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CN109165292A - Data processing method and device and mobile terminal - Google Patents

Data processing method and device and mobile terminal Download PDF

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Publication number
CN109165292A
CN109165292A CN201810814646.1A CN201810814646A CN109165292A CN 109165292 A CN109165292 A CN 109165292A CN 201810814646 A CN201810814646 A CN 201810814646A CN 109165292 A CN109165292 A CN 109165292A
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China
Prior art keywords
intent
feedback information
mobile terminal
target text
preset
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CN201810814646.1A
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Chinese (zh)
Inventor
段要辉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Priority to CN201810814646.1A priority Critical patent/CN109165292A/en
Publication of CN109165292A publication Critical patent/CN109165292A/en
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/451Execution arrangements for user interfaces
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/0483Interaction with page-structured environments, e.g. book metaphor
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0487Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
    • G06F3/0488Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/237Lexical tools
    • G06F40/242Dictionaries
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities
    • G06F40/289Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295Named entity recognition
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The embodiment of the application discloses a data processing method, a data processing device and a mobile terminal. The method comprises the following steps: detecting a preset touch operation acting on a target area; processing data displayed in the target area after the preset touch operation is detected to obtain target text information; identifying the intention represented by the target text information based on a preset semantic identification rule; displaying feedback information corresponding to the intent. According to the method, the mobile terminal can display the feedback information corresponding to the intention of the target text information of the current interface in the current interface, so that a user can obtain the required information without jumping to the interface of the current application program in the process of operating the mobile terminal, the speed of obtaining the feedback information by the mobile terminal is improved, and the user experience is greatly improved.

Description

Data processing method, device and mobile terminal
Technical field
This application involves technical field of mobile terminals, more particularly, to a kind of data processing method, device and movement Terminal.
Background technique
Usual user using mobile terminal when being chatted or browsed web content, if encountering some queries, that It needs to restart other application programs or opens other interfaces again come the problem of inquiring, to cause not to user Just.
Summary of the invention
In view of the above problems, present applicant proposes a kind of data processing method, device and mobile terminals, are improved with realizing The above problem.
In a first aspect, being applied to mobile terminal, the method this application provides a kind of data processing method, comprising: inspection Survey the preset touch operation for acting on target area;After detecting preset touch operation, the target area is shown Data handled, to obtain target text information;Based on default semantics recognition rule, the target text information institute is identified The intention of characterization;Show feedback information corresponding with the intention.
Second aspect, this application provides a kind of data processing equipments, run on mobile terminal, described device, comprising: pre- If touch control operation detection unit, for detecting the preset touch operation for acting on target area;Data processing unit, for when inspection After measuring the preset touch operation, the data shown to the target area are handled, to obtain target text information;Language Adopted recognition unit, for identifying the intention that the target text information is characterized based on default semantics recognition rule;Information push Unit, for showing feedback information corresponding with the intention.
The third aspect, this application provides a kind of mobile terminals, including one or more processors and memory;One Or multiple programs are stored in the memory and are configured as being executed by one or more of processors, it is one or Multiple programs are configured to carry out above-mentioned method.
Fourth aspect, a kind of computer-readable storage medium provided by the present application, the computer-readable storage are situated between Matter includes the program of storage, wherein executes above-mentioned method in described program operation.
A kind of data processing method, device and mobile terminal provided by the present application act on target area by detection Preset touch operation;After detecting preset touch operation, the data shown to the target area are handled, with Obtain target text information;Based on default semantics recognition rule, the intention that the target text information is characterized is identified;Display with It is described to be intended to corresponding feedback information.So that mobile terminal can be shown and current interface in current interface The corresponding feedback information of the intention of target text information can not so that user can be during operating mobile terminal The interface for jumping current application program can get information required for oneself, improve acquisition for mobile terminal feedback information Speed is also greatly improved user experience.
These aspects or other aspects of the application can more straightforward in the following description.
Detailed description of the invention
In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment Attached drawing is briefly described, it should be apparent that, the drawings in the following description are only some examples of the present application, for For those skilled in the art, without creative efforts, it can also be obtained according to these attached drawings other attached Figure.
Fig. 1 shows a kind of flow chart of data processing method of the application proposition;
The schematic diagram of target area in a kind of data processing method proposed Fig. 2 shows the application;
Fig. 3 shows the schematic diagram of intention assessment in a kind of data processing method of the application proposition;
Fig. 4 shows a kind of schematic diagram for showing feedback information in a kind of data processing method of the application proposition;
Another data processing method another kind that Fig. 5 shows the application proposition shows the schematic diagram of feedback information;
Fig. 6 shows the flow chart of another data processing method of the application proposition;
Fig. 7 shows the flow chart of another data processing method of the application proposition;
Fig. 8 shows a kind of structural block diagram of data processing equipment of the application proposition;
Fig. 9 shows the structural block diagram of another data processing equipment of the application proposition;
Figure 10 shows the structural block diagram of another data processing equipment of the application proposition;
Figure 11 shows a kind of structural block diagram of mobile terminal of the application proposition;
Figure 12 shows the structural block diagram of another mobile terminal of the application proposition;
Figure 13 shows the mobile terminal for executing the data processing method according to the embodiment of the present application of the application Structural block diagram.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on Embodiment in the application, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall in the protection scope of this application.
