recommended program based on search term is executed by processor
Method and step, for example,
Searching request is received, and extracts the account identification carried in searching request and search term；
Obtain at least one search data corresponding with search term, wherein each search data have unique data mark
Know and at least one data label；
Obtain at least one corresponding user tag of account identification；
According to each user tag and data label, the corresponding tag match degree of each search data is determined；
The historical operation information of each search data is obtained, and according to historical operation information and tag match degree, is calculated every
The search matching degree of a search data and search term；
According to search matching degree, search data to be recommended are determined from least one search data.
Fig. 7 is the structural schematic diagram for the mobile terminal that another embodiment of the present invention provides.Mobile terminal shown in Fig. 7
700 include: at least one processor 701, memory 702, at least one network interface 704 and other users interface 703.It is mobile
Various components in terminal 400 are coupled by bus system 705.It is understood that bus system 705 is for realizing these groups
Connection communication between part.Bus system 705 further includes power bus, control bus and state in addition to including data/address bus
Signal bus.But for the sake of clear explanation, various buses are all designated as bus system 705 in Fig. 7.
Wherein, user interface 703 may include display, keyboard or pointing device (for example, mouse, trace ball
(trackball), touch-sensitive plate or touch screen etc..
It is appreciated that the memory 702 in the embodiment of the present invention can be volatile memory or nonvolatile memory,
It or may include both volatile and non-volatile memories.Wherein, nonvolatile memory can be read-only memory (Read-
OnlyMemory, ROM), programmable read only memory (ProgrammableROM, PROM), Erasable Programmable Read Only Memory EPROM
(ErasablePROM, EPROM), electrically erasable programmable read-only memory (ElectricallyEPROM, EEPROM) dodge
It deposits.Volatile memory can be random access memory (RandomAccessMemory, RAM), and it is slow to be used as external high speed
It deposits.By exemplary but be not restricted explanation, the RAM of many forms is available, such as static random access memory
(StaticRAM, SRAM), dynamic random access memory (DynamicRAM, DRAM), Synchronous Dynamic Random Access Memory
(SynchronousDRAM, SDRAM), double data speed synchronous dynamic RAM (DoubleDataRate
SDRAM, DDRSDRAM), enhanced Synchronous Dynamic Random Access Memory (Enhanced SDRAM, ESDRAM), synchronized links
Dynamic random access memory (SynchlinkDRAM, SLDRAM) and direct rambus random access memory
(DirectRambusRAM, DRRAM).Memory 402 described herein is intended to include but is not limited to these to be suitble to any other
The memory of type.
In some embodiments, memory 702 stores following element, and unit or data structure can be performed, or
Their subset of person or their superset: operating system 7021 and application program 7022.
Wherein, operating system 7021 include various system programs, such as ccf layer, core library layer, driving layer etc., are used for
Realize various basic businesses and the hardware based task of processing.Application program 7022 includes various application programs, such as media
Player (MediaPlayer), browser (Browser) etc., for realizing various applied business.Realize embodiment of the present invention side
The program of method may be embodied in application program 7022.
In embodiments of the present invention, by the program or instruction of calling memory 402 to store, specifically, can be application
The program or instruction stored in program 7022, processor 701 are used to execute method and step provided by each method embodiment, such as
Include:
Searching request is received, and extracts the account identification carried in searching request and search term；
Obtain at least one search data corresponding with search term, wherein each search data have unique data mark
Know and at least one data label；
Obtain at least one corresponding user tag of account identification；
According to each user tag and data label, the corresponding tag match degree of each search data is determined；
The historical operation information of each search data is obtained, and according to historical operation information and tag match degree, is calculated every
The search matching degree of a search data and search term；
According to search matching degree, search data to be recommended are determined from least one search data.
The method that the embodiments of the present invention disclose can be applied in processor 701, or be realized by processor 701.
Processor 701 may be a kind of IC chip, the processing capacity with signal.During realization, the above method it is each
Step can be completed by the integrated logic circuit of the hardware in processor 701 or the instruction of software form.Above-mentioned processing
Device 701 can be general processor, digital signal processor (DigitalSignalProcessor, DSP), specific integrated circuit
(ApplicationSpecific IntegratedCircuit, ASIC), ready-made programmable gate array
(FieldProgrammableGateArray, FPGA) either other programmable logic device, discrete gate or transistor logic
Device, discrete hardware components.It may be implemented or execute disclosed each method, step and the logical box in the embodiment of the present invention
Figure.General processor can be microprocessor or the processor is also possible to any conventional processor etc..In conjunction with the present invention
The step of method disclosed in embodiment, can be embodied directly in hardware decoding processor and execute completion, or use decoding processor
In hardware and software unit combination execute completion.Software unit can be located at random access memory, and flash memory, read-only memory can
In the storage medium of this fields such as program read-only memory or electrically erasable programmable memory, register maturation.The storage
Medium is located at memory 702, and processor 701 reads the information in memory 702, and the step of the above method is completed in conjunction with its hardware
Suddenly.
It is understood that embodiments described herein can with hardware, software, firmware, middleware, microcode or its
Combination is to realize.For hardware realization, processing unit be may be implemented in one or more specific integrated circuit (Application
SpecificIntegratedCircuits, ASIC), digital signal processor (DigitalSignalProcessing, DSP),
Digital signal processing appts (DSPDevice, DSPD), programmable logic device (ProgrammableLogicDevice, PLD),
Field programmable gate array (Field-ProgrammableGateArray, FPGA), general processor, controller, microcontroller
In device, microprocessor, other electronic units for executing herein described function or combinations thereof.
