CN107979691A - A kind of subject recommending method, mobile terminal and server - Google Patents
A kind of subject recommending method, mobile terminal and server Download PDFInfo
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- CN107979691A CN107979691A CN201711131134.7A CN201711131134A CN107979691A CN 107979691 A CN107979691 A CN 107979691A CN 201711131134 A CN201711131134 A CN 201711131134A CN 107979691 A CN107979691 A CN 107979691A
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- 238000000034 method Methods 0.000 title claims abstract description 45
- 230000007613 environmental effect Effects 0.000 claims abstract description 57
- 230000008451 emotion Effects 0.000 claims abstract description 10
- 238000004590 computer program Methods 0.000 claims description 10
- 230000005540 biological transmission Effects 0.000 claims description 6
- 230000006870 function Effects 0.000 description 12
- 238000012545 processing Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 6
- 230000006854 communication Effects 0.000 description 5
- 238000004891 communication Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 230000033001 locomotion Effects 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 239000004973 liquid crystal related substance Substances 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000005314 correlation function Methods 0.000 description 1
- 230000008878 coupling Effects 0.000 description 1
- 238000010168 coupling process Methods 0.000 description 1
- 238000005859 coupling reaction Methods 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000018109 developmental process Effects 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 230000005484 gravity Effects 0.000 description 1
- 230000001404 mediated effect Effects 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000020509 sex determination Effects 0.000 description 1
- 230000005236 sound signal Effects 0.000 description 1
- 238000010897 surface acoustic wave method Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
- G10L25/63—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination for estimating an emotional state
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Multimedia (AREA)
- Psychiatry (AREA)
- Hospice & Palliative Care (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- Computational Linguistics (AREA)
- Child & Adolescent Psychology (AREA)
- Environmental & Geological Engineering (AREA)
- Mobile Radio Communication Systems (AREA)
- Telephone Function (AREA)
- Telephonic Communication Services (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The present invention provides a kind of subject recommending method, mobile terminal and server.The described method includes：The voice messaging of user is obtained, Emotion identification is carried out to the voice messaging, obtains user feeling feature；The environmental information being presently according to the user feeling feature and user, determines corresponding theme；The theme is recommended.The environment proposed topic that the present invention is presently according to user feeling feature and user so that the theme of recommendation more meets user demand, improves the intelligence degree and user experience of mobile terminal.
Description
Technical field
The present invention relates to field of communication technology, more particularly to a kind of subject recommending method, mobile terminal and server.
Background technology
With the development of science and technology, mobile phone has become product indispensable during we live.Now, have been developed for
Some application programs have the function of to replace theme automatically, avoid causing aestheticly tired to user using a kind of theme for a long time.
But subject recommending at this stage, which is typically simple recommendation, changes skin mode, it may appear that the theme of recommendation is not met
The problem of user's current demand.
The content of the invention
The embodiment of the present invention provides a kind of subject recommending method, mobile terminal and server, is changed with solving simple recommendation
The theme that recommending occurs in skin mode does not meet the problem of user's current demand.
In order to solve the above-mentioned technical problem, an embodiment of the present invention provides a kind of subject recommending method, applied to mobile whole
End, the described method includes：
The voice messaging of user is obtained, Emotion identification is carried out to the voice messaging, obtains user feeling feature；
The environmental information being presently according to the user feeling feature and user, determines corresponding theme；
The theme is recommended.
In order to solve the above-mentioned technical problem, the embodiment of the present invention additionally provides a kind of subject recommending method, applied to service
Device, the described method includes：
The environmental information that the user feeling feature and user that reception mobile terminal is sent are presently in；
Topic model in the user feeling feature, the environmental information and the server determines theme；
The definite theme is sent to the mobile terminal.
In order to solve the above-mentioned technical problem, the embodiment of the present invention additionally provides a kind of mobile terminal, the mobile terminal bag
Include：
Data obtaining module, for obtaining the voice messaging of user, carries out Emotion identification to the voice messaging, is used
Family affective characteristics；
First theme determining module, for the environmental information being presently according to the user feeling feature and user, really
Fixed corresponding theme；
Subject recommending module, for recommending the theme.