In the early stage of development of mobile terminal technology, mobile terminal is only configured with physical button, and user is moved by touch-control The physical button of terminal configuration is moved to control mobile terminal.And with the appearance of touching display screen, mobile terminal is more Be configured with touching display screen, allow user that the control to mobile terminal can be realized by touching display screen.
For example, user can be pressed into text identification region by two fingers in text identification scene, user is being detected Two fingers pressing duration be more than after certain time length or two fingers pressing dynamics are more than certain dynamics, to start to the region pressed Text is identified, to extract keyword, and then scans for obtaining with keyword associated information keyword to carry out Display.
And inventors have found that user needs to control mobile terminal and switches the interface currently shown in some touch-control scenes It just can be carried out subsequent operation, cause user experience not high.For example, if user has found to need to call others in chat interface Application program inquires some information in current interface, or some behaviour represented by executing in the text that current interface show When making, needs first to exit current interface, other interfaces is then gone to be inquired or called other application programs again, from And to user inconvenience is caused, also strong influence user experience.Therefore, inventors herein proposing can be current in the application Interface in can show interface message with the associated application program of current interface, so that user can be in operation mobile terminal During, the interface that can not jump current application program can get the interface message of other applications, greatly Data processing method, device and the mobile terminal that the user experience is improved.
First application environment involved in the application will be introduced below.
The data processing object of data processing method provided herein can be picture and be also possible to text.Wherein, In the case where process object is picture, mobile terminal can first be identified the text in picture, obtain the text in picture Content, then subsequent data processing step is carried out, it is scanned for for example, splitting out keyword from content of text.Furthermore this Apply for that text handled by the data processing method provided can be the part text that mobile terminal is shown, or mobile whole The shown all texts in end.
Present embodiments are specifically described below in conjunction with attached drawing.
Referring to Fig. 1, a kind of data processing method provided by the present application, is applied to mobile terminal, which comprises
Step S110: detection acts on the preset touch operation of target area.
Wherein, as a kind of mode, target area operates the region acted on by the preset touch, or is mobile whole The whole region of the display screen at end.For example, as shown in Fig. 2, the target area of touch control operation is area shown in figure if detecting When the A of domain, and be exactly the contact 99 when falling in region A of preset touch operation, mobile terminal can to the picture shown in the A of region or Person's line of text processing, to extract the mark of application program from the picture or text that region A is shown.And if target area is The whole region of display screen, after any position of display screen detects preset touch control operation, mobile terminal can be to display for that Shield all pictures or text currently shown to be handled, to extract the mark of application program.
It is so based on above two mode, mobile terminal can operate acted on region according to preset touch is to determine Data processing, or the full frame carry out data processing to display screen only are carried out to partial region.For example, can be in target area Some specific text fragment perhaps some picture or in the case where display area for entire display screen, if detecting pre- If the position of touch control operation is some text fragment or some picture, then mobile terminal is only to the text where position Short circuit or picture carry out data processing.If position is the blank position of non-display text or picture, then mobile terminal Data processing can be carried out to the content of all displays in the display area of display screen, so as to the mark for the program that is applied.
Wherein, touch control operation includes pressing operation and slide.Wherein, pressing operation, which refers to, touches mobile terminal Display screen after, the operation of certain pressure is persistently generated to the touch position in the display screen.Wherein, pressing operation can be list Refer to pressing, is also possible to two fingers and presses the pressing even more referred to.Furthermore preset touch operation can be more than preset area Pressing operation, or the pressing operation more than default pressing dynamics.And slide refers in touching display screen Behind one position, touch points is made to be moved to the operation of another location from the position, and is kept with display screen always in moving process Touching.
Step S120: after detecting preset touch operation, the data shown to the target area are handled, To obtain target text information.
Below by again to how from the data that target area is shown extract target text information be illustrated.
As a kind of mode, target text information is to be shown based on semantics recognition rule from target area in this application That extracts in data best embodies the text of user's intention.Specifically, mobile terminal can be based on existing semantic analytic technique Target text information is parsed from target area.Wherein, using semantic analytic technique can by the picture of target area or Data in person's text are split as the word or word individually completed.For example, the data that target area is shown are that " Wish i knew visits When the match in benevolence Munich is ", then the target text letter that mobile terminal is parsed based on semantic analytic technique Breath can be " when the match of Bayern Munich is ".
Wherein, as a kind of mode, it can be pre-configured with the dictionary library of each semantic component, for example, the word of entity word Allusion quotation library, the dictionary library of action nominal and the dictionary library for modifying word etc..Wherein, the dictionary library for modifying word can specifically include Time word dictionary library, quantity word dictionary library etc..After the data for showing target area extract text, by the text of extraction This is segmented, and the word after participle is successively then based on above-mentioned dictionary library and is compared, will compare successful word again into Row combination obtains target text information.