For software implementations, the techniques described herein can be realized by executing the unit of function described herein.Software generation
Code is storable in memory and is executed by processor.Memory can in the processor or portion realizes outside the processor.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, all of these belong to the protection of the present invention.
Claims (10)
1. a kind of recommended method based on search term, which is characterized in that the described method comprises the following steps:
Searching request is received, and extracts the account identification carried in described search request and search term；
Obtain at least one search data corresponding with described search word, wherein each described search data have unique number
According to mark and at least one data label；
Obtain at least one corresponding user tag of the account identification；
According to each user tag and the data label, the corresponding tag match degree of each described search data is determined；
The historical operation information of each described search data is obtained, and according to the historical operation information and the tag match
Degree, calculates the search matching degree of each described search data Yu described search word；
According to described search matching degree, search data to be recommended are determined from least one described search data.
2. recommended method according to claim 1, which is characterized in that the history behaviour for obtaining each described search data
Include: as information
The account identification is obtained to the history number of clicks of each described search data, and, all accounts are to each described
The history for searching for data clicks total degree；
It is described according to the historical operation information and the tag match degree, calculate each described search data and described search word
Search matching degree include:
Tid=α Aid+βBid+γCid；
Wherein, T is described search matching degree；A is that the history clicks total degree；B is the history number of clicks；C is described
Tag match degree；α is the value that the history clicks corresponding first weight of total degree；β is that the history number of clicks is corresponding
The value of second weight；γ is the value of the corresponding third weight of the tag match degree；Id is the serial number of described search matching degree, is taken
Being worth range is 1,2,3....n.
3. recommended method according to claim 1, which is characterized in that it is described according to described search matching degree, from least one
Determine that search data to be recommended include: in a described search data
According to the size of each described search matching degree, each described search data are arranged according to sequence from high to low
Sequence；
According to the order of sequence, preset quantity search data are chosen as search data to be recommended；
Preset quantity search data to be recommended are shown in the display interface according to the order of sequence.
4. recommended method according to claim 3, which is characterized in that the method also includes:
Message notifying frame is generated on the display interface, is equipped in the message notifying frame and order is highest to be recommended searches
The corresponding load option of rope data；
The trigger request of the load option is received, and executes that corresponding with trigger request order is highest to be recommended to be searched
The load of rope data operates.
5. a kind of recommendation apparatus based on search term, which is characterized in that described device includes:
Receiving unit is configured to receive searching request, and extracts the account identification carried in described search request and search term；
First acquisition unit is configured to obtain at least one search data corresponding with described search word, wherein each described
Searching for data has unique Data Identification and at least one data label；
Second acquisition unit is configured to obtain at least one corresponding user tag of the account identification；
First determination unit determines that each described search data are corresponding according to each user tag and the data label
Tag match degree；
Computing unit is configured to obtain the historical operation information of each described search data, and is believed according to the historical operation
Breath and the tag match degree, calculate the search matching degree of each described search data Yu described search word；
Second determination unit is configured to according to described search matching degree, is determined from least one described search data wait push away
The search data recommended.
6. recommendation apparatus according to claim 5, which is characterized in that the computing unit includes:
Subelement is obtained, is configured to obtain the account identification to the history number of clicks of each described search data, and,
All accounts click total degree to the history of each described search data；The computing unit can indicate are as follows:
Tid=α Aid+βBid+γCid；
Wherein, T is described search matching degree；A is that the history clicks total degree；B is the history number of clicks；C is described
Tag match degree；α is the value that the history clicks corresponding first weight of total degree；β is that the history number of clicks is corresponding
The value of second weight；γ is the value of the corresponding third weight of the tag match degree；Id is the serial number of described search matching degree, is taken
Being worth range is 1,2,3....n.
7. recommendation apparatus according to claim 5, which is characterized in that second determination unit includes:
Sorting subunit is configured to the size according to each described search matching degree, to each described search data according to by
High to Low sequence is ranked up；
Subelement is chosen, the order according to sequence is configured to, chooses preset quantity search data as search to be recommended
Data；
Show subelement, be configured to by preset quantity search data to be recommended according to sequence order in the display interface
It is shown.
8. recommendation apparatus according to claim 7, which is characterized in that described device further include:
Generation unit, is configured to generate message notifying frame on the display interface, be equipped in the message notifying frame with it is secondary
The corresponding load option of the highest search data to be recommended of sequence；
Receiving unit is configured to receive the trigger request of the load option, and executes corresponding with the trigger request time
The load of the highest search data to be recommended of sequence operates.
9. a kind of terminal device, which is characterized in that the terminal device include: at least one processor, memory, at least one
Network interface and user interface；
At least one described processor, memory, at least one network interface and user interface are coupled in one by bus system
It rises；
The processor is used to execute as any in Claims 1-4 by the program or instruction of calling the memory to store
The step of recommended method described in one based on search term.
10. a kind of computer readable storage medium, which is characterized in that be stored on the computer readable storage medium and be based on searching
The recommended program of rope word is realized when the recommended program based on search term is executed by processor as any in Claims 1-4
The step of recommended method described in one based on search term.
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