In order to solve the above-mentioned technical problem, the embodiment of the present invention additionally provides a kind of server, and the server includes：
Information receiving module, the environment letter that user feeling feature and user for receiving mobile terminal transmission are presently in
Breath；
Second theme determining module, for according in the user feeling feature, the environmental information and the server
Topic model determine theme；
The embodiment of the present invention additionally provides a kind of mobile terminal, including processor, memory and is stored in the memory
Computer program that is upper and can running on the processor, is realized as above when the computer program is performed by the processor
The step of subject recommending method stated.
The embodiment of the present invention additionally provides a kind of computer-readable recording medium, it is characterised in that described computer-readable
Computer program is stored on storage medium, the computer program realizes subject recommending method described above when being executed by processor
The step of.
In embodiments of the present invention, the voice messaging of acquisition for mobile terminal user, carries out Emotion identification to voice messaging, obtains
To user feeling feature；The environmental information being presently according to user feeling feature and user, determines corresponding theme；To theme
Recommended.The environment proposed topic that the present invention is presently according to user feeling feature and user so that the theme of recommendation is more
Meet user demand, improve the intelligence degree and user experience of mobile terminal.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention,
And can be practiced according to the content of specification, and in order to allow above and other objects of the present invention, feature and advantage can
Become apparent, below especially exemplified by the embodiment of the present invention.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by institute in the description to the embodiment of the present invention
Attached drawing to be used is needed to be briefly described, it should be apparent that, drawings in the following description are only some implementations of the present invention
Example, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these attached drawings
Obtain other attached drawings.
Fig. 1 is a kind of step flow chart of subject recommending method of the embodiment of the present invention one；
Fig. 2 is a kind of step flow chart of subject recommending method of the embodiment of the present invention two；
Fig. 3 is a kind of block diagram of mobile terminal of the embodiment of the present invention three；
Fig. 4 is a kind of block diagram of server of the embodiment of the present invention four；
Fig. 5 is a kind of structure diagram of mobile terminal of the embodiment of the present invention five.
Embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, belongs to the scope of protection of the invention.
Embodiment one
Fig. 1 shows a kind of step flow chart of subject recommending method provided in an embodiment of the present invention.The described method includes：
Step 101, the voice messaging of user is obtained, Emotion identification is carried out to the voice messaging, obtains user feeling spy
Sign.
In the present embodiment, the voice messaging of user is obtained, the voice that user sends can be gathered by microphone.Utilize feelings
Feel identification technology and Emotion identification is carried out to voice, obtain user feeling feature.User feeling feature can include it is glad, sad,
Anger etc..The embodiment of the present invention does not limit user feeling feature in detail, can be configured according to actual conditions.
Step 102, the environmental information being presently according to the user feeling feature and user, determines corresponding theme.
In the present embodiment, it can determine to lead by calculating the sum of products of user feeling feature and environmental information and weight
Topic.Specifically, user feeling is characterized as W1, and the corresponding weights of W1 are x1, and the corresponding weights of environmental information W2, W2 are x2, then
Theme A=W1*x1+W2*x2.For example, W1 is 1, x1 50, W2 5, x2 30, then A is 200, can be with according to the value calculated
Determine corresponding theme A.Alternatively, the environmental information that the user is presently in includes current weather information, for example, weather is fine
It is bright, 20 DEG C of temperature.The embodiment of the present invention does not limit environmental information in detail, can be configured according to actual conditions.
Alternatively, determine theme in server end, specifically may include steps of：
Sub-step one, the user feeling feature and the environmental information are sent to server.
In the present embodiment, acquisition for mobile terminal is to environmental information, and after determining user feeling feature, by user feeling feature
Sent with environmental information to server.
Sub-step two, receives the server according to the user feeling feature, the environmental information and the server
In the theme that determines of topic model.
In the present embodiment, topic model is provided with server, server is receiving user's feelings of mobile terminal transmission
After feeling feature and environmental information, theme is determined according to user feeling feature and environmental information and topic model.For example, according to
Family affective characteristics is happiness, and environmental information is sunny and topic model determines that theme is " sunlight ".The master that server determines
After topic, theme is sent to mobile terminal, mobile terminal receives the theme that server is sent.For example, the theme that server determines
For " sunlight ", then " sunlight " is sent to mobile terminal, mobile terminal receives theme " sunlight ".
Alternatively, theme is determined in mobile terminal.Specifically it may include steps of：
Sub-step three, receives and stores the topic model from server.