Or it is illustrated with the example above, for example, identifying that " I wants to know text from the data that mark region is shown When the match of road Bayern Munich is " after, it is segmented according to semanteme, " I " can be arrived, " thinking ", " knowing ", " visitd Benevolence Munich ", " ", " match ", "Yes", " what " and " when ".And if by above-mentioned participle and dictionary library above-mentioned into Row compare, can hit be " Bayern Munich " (entity word), " match " (action nominal) and " when " (time word Language).The word of hit can be combined to obtain target text information again " match of Bayern Munich is by so mobile terminal When ", to be refined to obtain more to the data that target area is shown in advance by before subsequent intention assessment The target text information of the core demand of user can be expressed, so as to the subsequent intention that can more accurately identify user.
Step S130: based on default semantics recognition rule, the intention that the target text information is characterized is identified.
The target text information is segmented, obtains including more according to preset word segmentation regulation as a kind of mode A semantic classification text obtains multiple users and is intended to according to the multiple semantic classification text of default intent classifier rule process Classification, the multiple user's intent classifier is input in preset neural network model, it is true to obtain the neural network model Fixed user is intended to the intention characterized as the target text information.
Specifically, the context that mobile terminal identifies needs is semantic, the set for establishing a Query passes to intention point In class device, the intent classifier can to phrase therein, entity word, sentiment analysis, part-of-speech tagging and by syntax decompose and User is intended to classify after natural language processing, obtains multiple user's intent classifiers, then from multiple user's intent classifiers Carry out in word to the feature extraction in knowledge base, then since neural network model to Candidate Set (i.e. the strong answer of correlation) into Row is recalled, and then provides optimal decision scheme further according to the retrieval degree of correlation and multi-model fusion after rearrangement, as Feedback information.
For example, as shown in figure 3, can be established by Query pretreatment for the target text information got corresponding Then the set of the Query of foundation is transmitted to intent classifier by the set of Query, it is intended that classifier is based on intent classifier again, leads to Different intent classifiers is distributed in control in crossing, and then does feature extraction to different classification respectively again, and it is strong finally to select correlation Answer is as feedback information.
Step S140: display feedback information corresponding with the intention.
It is understood that show if the feedback information searched only needs to carry out text, mobile terminal can be with The display text by way of card.For example, feedback information includes that the troop for the Bayern Munich that card 98 is shown is situated between such as Fig. 4 Continue and card 97 show Bayern Munich information for the game.Also, information, card are timely got for the ease of user The button that entitled " reminding me " is also shown in 98, after detecting the button by touch-control, mobile terminal can be by Bayern The information for the game in Munich is added in calendar, and when starting to compete, mobile terminal can issue prompting message.
Furthermore as a kind of mode, the multiple semantic classification text includes that the text that characterization is intended to and characterization are intended to The text of object is executed, the display includes: after showing depressed operation with the step of intention corresponding feedback information It can trigger the control for executing the intention, and show the intentional text for executing object in the control.
In this case, it further includes application journey for executing text corresponding content that feedback information, which not only includes text, Sequence, then mobile terminal can add the application program of touch-control mobile terminal execution text corresponding content in the card of display Interface message.For example, if being " playing Beijing Beijing " based on the target text information that foregoing manner is got, then characterization is intended to Text be " broadcastings ", and characterize that be intended to execute object be " Beijing Beijing ", then in this case, as shown in figure 5, showing The information of the song " Beijing Beijing " shown in the card 96 shown, then can be touched after detecting user's touch-control card 96 The music playing process that hair starting mobile terminal is installed plays song " Beijing Beijing ".
Furthermore alternatively, the multiple semantic classification text includes the first text of the main body that characterization is intended to And the second text of the adjoint information of characterization intention;The display with the step of intention corresponding feedback information includes: It is equal with first text and second text to search for regard first text and second text as keyword Relevant feedback information;The display feedback information related with first text and second text.
A kind of data processing method provided by the present application acts on the preset touch operation of target area by detecting;When After detecting the preset touch operation, the data shown to the target area are handled, to obtain target text information; Based on default semantics recognition rule, the intention that the target text information is characterized is identified;It shows corresponding with the intention anti- Feedforward information.So that mobile terminal can show the meaning with the target text information of current interface in current interface Corresponding feedback information is schemed, so that user can not jump current application program during operating mobile terminal Interface can get information required for oneself, improve the speed of acquisition for mobile terminal feedback information, also greatly mention User experience is risen.
Referring to Fig. 6, a kind of data processing method provided by the present application, is applied to mobile terminal, which comprises
Step S210: detection acts on the preset touch operation of target area.
Step S220: after detecting preset touch operation, the data shown to the target area are handled, To obtain target text information.
Step S230: based on default semantics recognition rule, the intention that the target text information is characterized is identified.
Step S240: multiple feedback informations corresponding with the intention are obtained.
Step S250: multiple cards are shown, and show the feedback information in each card.
Wherein, as a kind of mode, the degree of correlation of each feedback information Yu the intention is obtained;According to respectively shown The sequence of the degree of correlation of the information of feedback from high to low, shows the multiple card.
