CN107797646A - Method, device, terminal device and storage medium - Google Patents
Method, device, terminal device and storage medium Download PDFInfo
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- CN107797646A CN107797646A CN201711085517.5A CN201711085517A CN107797646A CN 107797646 A CN107797646 A CN 107797646A CN 201711085517 A CN201711085517 A CN 201711085517A CN 107797646 A CN107797646 A CN 107797646A
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/26—Power supply means, e.g. regulation thereof
- G06F1/32—Means for saving power
- G06F1/3203—Power management, i.e. event-based initiation of a power-saving mode
- G06F1/3234—Power saving characterised by the action undertaken
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
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Abstract
The embodiment of the present application discloses a kind of method, device, terminal device and storage medium, and this method includes determining user interest collection according to the usage record of terminal device；Obtain in terminal device and treat information browsing, treat that information browsing is screened to obtain information to be displayed according to described in the user interest set pair；The information to be displayed is shown according to predetermined manner.This programme improves flexibility and the efficiency that user browses information, reduces the power consumption of terminal device.
Description
Technical field
The invention relates to computer technology, more particularly to a kind of method, device, terminal device and deposit
Storage media.
Background technology
With the raising of terminal device popularity, increasing user's using terminal equipment performs various work(
Can be to meet self-demand, such as using terminal equipment reads word, watches video, listen music, play game, terminal device conduct
Contemporary main information transmit-receive instrument, increasingly by the favor and attention of users.
In the prior art, user by the bitcom of installing terminal equipment as wechat, short message carry out social information
Transmitting-receiving, but when the bitcom information content is excessive, user need to spend more time and efforts enter the browsing of row information,
Read, efficiency is low, and the information browse function existing defects that existing software provides are, it is necessary to improve.
The content of the invention
The invention provides a kind of method, device, terminal device and storage medium, improves user and browses letter
The flexibility of breath and efficiency, reduce the power consumption of terminal device.
In a first aspect, the embodiment of the present application provides a kind of method, including：
User interest collection is determined according to the usage record of terminal device；
Obtain in terminal device and treat information browsing, treat that information browsing is screened according to described in the user interest set pair
To obtain information to be displayed；
The information to be displayed is shown according to predetermined manner.
Second aspect, the embodiment of the present application additionally provide a kind of information sifting device, including：
Interest collection determining module, for determining user interest collection according to the usage record of terminal device；
Information browsing acquisition module is treated, information browsing is treated for obtaining in terminal device；
Information to be displayed determining module, for according to treated described in the user interest set pair information browsing screened with
To information to be displayed；
Display module, for the information to be displayed to be shown according to predetermined manner.
The third aspect, the embodiment of the present application additionally provide a kind of terminal device, including：Processor, memory and storage
On a memory and the computer program that can run on a processor, realized such as during computer program described in the computing device
Method described in the embodiment of the present application.
Fourth aspect, the embodiment of the present application additionally provide a kind of storage medium for including terminal device executable instruction, institute
State terminal device executable instruction as during terminal device computing device for the information sieve described in performing the embodiment of the present application
Choosing method.
In this programme, user interest collection is determined according to the usage record of terminal device, obtains and waits to read in terminal device
Information, treat that information browsing is screened to obtain information to be displayed according to described in the user interest set pair, will be described to be shown
Information is shown that this programme improves flexibility and the efficiency that user browses information, reduces terminal and sets according to predetermined manner
Standby power consumption.
Brief description of the drawings
By reading the detailed description made to non-limiting example made with reference to the following drawings, of the invention is other
Feature, objects and advantages will become more apparent upon：
Fig. 1 is a kind of flow chart for method that the embodiment of the present application provides；
Fig. 2 is the flow chart of another method provided in an embodiment of the present invention；
Fig. 3 is the flow chart for another method that the embodiment of the present application provides；
Fig. 4 is the flow chart for another method that the embodiment of the present application provides；
Fig. 5 is the flow chart for another method that the embodiment of the present application provides；
Fig. 6 is a kind of structured flowchart for information sifting device that the embodiment of the present application provides；
Fig. 7 is a kind of structural representation for terminal device that the embodiment of the present application provides.
Embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used to explain the present invention, rather than limitation of the invention.It also should be noted that for the ease of retouching
State, part related to the present invention rather than entire infrastructure are illustrate only in accompanying drawing.
Fig. 1 is a kind of flow chart for method that the embodiment of the present application provides, and the present embodiment was applicable to end
The display information of end equipment is screened, and this method can be performed by the terminal device that the embodiment of the present application provides, the terminal
The information sifting device of equipment can be realized by the way of software and/or hardware, as shown in figure 1, the present embodiment offer is specific
Scheme is as follows：
Step S101, user interest collection is determined according to the usage record of terminal device.
With the popularization of terminal device, the daily using terminal equipment of user carries out a large amount of doings, such as by wechat, short
Letter carries out the transmission of message.At the same time, user can also receive the reception of a large amount of message, especially group's message, such as user daily
Add parents of student and exchange group, daily parents of student and teacher can send a large amount of message in group；And for example user has paid close attention to very
More wechat public numbers, microblogging number etc., substantial amounts of PUSH message is similarly had daily and treats user's reading.
User can retain various usage records in using terminal device procedures, according to the different operating of user, such as watch
Video, browse webpage, take the operations such as phone and can all leave corresponding usage record, can be accordingly video playback record,
Web page browsing record, log etc..
In one embodiment, user interest collection, Ke Yishi are determined according to the usage record of terminal device：According to user couple
The point selection operation for content of leaving a message, determines user interest collection.Wherein message can be software app group's message message, and user is clear
Look at message when message can be clicked on to choose/determine accordingly, wherein the message clicked on be user itself concern disappearing
Breath.It is also possible that user interest collection is determined according to the message reply content of user's typing, and it is exemplary, can be when user enters
When row message is replied, the content according to the reply determines user interest collection.It is also possible that according to the video playback in terminal device
Record, search record and information browse record determine user interest collection, i.e., true according to the reservation record of the support of terminal device
Determine the interest collection of user.
In one embodiment, the user interest collection is storable in database, and the content for forming user interest collection can be with
It is multiple keywords, the plurality of antistop list requisition family either relatively important information content interested.Wherein, the user
The keyword of interest collection storage includes the keyword for carrying out machine learning according to user's usage record and obtaining, specifically, to use
It is recorded as exemplified by user browses record, to browse input of the record as machine mould, corresponding output is one or more to be corresponded to
Keyword, wherein, the machine mould can be trained study by great amount of samples by server to obtain, can be by supervised
Study, the study of non-supervisory formula, semi-supervised learning or intensified learning obtain, and the algorithm used in learning process includes：Return and calculate
Method, the algorithm of Case-based Reasoning, regularization algorithm, decision Tree algorithms, bayesian algorithm, the algorithm based on core, clustering algorithm, association
Rule-based algorithm, artificial neural network algorithm, deep learning algorithm and reduction dimension algorithm etc..
Rapid S102, obtain in terminal device and treat information browsing, information browsing is treated according to described in the user interest set pair
Screened to obtain information to be displayed.
In one embodiment, when user carries out social information transmitting-receiving using app, it can accordingly be reserved and connect by app
What mouth acquisition active user did not read treats information browsing, it is also possible that the method can be integrated in social software.With peace
Exemplified by tall and erect system, a registrable Observer, when thering is new message to receive not read, by calling onChange methods to obtain
The unread short messages；When there is missed call to be, the missed call can be read from database, specifically：
In one embodiment, it is to be shown to obtain according to treating that information browsing is screened described in the user interest set pair
Information includes：Keyword extraction is carried out to the content of text for treating information browsing and obtains one or more keywords；According to institute
The interest word for stating one or more keywords and the user interest centralized recording carries out characters matching, true according to matching result
Treat that one or more information in information browsing information is information to be displayed described in fixed.
In one embodiment, it is described to treat that information browsing is screened to be treated according to described in the user interest set pair
Display information includes：Machine learning is carried out to the content of text for treating information browsing and obtains one or more keywords；According to
One or more of keywords and the interest word of the user interest centralized recording carry out characters matching, according to matching result
It is determined that one or more information treated in information browsing information is information to be displayed.