Wherein, as a kind of mode, in addition to the acquisition feedback information that can be configured by neural network model oneself is related Other than degree.The amount of text in target text information that can also be hit by the feedback information detected determines. Or by taking target text information above-mentioned " when the match of Bayern Munich is " as an example.In the target text information it It is preceding split obtained text include " Bayern Munich ", " match " and " when ", then for be based on " Bayern Munich ", " match " and " when " whole word search feedback information the degree of correlation highest with intention, the degree of correlation of next is base In the feedback information that " Bayern Munich " and " match " searches, followed by the feedback letter searched based on " Bayern Munich " Breath.
Wherein, corresponding with the intention anti-in order to the subsequent intention that can quickly identify user, and search Feedforward information, the feedback information that can be selected in obtaining the feedback information;By the type of the feedback information selected Corresponding storage is carried out with the intention of the target text information.
So in this case, described based on default semantics recognition rule, identify that the target text information is characterized Intention the step of before further include: search local whether is stored with feedback information corresponding with the target text information;If Local not find feedback information corresponding with the target text information, execution is described to be based on default semantics recognition rule, Identify the intention that the target text information is characterized.
Wherein it is possible to understand, mobile terminal can correspond in a manner of tables of data store feedback information type and The intention of the target text information.
As shown above, the tables of data established includes id field, TEXT field, Back_text field and Back_ Text field, wherein ID is used to indicate the label of uniqueness, and TEXT field is for storing target text information, Back_text word Section is used for store feedback information, and type or the type that is intended to of the Back_text field for store feedback information.So In this case, mobile terminal is to search for whether this has feedback letter corresponding with target text information in a manner of text matches Breath.For example, if mobile terminal is subsequent to recognize target text information again, directly directly with the TEXT field in tables of data into Row matching, if successful match (the target text information recognized is identical with the content of some TEXT field), directly will The corresponding Back_text field of that matched information recognized does not have to after executing again as final feedback information Continuous intention assessment.
A kind of data processing method provided by the present application acts on the preset touch operation of target area by detecting;When After detecting the preset touch operation, the data shown to the target area are handled, to obtain target text information; Based on default semantics recognition rule, the intention that the target text information is characterized is identified;Be then based on multiple cards show with It is described to be intended to corresponding multiple feedback informations.So that mobile terminal can show in current interface and work as prezone The corresponding feedback information of intention of the target text information in face can so that user can be during operating mobile terminal Information required for oneself can be got not jump the interface of current application program, improves acquisition for mobile terminal feedback letter The speed of breath, is also greatly improved user experience.
Referring to Fig. 7, a kind of data processing method provided by the present application, is applied to mobile terminal, which comprises
Step S310: detection acts on the preset touch operation of target area.
Step S320: after detecting preset touch operation, the data shown to the target area are handled, To obtain target text information.
Step S330: based on default semantics recognition rule, the intention that the target text information is characterized is identified.
Step S340: feedback information corresponding with the intention is obtained.
Step S350: detect whether the feedback information is associated with third party application.
Wherein, as a kind of mode, mobile terminal can be according to the type of the feedback information searched or from target text The meaning of the behavior word splitted out in this information determines whether feedback information is associated with third party application.For example, If searching feedback information includes musical designation or video name etc., decision-feedback information association third party application, If searching feedback information value is related to the information that text is shown, decision-feedback information is not associated with third party application.
Step S360: if detecting, the feedback information is associated with third party application, shows corresponding with the intention Feedback information, starting the third party application from the background.It can make user after clicking feedback information in this way, it is mobile Terminal can directly show application program from being switched to foreground from the background, and not have to again go again from the beginning after user clicks feedback information Start application program, so as to shorten the time that user waits, promotes user experience.
A kind of data processing method provided by the present application acts on the preset touch operation of target area by detecting;When After detecting the preset touch operation, the data shown to the target area are handled, to obtain target text information; Based on default semantics recognition rule, the intention that the target text information is characterized is identified;If detecting, the feedback information is closed It is associated with third party application, shows feedback information corresponding with the intention, and starting the third-party application from the background Program.So that mobile terminal can show the intention with the target text information of current interface in current interface Corresponding feedback information, so that user can not jump current application program during operating mobile terminal Interface can get information required for oneself, improve the speed of acquisition for mobile terminal feedback information, also greatly be promoted User experience.
Referring to Fig. 8, a kind of data processing equipment 400 provided by the present application, mobile terminal is run on, described device 400, Include:
Preset touch operates detection unit 410, for detecting the preset touch operation for acting on target area;
Data processing unit 420, the number for being shown to the target area after detecting preset touch operation According to being handled, to obtain target text information.
Semantics recognition unit 430, for identifying what the target text information was characterized based on default semantics recognition rule It is intended to.
As a kind of mode, semantics recognition unit 430, comprising:
Subelement 431 is segmented, for segmenting, obtaining to the target text information according to preset word segmentation regulation Including multiple semantic classification texts;
Intent classifier subelement 432, for obtaining according to the multiple semantic classification text of default intent classifier rule process To multiple user's intent classifiers;
It is intended to determine subelement 433, for the multiple user's intent classifier to be input to preset neural network model In, it obtains the user that the neural network model determines and is intended to the intention characterized as the target text information.
Information push unit 440, for showing feedback information corresponding with the intention.
Referring to Fig. 9, a kind of data processing equipment 500 provided by the present application, mobile terminal is run on, described device 500, Include:
Preset touch operates detection unit 510, for detecting the preset touch operation for acting on target area;
Data processing unit 520, the number for being shown to the target area after detecting preset touch operation According to being handled, to obtain target text information.
Semantics recognition unit 530, for identifying what the target text information was characterized based on default semantics recognition rule It is intended to.
Feedback information acquiring unit 540, for obtaining multiple feedback informations corresponding with the intention.
Card display unit 550 shows the feedback letter for showing multiple cards, and in each card Breath.
Referring to Fig. 10, a kind of data processing equipment 600 provided by the present application, runs on mobile terminal, described device 600, comprising:
Preset touch operates detection unit 610, for detecting the preset touch operation for acting on target area;
Data processing unit 620, the number for being shown to the target area after detecting preset touch operation According to being handled, to obtain target text information.
Semantics recognition unit 630, for identifying what the target text information was characterized based on default semantics recognition rule It is intended to.
Feedback information acquiring unit 640, for obtaining multiple feedback informations corresponding with the intention.
Application program associative cell 650, for detecting whether the feedback information is associated with third party application.
Information push unit 660, if for detecting that the feedback information is associated with third party application, display and institute It states and is intended to corresponding feedback information, starting the third party application from the background.
It should be noted that aforementioned device embodiment with preceding method embodiment be it is corresponding, in Installation practice Particular content may refer to the content in preceding method embodiment.
In conclusion a kind of data processing method, device and mobile terminal provided by the present application, are in having detected After the touch control operation of first state, display characterizes the touch control operation from the first state to the situation of change of the second state Progress shows control, after detecting that the touch control operation is in second state, carries out to the data that target area is shown Processing, to obtain target text information, and further displays information associated with the target text information, so that Target area has been chosen, data are carried out in the process of processing to the data that target area is shown, the touch-control of user is grasped Work more can intuitively be shown that the user experience is improved.
A kind of mobile terminal provided by the present application is illustrated below in conjunction with Figure 11.
Figure 11 is please referred to, based on above-mentioned data processing method, device, another kind that the embodiment of the present application also provides can be with Execute the mobile terminal 100 of aforementioned terminals control method.Mobile terminal 100 include the one or more that intercouples (in figure only Show one) processor 102 and memory 104.Wherein, preceding method implementation can be executed by being stored in the memory 104 The program of content in example, and processor 102 can execute the program stored in the memory 104.
A kind of mobile terminal provided by the present application is illustrated below in conjunction with Figure 12 and Figure 13.
Referring to Fig. 10, the embodiment of the present application also provides one kind and can execute based on above-mentioned data processing method, device The mobile terminal 100 of aforementioned data processing method.Mobile terminal 100 includes electronic body portion 10, and the electronic body portion 10 is wrapped The first screen 120 for including shell 12 and being arranged on the shell 12.Metal, such as steel, aluminium alloy can be used in the shell 12 It is made.In the present embodiment, first screen 120 and the second screen 121 generally include display panel 111, may also comprise use The circuit etc. of touch control operation is carried out to the display panel 111 in response.The display panel 111 can be a liquid crystal display Panel (Liquid Crystal Display, LCD), in some embodiments, the display panel 111 are simultaneously a touch Screen 109.
As shown in figure 13, in actual application scenarios, the mobile terminal 100, which can be used as intelligent mobile phone terminal, to be made With, in this case the electronic body portion 10 also typically include one or more (one is only shown in figure) processors 102, Memory 104, RF (Radio Frequency, radio frequency) module 106, voicefrequency circuit 110, sensor 114, input module 118, Power module 122.It will appreciated by the skilled person that the application does not cause the structure in the electronic body portion 10 It limits.For example, the electronic body portion 10 may also include than more perhaps less component as shown in the figure or have in figure Shown different configuration.
It will appreciated by the skilled person that every other component belongs to for the processor 102 It is coupled between peripheral hardware, the processor 102 and these peripheral hardwares by multiple Peripheral Interfaces 124.The Peripheral Interface 124 can Based on following standard implementation: Universal Asynchronous Receive/sending device (Universal Asynchronous Receiver/ Transmitter, UART), universal input/output (General Purpose Input Output, GPIO), serial peripheral connect Mouthful (Serial Peripheral Interface, SPI), internal integrated circuit (Inter-Integrated Circuit, I2C), but it is not limited to above-mentioned standard.In some instances, the Peripheral Interface 124 can only include bus;In other examples In, the Peripheral Interface 124 may also include other elements, such as one or more controller, such as connecting the display The display controller of panel 111 or storage control for connecting memory.In addition, these controllers can also be from described It detaches, and is integrated in the processor 102 or in corresponding peripheral hardware in Peripheral Interface 124.
The memory 104 can be used for storing software program and module, and the processor 102 is stored in institute by operation The software program and module in memory 104 are stated, thereby executing various function application and data processing.The memory 104 may include high speed random access memory, may also include nonvolatile memory, and such as one or more magnetic storage device dodges It deposits or other non-volatile solid state memories.In some instances, the memory 104 can further comprise relative to institute The remotely located memory of processor 102 is stated, these remote memories can pass through network connection to the electronic body portion 10 Or first screen 120.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, mobile communication Net and combinations thereof.