Step S103, the information to be displayed is shown according to predetermined manner.
In one embodiment, the information to be displayed is carried out into display according to predetermined manner includes：If described wait to show
It is group's message to show information, then is shown the font size of the information to be displayed, font color according to preset format；If
The information to be displayed is recommendation message, then shows the recommendation message top set.Wherein, the preset format can be that font is big
Small to become big, overstriking, font color is different from conventional arrangement color, or carries out frame encirclement to information to be displayed, in a reality
Apply in example, information to be displayed can be set according to preset format and shown, other information not being screened out are shown in the lump, at one
In embodiment, the information for only showing and filtering out can also be.Wherein, when information to be read is recommendation message, will can filter out
Recommendation message to be shown rearrangement, it is exemplary, top set can be ranked up according to time sequencing when being screened out and shown.
As shown in the above, after generating user interest collection by the usage record of terminal device, according to the user interest
Information to be read is screened in set pair terminal device, and the information filtered out is highlighted, in order to which user is all
Need to be successively read to obtain time that useful information brings in more people of unread information, the problem of energy consumption is excessive, by a large amount of
The filtering that is automatic and meeting user's self-demand of people of unread information, improve the efficiency of user profile reading.
On the basis of above-described embodiment, before the usage record according to terminal device determines user interest collection,
Also include：Obtain the customer attribute information of the terminal device user；Accordingly, the usage record according to terminal device
Determine that user interest collection includes：User interest collection is determined according to the usage record of terminal device and the customer attribute information.
Wherein, customer attribute information is introduced in user interest collection determination process as parameter, specifically, the difference of terminal device makes
User possesses different attributes, and such as sex is different, the age is different, occupation is different, hobby difference, therefore different user attribute
There is some difference for corresponding social content interested.In one embodiment, the use according to terminal device user
Family attribute information determines that user interest collection can be：User interest is determined according to the sex of user, age, occupation and weather
Collection.Wherein weather characterizes the animation of user, such as whether there is child.It is also possible that according to user when different
Between put residing geographical position and determine user interest collection, wherein geographical position characterizes user's letter interested to a certain extent
Breath, such as often come in and go out gymnasium, then characterizes user to body-building very preference, and pays close attention to the information of related content, such as often disengaging
Market, then it is very interested in doing shopping to characterize user
Fig. 2 is the flow chart for another method that the embodiment of the present application provides, optionally, described according to terminal
The usage record of equipment determines that user interest collection includes following at least one：Point selection operation according to user to content of leaving a message, really
Determine user interest collection；User interest collection is determined according to the message reply content of user's typing.As shown in Fig. 2 technical scheme is specific
It is as follows：
Step S201, the point selection operation according to user to content of leaving a message, determines user interest collection.
Exemplary, in user interest collection generation phase, user can feel in using terminal equipment information browsing to oneself
The information of interest is clicked on, and click can eject the list option for whether adding interest collection accordingly after choosing, and user can click on
This information browsing is defined as information of interest by the list items.Optionally, after this message is clicked, this message is obtained
Content of text, to text content carry out semantics recognition obtain corresponding noun, by the noun be added to user interest concentrate.
Optionally, user interest collection includes system default keyword, can be characterize the date keyword, such as " day, the moon, year, number ",
The keyword in place is characterized, such as " road, hotel, hotel ", characterizes the keyword of time, such as " when, divide ".
Step S202, obtain in terminal device and treat information browsing, believe according to waiting to read described in the user interest set pair
Breath is screened to obtain information to be displayed.
Step S203, the information to be displayed is shown according to predetermined manner.
From the foregoing, when user is browsing social information, incited somebody to action by being monitored the point selection operation of user
This social information is defined as user's content interested and stored after carrying out keyword extraction to user interest collection, follow-up right
As screening foundation when information browsing is screened, the precision that the information filtered out meets user's request is improved, it is exemplary
, after screening matching and obtaining information to be displayed, the information to be displayed that the Keywords matching for clicking to obtain by user can be gone out
Preferential display.