The wireless module 106 is used to receive and transmit electromagnetic wave, realizes the mutual conversion of electromagnetic wave and electric signal, from And it is communicated with communication network or other equipment.The wireless module 106 may include various existing for executing these The circuit element of function, for example, antenna, RF transceiver, digital signal processor, encryption/deciphering chip, subscriber identity module (SIM) card, memory etc..The wireless module 106 can with various networks for example internet, intranet, wireless network into Row communication is communicated by wireless network and other equipment.Above-mentioned wireless network may include cellular telephone networks, nothing Line local area network or Metropolitan Area Network (MAN).Various communication standards, agreement and technology can be used in above-mentioned wireless network, including but and unlimited In global system for mobile communications (Global System for Mobile Communication, GSM), enhanced mobile communication Technology (Enhanced Data GSM Environment, EDGE), Wideband CDMA Technology (wideband code Division multiple access, W-CDMA), Code Division Multiple Access (Code division access, CDMA), time-division Multiple access technology (time division multiple access, TDMA), adopting wireless fidelity technology (Wireless, Fidelity, WiFi) (such as American Institute of Electrical and Electronics Engineers's standard IEEE 802.10A, IEEE 802.11b, IEEE802.11g and/ Or IEEE 802.11n), the networking telephone (Voice over internet protocal, VoIP), worldwide interoperability for microwave accesses (Worldwide Interoperability for Microwave Access, Wi-Max), other be used for mail, Instant Messenger The agreement and any other suitable communications protocol of news and short message, or even may include that those are not developed currently yet Agreement.
Voicefrequency circuit 110, loudspeaker 101, sound jack 103, microphone 105 provide user and the electronic body jointly Audio interface between portion 10 or first screen 120.Specifically, the voicefrequency circuit 110 connects from the processor 102 Voice data is received, voice data is converted into electric signal, by electric signal transmission to the loudspeaker 101.The loudspeaker 101 will Electric signal is converted to the sound wave that human ear can be heard.The voicefrequency circuit 110 receives electric signal also from the microphone 105, will Electric signal is converted to voice data, and gives the processor 102 to be further processed data transmission in network telephony.Audio number According to can from the memory 104 or by the wireless module 106 obtain.In addition, audio data also can store to It is sent in the memory 104 or by the wireless module 106.The wireless module 106 can be Bluetooth communication mould Block, WIFI communication module or the module for supporting other wireless communication protocols.
The setting of sensor 114 is in the electronic body portion 10 or in first screen 120, the sensor 114 example includes but is not limited to: optical sensor, operation sensor, pressure sensor, infrared heat sensor, Distance-sensing Device, gravity accelerometer and other sensors.
Specifically, the optical sensor may include light sensor 114F, pressure sensor 114G.Wherein, pressure sensing Device 114G can detecte the sensor by pressing the pressure generated in mobile terminal 100.That is, pressure sensor 114G detection by with The pressure that contact between family and mobile terminal or pressing generate, for example, by between the ear and mobile terminal of user contact or Press the pressure generated.Therefore, whether pressure sensor 114G may be used to determine occurs between user and mobile terminal 100 The size of contact or pressing and pressure.
Referring to Figure 13, specifically in the embodiment shown in fig. 13, the light sensor 114F and the pressure Force snesor 114G is arranged adjacent to the display panel 111.The light sensor 114F can have object close to described first When screen 120, such as when the electronic body portion 10 is moved in one's ear, the processor 102 closes display output.
As a kind of motion sensor, gravity accelerometer can detect in all directions (generally three axis) and accelerate The size of degree can detect that size and the direction of gravity when static, can be used to identify the application of 100 posture of mobile terminal (such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.. In addition, the electronic body portion 10 can also configure the other sensors such as gyroscope, barometer, hygrometer, thermometer, herein no longer It repeats,
In the present embodiment, the input module 118 may include the touch screen being arranged on first screen 120 109, the touch screen 109 collects the touch operation of user on it or nearby, and (for example user is any using finger, stylus etc. Operation of the suitable object or attachment on the touch screen 109 or near the touch screen 109), and according to presetting The corresponding attachment device of driven by program.Optionally, the touch screen 109 may include touch detecting apparatus and touch controller. Wherein, the touch orientation of the touch detecting apparatus detection user, and touch operation bring signal is detected, it transmits a signal to The touch controller;The touch controller receives touch information from the touch detecting apparatus, and by the touch information It is converted into contact coordinate, then gives the processor 102, and order that the processor 102 is sent can be received and executed. Furthermore, it is possible to realize the touching of the touch screen 109 using more classifying types such as resistance-type, condenser type, infrared ray and surface acoustic wave Touch detection function.In addition to the touch screen 109, in other change embodiments, the input module 118 can also include it His input equipment, such as key.The key for example may include the character keys for inputting character, and for triggering control function The control button of energy.The example of the control button includes " returning to main screen " key, power on/off key etc..