In another embodiment, above-mentioned steps S201 can also be：Determined according to the message reply content of user's typing
User interest collection.Exemplary,, can after user's typing chat content when user participates in group's messaging chat using social software
The text message of the chat content is obtained, and accordingly obtains the text of the default number of branches (such as 5-10 bars) before of the chat text information
This content carries out characters matching, if the match is successful, the phrase matched is defined as into keyword and is added to user interest collection
In.In the embodiment, the information of user's typing can be subjected to corresponding content of text matching, foundation as message return information
Keyword is determined with result and is concentrated added to user interest, it is additionally manually operated without user, can be automatically interested in user
Content speculated and obtain corresponding keyword, optionally, can also directly carry out language to the social information content of user's typing
Justice is identified to determine keyword and be added in user-interest library.
It should be noted that user interest collection can also be carried out according to the determination mode of above two user interest collection simultaneously
Determination.
Fig. 3 is the flow chart for another method that the embodiment of the present application provides, optionally, described according to terminal
The usage record of equipment determines that user interest collection includes：According to the video playback record in terminal device, search record and letter
Breath browses record and determines user interest collection.As shown in figure 3, technical scheme is specific as follows：
Step S301, determine to use according to the video playback record in terminal device, search record and information browse record
Family interest collection.
Wherein, when video playback record includes all kinds of video app broadcasting video contents of user's using terminal equipment installation
Record, search record can be the search content of user's webpage typing when for example Baidu, Google scan for, information browse record
It can be the webpage browsed.Specifically, video playback record, search record can be by calling the api interfaces of corresponding app softwares
Obtain, information browse is recorded by taking the Web page subject browsed as an example, determines to work as front opening by the getTitle methods in WebView
The theme of webpage.After getting video playback record, search record and information browse record, carried out to recorded word content
Keyword extraction, optionally, TF-IDF, topic-model, textrank or rake algorithm can be used.The antistop list of extraction
Take over family content interested for use, added it to accordingly after keyword extraction in user-interest library.
Step S302, obtain in terminal device and treat information browsing, believe according to waiting to read described in the user interest set pair
Breath is screened to obtain information to be displayed.
Step S303, the information to be displayed is shown according to predetermined manner.
From the foregoing, usage record during by user's using terminal equipment is obtained, analyzed, keyword extraction
To obtain user's content interested, after adding it to user interest collection, matching use is carried out in follow-up filter information, is made
Information after must screening is the content that user is interested in maximum probability, and carries out Special display to screening content, is improved
User browses flexibility and the efficiency of information, reduces the power consumption of terminal device.
Fig. 4 is the flow chart for another method that the embodiment of the present application provides, optionally, described in the foundation
Treat that information browsing is screened described in user interest set pair is included with obtaining information to be displayed：To the text for treating information browsing
Content carries out keyword extraction and obtains one or more keywords；It is emerging according to one or more of keywords and the user
The interest word of interesting centralized recording carries out characters matching, according to one or more treated described in matching result determination in information browsing information
Bar information is information to be displayed.As shown in figure 4, technical scheme is specific as follows：
Step S401, user interest is determined to the point selection operation of message content or the message reply content of typing according to user
Collection.
Step S402, obtain in terminal device and treat information browsing, the content of text for treating information browsing is closed
Keyword extracts to obtain one or more keywords.
Exemplary, group's message that information browsing is some group in some the social class app installed in terminal device is treated,
Assuming that the masses have 100 do not read treat information browsing, the content for treating information browsing first is obtained, acquisition modes referring to
Step S102, here is omitted.After acquisition, it can treat that information browsing is grouped to this 100, such as every 20 one group,
It can also be and information browsing, which carries out keyword extraction, to be treated to all, specific extracting mode can be the frequency occurred according to word
It is determined, the word that will appear from the frequency higher (ten before such as frequency quantity) is defined as keyword.In another embodiment, adopt
Take and treat that information browsing carries out single semantics recognition to determine one or more keywords to every got.