The information and the electronics that first screen 120 is used to show information input by user, is supplied to user The various graphical user interface of body part 10, these graphical user interface can by figure, text, icon, number, video and its Any combination is constituted, in an example, the touch screen 109 may be disposed on the display panel 111 to it is described Display panel 111 constitutes an entirety.
The power module 122 is used to provide power supply to the processor 102 and other each components.Specifically, The power module 122 may include power-supply management system, one or more power supply (such as battery or alternating current), charging circuit, Power-fail detection circuit, inverter, indicator of the power supply status and any other with the electronic body portion 10 or described the The generation, management of electric power and the relevant component of distribution in one screen 120.
The mobile terminal 100 further includes locator 119, and the locator 119 is for determining 100 institute of mobile terminal The physical location at place.In the present embodiment, the locator 119 realizes the positioning of the mobile terminal 100 using positioning service, The positioning service, it should be understood that the location information of the mobile terminal 100 is obtained by specific location technology (as passed through Latitude coordinate), it is marked on the electronic map by the technology or service of the position of positioning object.
It should be understood that above-mentioned mobile terminal 100 is not limited to intelligent mobile phone terminal, should refer to can moved Computer equipment used in dynamic.Specifically, mobile terminal 100, refers to the mobile computer for being equipped with intelligent operating system Equipment, mobile terminal 100 include but is not limited to smart phone, smartwatch, tablet computer, etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office It can be combined in any suitable manner in one or more embodiment or examples.In addition, without conflicting with each other, the skill of this field Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples It closes and combines.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or Implicitly include at least one this feature.In the description of the present application, the meaning of " plurality " is at least two, such as two, three It is a etc., unless otherwise specifically defined.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discussed suitable Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be by the application Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings Interconnecting piece (mobile terminal), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory (ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the application can be realized with hardware, software, firmware or their combination.Above-mentioned In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.In addition, in each embodiment of the application In each functional unit can integrate in a processing module, be also possible to each unit and physically exist alone, can also two A or more than two units are integrated in a module.Above-mentioned integrated module both can take the form of hardware realization, can also It is realized in the form of using software function module.If the integrated module realized in the form of software function module and as Independent product when selling or using, also can store in a computer readable storage medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..Although having been shown and retouching above Embodiments herein is stated, it is to be understood that above-described embodiment is exemplary, and should not be understood as the limit to the application System, those skilled in the art can be changed above-described embodiment, modify, replace and become within the scope of application Type.
Finally, it should be noted that above embodiments are only to illustrate the technical solution of the application, rather than its limitations;Although The application is described in detail with reference to the foregoing embodiments, those skilled in the art are when understanding: it still can be with It modifies the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features;And These are modified or replaceed, do not drive corresponding technical solution essence be detached from each embodiment technical solution of the application spirit and Range.

Claims (12)

1.一种数据处理方法,其特征在于,应用于移动终端,所述方法,包括:1. A data processing method, characterized in that, applied to a mobile terminal, the method comprising: 检测作用于目标区域的预设触控操作;Detect preset touch operations acting on the target area; 当检测到所述预设触控操作后,对所述目标区域显示的数据进行处理,以得到目标文本信息;After detecting the preset touch operation, process the data displayed in the target area to obtain target text information; 基于预设语义识别规则,识别所述目标文本信息所表征的意图;Identify the intent represented by the target text information based on the preset semantic recognition rules; 显示与所述意图对应的反馈信息。Feedback information corresponding to the intent is displayed. 2.根据权利要求1所述的方法,其特征在于,所述基于预设语义识别规则,识别所述目标文本信息所表征的意图的步骤包括:2. The method according to claim 1, wherein the step of recognizing the intention represented by the target text information based on a preset semantic recognition rule comprises: 按照预设的分词规则,对所述目标文本信息进行分词,得到包括多个语义分类文本;According to the preset word segmentation rules, word segmentation is performed on the target text information, and a plurality of semantically classified texts are obtained; 按照预设意图分类规则处理所述多个语义分类文本,得到多个用户意图分类;Process the plurality of semantically classified texts according to preset intent classification rules to obtain multiple user intent classifications; 将所述多个用户意图分类输入到预设的神经网络模型中,获取所述神经网络模型确定的用户意图作为所述目标文本信息所表征的意图。