Step S403, carried out according to one or more of keywords and the interest word of the user interest centralized recording
Characters matching, treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
Wherein, determine in step S402 after one or more of information browsing keyword, storing accordingly
Keywords matching is carried out in the database of user interest collection, corresponding keyword is hit if concentrated in user interest, will go out
Now the keyword treats that information browsing is defined as information to be displayed.
Step S404, the information to be displayed is shown according to predetermined manner.
From the foregoing, it is compared by the content for concentrating the content treated in information browsing and user interest to determine
One or more information to be displayed, and most information to be displayed is shown according to particular form at last, avoiding user needs
Read one by one in a large amount of people of unread information and look for the problem of reading that valuable content is brought is cumbersome, improved user and browse information
Flexibility and efficiency, reduce the power consumption of terminal device.
Fig. 5 is the flow chart for another method that the embodiment of the present application provides, optionally, described in the foundation
Treat that information browsing is screened described in user interest set pair is included with obtaining information to be displayed：To the text for treating information browsing
Content carries out machine learning and obtains one or more keywords；According to one or more of keywords and the user interest
The interest word of centralized recording carries out characters matching, and one or more in information browsing information is treated described in foundation matching result determination
Information is information to be displayed.As shown in figure 5, technical scheme is specific as follows：
Step S501, user interest is determined to the point selection operation of message content or the message reply content of typing according to user
Collection.
Step S502, obtain in terminal device and treat information browsing, machine is carried out to the content of text for treating information browsing
Device learns to obtain one or more keywords.
In one embodiment, treat that information browsing as mode input, is inputted into preset model using every, with output one
Or it is multiple corresponding to keywords, the preset model can be trained study by great amount of samples by server to obtain, can be by
Supervised study, the study of non-supervisory formula, semi-supervised learning or intensified learning obtain, and the algorithm used in learning process includes：
Regression algorithm, the algorithm of Case-based Reasoning, regularization algorithm, decision Tree algorithms, bayesian algorithm, the algorithm based on core, cluster are calculated
Method, association rule algorithm, artificial neural network algorithm, deep learning algorithm and reduction dimension algorithm etc..Base in the embodiment
In treating that information browsing carries out machine learning and speculate obtained keyword to carry out the matching of subsequent key word, the screening of information.
Step S503, carried out according to one or more of keywords and the interest word of the user interest centralized recording
Characters matching, treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
Wherein, determine in step S502 after one or more of information browsing keyword, storing accordingly
Keywords matching is carried out in the database of user interest collection, corresponding keyword is hit if concentrated in user interest, will go out
Now the keyword treats that information browsing is defined as information to be displayed.
Step S504, the information to be displayed is shown according to predetermined manner.
From the foregoing, it is compared by the content for concentrating the content treated in information browsing and user interest to determine
One or more information to be displayed, and most information to be displayed is shown according to particular form at last, wherein, introduce machine learning
The intention that process treats information browsing sign is predicted and generated the screening that corresponding keyword is used to subsequently treat information browsing,
And finally shown, avoiding user needs to read readding of looking for that valuable content brings one by one in a large amount of people of unread information
The problem of cumbersome is read, further increases the serviceability of the information finally filtered out.
Fig. 6 is a kind of structured flowchart for information sifting device that the embodiment of the present application provides, and the device is above-mentioned for performing
The method that embodiment provides, possesses the corresponding functional module of execution method and beneficial effect.As shown in fig. 6, the dress
Put and specifically include：Interest collection determining module 101, treat information browsing acquisition module 102, information to be displayed determining module 103 and show
Show module 104, wherein,
Interest collection determining module 101, for determining user interest collection according to the usage record of terminal device；
Information browsing acquisition module 102 is treated, information browsing is treated for obtaining in terminal device；
Information to be displayed determining module 103, for treating that information browsing is screened according to described in the user interest set pair
To obtain information to be displayed；
Display module 104, for the information to be displayed to be shown according to predetermined manner.
As shown in the above, in this programme, user interest collection is determined according to the usage record of terminal device, obtains terminal
Information browsing is treated in equipment, according to treating that information browsing is screened to obtain letter to be shown described in the user interest set pair
Breath, the information to be displayed is shown according to predetermined manner, this programme improves flexibility and the effect that user browses information
Rate, reduce the power consumption of terminal device.
In a possible embodiment, the interest collection determining module 101 is specifically used for：
Point selection operation according to user to content of leaving a message, determines user interest collection；
User interest collection is determined according to the message reply content of user's typing.
In a possible embodiment, the interest collection determining module 101 is specifically used for：
User interest collection is determined according to the video playback record in terminal device, search record and information browse record.
In a possible embodiment, the information to be displayed determining module 103 is specifically used for：
Keyword extraction is carried out to the content of text for treating information browsing and obtains one or more keywords；
Characters matching is carried out according to one or more of keywords and the interest word of the user interest centralized recording,
Treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
In a possible embodiment, the information to be displayed determining module 103 is specifically used for：
Machine learning is carried out to the content of text for treating information browsing and obtains one or more keywords；
Characters matching is carried out according to one or more of keywords and the interest word of the user interest centralized recording,
Treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
In a possible embodiment, the interest collection determining module 101 is additionally operable to：
Before the usage record according to terminal device determines user interest collection, the terminal device user is obtained
Customer attribute information, user interest collection is determined according to the usage record of terminal device and the customer attribute information.
In a possible embodiment, the display module 104 is specifically used for：
If the information to be displayed is group's message, by the font size of the information to be displayed, font color according to
Preset format is shown；
If the information to be displayed is recommendation message, the recommendation message top set is shown.
The present embodiment provides a kind of terminal device on the basis of the various embodiments described above, and Fig. 7 is that the embodiment of the present application carries
The structural representation of a kind of terminal device supplied, as shown in fig. 7, the terminal device 200 includes：Memory 201, processor
(Central Processing Unit, CPU) 202, Peripheral Interface 203, RF (Radio Frequency, radio frequency) circuit 205,
Voicefrequency circuit 206, loudspeaker 211, power management chip 208, input/output (I/O) subsystem 209, touch-screen 212, other
Input/control devices 210 and outside port 204, these parts are led to by one or more communication bus or signal wire 207
Letter.
It should be understood that graphic terminal 200 is only an example of terminal device, and terminal device 200
Can have than more or less parts shown in figure, can combine two or more parts, or can be with
Configured with different parts.Various parts shown in figure can be including one or more signal transactings and/or special
Hardware, software including integrated circuit are realized in the combination of hardware and software.
The terminal device for being used to open the rights management of application more that the present embodiment provides is described in detail below, should
Terminal device is by taking smart mobile phone as an example.
Memory 201, the memory 201 can be accessed by CPU202, Peripheral Interface 203 etc., and the memory 201 can
Including high-speed random access memory, can also include nonvolatile memory, such as one or more disk memories,
Flush memory device or other volatile solid-state parts.
The input of equipment and output peripheral hardware can be connected to CPU202 and deposited by Peripheral Interface 203, the Peripheral Interface 203
Reservoir 201.
I/O subsystems 209, the I/O subsystems 209 can be by the input/output peripherals in equipment, such as touch-screen 212
With other input/control devicess 210, Peripheral Interface 203 is connected to.I/O subsystems 209 can include the He of display controller 2091
For controlling one or more input controllers 2092 of other input/control devicess 210.Wherein, one or more input controls
Device 2092 processed receives electric signal from other input/control devicess 210 or sends electric signal to other input/control devicess 210,
Other input/control devicess 210 can include physical button (pressing button, rocker buttons etc.), dial, slide switch, behaviour
Vertical pole, click on roller.What deserves to be explained is input controller 2092 can with it is following any one be connected：Keyboard, infrared port,
The instruction equipment of USB interface and such as mouse.
Touch-screen 212, the touch-screen 212 are the input interface and output interface between user terminal and user, can
It can include figure, text, icon, video etc. to user, visual output depending on output display.
Display controller 2091 in I/O subsystems 209 receives electric signal from touch-screen 212 or sent out to touch-screen 212
Electric signals.Touch-screen 212 detects the contact on touch-screen, and the contact detected is converted to and shown by display controller 2091
The interaction of user interface object on touch-screen 212, that is, realize man-machine interaction, the user interface being shown on touch-screen 212
Icon that object can be the icon of running game, be networked to corresponding network etc..What deserves to be explained is equipment can also include light
Mouse, light mouse is not show the touch sensitive surface visually exported, or the extension of the touch sensitive surface formed by touch-screen.