The multiple user intent categories are input into a preset neural network model, and the user intent determined by the neural network model is acquired as the intent represented by the target text information. 3.根据权利要求2所述的方法,其特征在于,所述多个语义分类文本包括表征意图的文本以及表征意图执行对象的文本,所述显示与所述意图对应的反馈信息的步骤包括:3. The method according to claim 2, wherein the plurality of semantically classified texts comprise texts representing intent and texts representing intent execution objects, and the step of displaying feedback information corresponding to the intent comprises: 显示受到按压操作后可触发执行所述意图的控件,且所述控件中显示有意图执行对象的文本。A control that can trigger the execution of the intent after being pressed is displayed, and the control displays the text of the intended execution object. 4.根据权利要求2所述的方法,其特征在于,所述多个语义分类文本包括表征意图的主体的第一文本以及表征意图的伴随信息的第二文本;所述显示与所述意图对应的反馈信息的步骤包括:4. The method of claim 2, wherein the plurality of semantically classified texts comprises a first text representing a subject of an intent and a second text representing accompanying information of the intent; the display corresponds to the intent The steps for feedback information include: 将所述第一文本和所述第二文本均作为关键词以搜索与所述第一文本和所述第二文本均相关的反馈信息;Using both the first text and the second text as keywords to search for feedback information related to both the first text and the second text; 显示与所述第一文本和所述第二文本均相关的反馈信息。Feedback information related to both the first text and the second text is displayed. 5.根据权利要求1所述的方法,其特征在于,所述反馈信息有多个,所述显示与所述意图对应的反馈信息的步骤包括:5. The method according to claim 1, wherein there are multiple pieces of the feedback information, and the step of displaying the feedback information corresponding to the intention comprises: 显示多个卡片,并在每个所述卡片显示一个所述反馈信息。A plurality of cards are displayed, and one of the feedback messages is displayed on each of the cards. 6.根据权利要求5所述的方法,其特征在于,所述显示多个卡片,并在每个所述卡片显示一个所述反馈信息的步骤包括:6. The method according to claim 5, wherein the step of displaying a plurality of cards and displaying one piece of the feedback information on each of the cards comprises: 获取每个反馈信息与所述意图的相关度;Obtain the relevance of each feedback information to the intent; 按照各自所显示的反馈的信息的相关度由高到低的顺序,显示所述多个卡片。The plurality of cards are displayed in descending order of the relevance of the displayed feedback information. 7.根据权利要求5所述的方法,其特征在于,所述显示与所述意图对应的反馈信息的步骤之后还包括:7. The method according to claim 5, wherein after the step of displaying the feedback information corresponding to the intention, the step further comprises: 获取所述反馈信息中被选择的反馈信息;acquiring selected feedback information from the feedback information; 将所述被选择的反馈信息的类型与所述目标文本信息的意图进行对应存储。The type of the selected feedback information and the intent of the target text information are stored correspondingly. 8.根据权利要求7所述的方法,其特征在于,所述基于预设语义识别规则,识别所述目标文本信息所表征的意图的步骤之前还包括:8. The method according to claim 7, wherein before the step of recognizing the intention represented by the target text information based on a preset semantic recognition rule, the step further comprises: 查找本地是否存储有与所述目标文本信息对应的反馈信息;Find out whether the feedback information corresponding to the target text information is stored locally; 若本地没有查找到与所述目标文本信息对应的反馈信息,执行所述基于预设语义识别规则,识别所述目标文本信息所表征的意图。If no feedback information corresponding to the target text information is found locally, the predetermined semantic-based recognition rule is executed to recognize the intent represented by the target text information. 9.一种数据处理装置,其特征在于,运行于移动终端,所述装置,包括:9. A data processing device, characterized in that it runs on a mobile terminal, the device comprising: 预设触控操作检测单元,用于检测作用于目标区域的预设触控操作;a preset touch operation detection unit for detecting a preset touch operation acting on the target area; 数据处理单元,用于当检测到所述预设触控操作后,对所述目标区域显示的数据进行处理,以得到目标文本信息;a data processing unit, configured to process the data displayed in the target area to obtain target text information after the preset touch operation is detected; 语义识别单元,用于基于预设语义识别规则,识别所述目标文本信息所表征的意图;A semantic recognition unit, used for recognizing the intent represented by the target text information based on a preset semantic recognition rule; 信息推送单元,用于显示与所述意图对应的反馈信息。An information push unit, configured to display feedback information corresponding to the intention. 10.根据权利要求9所述的装置,其特征在于,所述语义识别单元包括:10. The apparatus according to claim 9, wherein the semantic recognition unit comprises: 分词子单元,用于按照预设的分词规则,对所述目标文本信息进行分词,得到包括多个语义分类文本;a word segmentation subunit, configured to perform word segmentation on the target text information according to a preset word segmentation rule, so as to obtain a plurality of semantically classified texts; 意图分类子单元,用于按照预设意图分类规则处理所述多个语义分类文本,得到多个用户意图分类;an intent classification subunit, configured to process the plurality of semantically classified texts according to preset intent classification rules to obtain multiple user intent classifications; 意图确定子单元,用于将所述多个用户意图分类输入到预设的神经网络模型中,获取所述神经网络模型确定的用户意图作为所述目标文本信息所表征的意图。The intent determination subunit is configured to input the plurality of user intent classifications into a preset neural network model, and obtain the user intent determined by the neural network model as the intent represented by the target text information. 11.一种移动终端,其特征在于,包括一个或多个处理器以及存储器;11. A mobile terminal, comprising one or more processors and a memory; 一个或多个程序被存储在所述存储器中并被配置为由所述一个或多个处理器执行,所述一个或多个程序配置用于执行权利要求1-8任一所述的方法。One or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs being configured to perform the method of any of claims 1-8. 12.一种计算机可读存储介质,其特征在于,所述计算机可读存储介质中存储有程序代码,其中,在所述程序代码运行时执行权利要求1-8任一所述的方法。12 . A computer-readable storage medium, wherein a program code is stored in the computer-readable storage medium, wherein the method according to any one of claims 1-8 is executed when the program code is executed. 13 .
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Application publication date: 20190108