RF circuits 205, it is mainly used in establishing the communication of mobile phone and wireless network (i.e. network side), realizes mobile phone and wireless network
The data receiver of network and transmission.Such as transmitting-receiving short message, Email etc..Specifically, RF circuits 205 receive and send RF letters
Number, RF signals are also referred to as electromagnetic signal, and RF circuits 205 convert electrical signals to electromagnetic signal or electromagnetic signal is converted into telecommunications
Number, and communicated by the electromagnetic signal with communication network and other equipment.RF circuits 205 can include being used to perform
The known circuit of these functions, it includes but is not limited to antenna system, RF transceivers, one or more amplifiers, tuner, one
Individual or multiple oscillators, digital signal processor, CODEC (COder-DECoder, coder) chipset, user identify mould
Block (Subscriber Identity Module, SIM) etc..
Voicefrequency circuit 206, it is mainly used in receiving voice data from Peripheral Interface 203, the voice data is converted into telecommunications
Number, and the electric signal is sent to loudspeaker 211.
Loudspeaker 211, for the voice signal for receiving mobile phone from wireless network by RF circuits 205, it is reduced to sound
And play the sound to user.
Power management chip 208, the hardware for being connected by CPU202, I/O subsystem and Peripheral Interface are powered
And power management.
The executable present invention of the information sifting device and terminal device of the terminal device provided in above-described embodiment is any real
The method for the terminal device that example is provided is applied, possesses and performs the corresponding functional module of this method and beneficial effect.Not
The ins and outs of detailed description in the above-described embodiments, reference can be made to the information for the terminal device that any embodiment of the present invention is provided
Screening technique.
The embodiment of the present application also provides a kind of storage medium for including terminal device executable instruction, and the terminal device can
Execute instruction is used to perform a kind of method when by terminal device computing device, and this method includes：
User interest collection is determined according to the usage record of terminal device；
Obtain in terminal device and treat information browsing, treat that information browsing is screened according to described in the user interest set pair
To obtain information to be displayed；
The information to be displayed is shown according to predetermined manner.
In a possible embodiment, it is following to determine that user interest collection includes for the usage record according to terminal device
It is at least one：
Point selection operation according to user to content of leaving a message, determines user interest collection；
User interest collection is determined according to the message reply content of user's typing.
In a possible embodiment, the usage record according to terminal device determines that user interest collection includes：
User interest collection is determined according to the video playback record in terminal device, search record and information browse record.
In a possible embodiment, it is described according to treated described in the user interest set pair information browsing screened with
Obtaining information to be displayed includes：
Keyword extraction is carried out to the content of text for treating information browsing and obtains one or more keywords；
Characters matching is carried out according to one or more of keywords and the interest word of the user interest centralized recording,
Treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
In a possible embodiment, it is described according to treated described in the user interest set pair information browsing screened with
Obtaining information to be displayed includes：
Machine learning is carried out to the content of text for treating information browsing and obtains one or more keywords；
Characters matching is carried out according to one or more of keywords and the interest word of the user interest centralized recording,
Treat that one or more information in information browsing information is information to be displayed according to described in matching result determination.
In a possible embodiment, before the usage record according to terminal device determines user interest collection,
Also include：
Obtain the customer attribute information of the terminal device user；
Accordingly, the usage record according to terminal device determines that user interest collection includes：
User interest collection is determined according to the usage record of terminal device and the customer attribute information.
In a possible embodiment, it is described the information to be displayed is subjected to display according to predetermined manner to include：
If the information to be displayed is group's message, by the font size of the information to be displayed, font color according to
Preset format is shown；
If the information to be displayed is recommendation message, the recommendation message top set is shown.
Storage medium --- any various types of memory devices or storage device.Term " storage medium " is intended to wrap
Include：Install medium, such as CD-ROM, floppy disk or magnetic tape equipment；Computer system memory or random access memory, such as
DRAM, DDR RAM, SRAM, EDO RAM, blue Bath (Rambus) RAM etc.；Nonvolatile memory, such as flash memory, magnetizing mediums
(such as hard disk or optical storage)；Memory component of register or other similar types etc..Storage medium can also include other
The memory of type or its combination.In addition, storage medium can be located at program in the first computer system being wherein performed,
Or can be located in different second computer systems, second computer system is connected to the by network (such as internet)
One computer system.Second computer system can provide programmed instruction and be used to perform to the first computer." storage is situated between term
Matter " can include may reside within diverse location two of (such as in different computer systems by network connection) or
More storage mediums.Storage medium can store the programmed instruction that can be performed by one or more processors and (such as implement
For computer program).
Certainly, a kind of storage medium for including computer executable instructions that the embodiment of the present application is provided, its computer
The method operation that executable instruction is not limited to the described above, can also carry out what any embodiment of the present invention was provided
Associative operation in method.
Pay attention to, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious changes,
Readjust and substitute without departing from protection scope of the present invention.Therefore, although being carried out by above example to the present invention
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
Other more equivalent embodiments can be included, and the scope of the present invention is determined by scope of the appended claims.
Claims (10)
- A kind of 1. method, it is characterised in that including：User interest collection is determined according to the usage record of terminal device；Obtain terminal device in treat information browsing, according to treated described in the user interest set pair information browsing screened with To information to be displayed；The information to be displayed is shown according to predetermined manner.
- 2. according to the method for claim 1, it is characterised in that the usage record according to terminal device determines that user is emerging Interest collection includes following at least one：Point selection operation according to user to content of leaving a message, determines user interest collection；User interest collection is determined according to the message reply content of user's typing.
- 3. according to the method for claim 1, it is characterised in that the usage record according to terminal device determines that user is emerging Interest collection includes：User interest collection is determined according to the video playback record in terminal device, search record and information browse record.
- 4. according to the method in claim 2 or 3, it is characterised in that described to wait to read according to described in the user interest set pair Information of looking at is screened to be included with obtaining information to be displayed：Keyword extraction is carried out to the content of text for treating information browsing and obtains one or more keywords；Characters matching, foundation are carried out according to one or more of keywords and the interest word of the user interest centralized recording Matching result treats that one or more information in information browsing information is information to be displayed described in determining.
- 5. according to the method in claim 2 or 3, it is characterised in that described to wait to read according to described in the user interest set pair Information of looking at is screened to be included with obtaining information to be displayed：Machine learning is carried out to the content of text for treating information browsing and obtains one or more keywords；Characters matching, foundation are carried out according to one or more of keywords and the interest word of the user interest centralized recording Matching result treats that one or more information in information browsing information is information to be displayed described in determining.
- 6. according to the method any one of claim 1-3, it is characterised in that remembered described according to the use of terminal device Before record determines user interest collection, in addition to：Obtain the customer attribute information of the terminal device user；Accordingly, the usage record according to terminal device determines that user interest collection includes：User interest collection is determined according to the usage record of terminal device and the customer attribute information.
- 7. according to the method for claim 6, it is characterised in that described to carry out the information to be displayed according to predetermined manner Display includes：If the information to be displayed is group's message, by the font size of the information to be displayed, font color according to default Form is shown；If the information to be displayed is recommendation message, the recommendation message top set is shown.
- A kind of 8. information sifting device, it is characterised in that including：Interest collection determining module, for determining user interest collection according to the usage record of terminal device；Information browsing acquisition module is treated, information browsing is treated for obtaining in terminal device；Information to be displayed determining module, for treating that information browsing is screened to be treated according to described in the user interest set pair Display information；Display module, for the information to be displayed to be shown according to predetermined manner.
- 9. a kind of terminal device, including：Processor, memory and storage are on a memory and the meter that can run on a processor Calculation machine program, it is characterised in that realized described in the computing device during computer program such as any one of claim 1-7 institutes The method stated.
- A kind of 10. storage medium for including terminal device executable instruction, it is characterised in that the terminal device executable instruction As method during terminal device computing device for execution as any one of claim 1-7.
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