In the present embodiment, before theme is determined, mobile terminal receives the topic model of server transmission first, and stores
Topic model.Alternatively, it is described receive and store the topic model from server before, determine that the topic model is applicable in
In the mobile terminal.Specifically, judge whether topic model is suitable for the mobile terminal, if applicable in the mobile terminal,
Then receive topic model；If not being suitable for the mobile terminal, topic model is not received, but uses other modes to movement
The user of terminal carries out subject recommending.
Sub-step four, using the topic model that itself is stored, the ring being presently in the user feeling feature and user
Border information is handled, and obtains corresponding theme.
In the present embodiment, after mobile terminal storage topic model, stored topic model pair is used when determining theme
The environmental information that user feeling feature and user are presently in is handled, and obtains corresponding theme.Alternatively, server is more
After new topic model, the topic model after renewal is sent to mobile terminal, mobile terminal stored topic model is carried out
Renewal.
Step 103, the theme is recommended.
In the present embodiment, after determining theme, theme is recommended.Specifically, the theme of recommendation can be highlighted,
For example suspend and show topics, or display area is larger.Prompt message can also be generated.The embodiment of the present invention is not made this in detail
It is thin to limit, it can be configured according to actual conditions.
In conclusion in the embodiment of the present invention, the voice messaging of acquisition for mobile terminal user, is identified from voice messaging
User feeling feature；Theme is determined according to the environmental information that user feeling feature and user are presently in；Theme is recommended.
The environment proposed topic that the present invention is presently according to user feeling feature and user so that the theme of recommendation, which more meets user, to be needed
Ask, improve the intelligence degree and user experience of mobile terminal.
Embodiment two
Fig. 2 shows a kind of step flow chart of subject recommending method provided in an embodiment of the present invention.Applied to server,
The described method includes：
Step 201, the environmental information that the user feeling feature and user that reception mobile terminal is sent are presently in.
In the present embodiment, theme is determined in server end, then mobile terminal is getting the environment letter that user is presently in
Breath, and after definite user feeling feature, user feeling feature and environmental information are sent to server, server, which receives, to be moved
The user feeling feature and environmental information that dynamic terminal is sent.
Step 202, the topic model in the user feeling feature, the environmental information and the server determines
Theme.
In the present embodiment, theme is determined according to user feeling feature and environmental information and topic model, may refer to reality
Apply the step 102 in example one.
Alternatively, it is described theme is determined according to the user feeling feature and environmental information and topic model before,
Judge that the topic model is suitable for the mobile terminal.
In the present embodiment, the topic model in server may not be suitable for the user of some mobile terminals, therefore true
Theme is determined before, it is necessary to judge whether topic model is suitable for destination mobile terminal.Specifically it may include steps of：
Sub-step one, obtains at least one first theme that the mobile terminal is used in historical time.
In the present embodiment, at least one first theme that mobile terminal is used in historical time is obtained, and use first
User feeling feature and environmental information during theme.For example, obtain the first theme that destination mobile terminal M is used in different time
A1, A2, A3, A4, A5, and user feeling feature and environmental information during use A1, A2, A3, A4, A5.
Sub-step two, second theme when determining to use first theme according to the topic model.
In the present embodiment, according to topic model, using the first theme when user feeling feature and environmental information, determine to make
Second theme during with the first theme.For example, environmental information glad to user feeling feature, happy, sad using topic model
It is sunny, cloudy etc. to be handled, determine use second theme during first theme A1, A2, A3, A4, A5 be respectively A1 ', A2 ',
A3’、A4’、A5’。
Sub-step three, judges whether first theme matches with the second theme, and obtains corresponding judging result.
In the present embodiment, after determining second theme, judge whether the first theme matches with second theme, and obtain corresponding
Judging result.For example, judging A1 and A1 ' whether match, obtain judging result；Judge A2 and A2 ' whether match, obtain judging knot
Fruit；And so on obtain other judging results.Alternatively, when judging whether the first theme matches with second theme, can sentence
Whether within a preset range the difference of disconnected first theme and second theme, if difference is within a preset range, judges the first master
Topic is matched with second theme.It is less than 15 for example, preset range is difference, the first theme A1 is 489, and second theme A1 ' is 475,
The difference of first theme and second theme is 14, and difference within a preset range, judges that the first theme is matched with second theme.
Sub-step four, judges that the topic model is suitable for the mobile terminal according to the judging result.
In the present embodiment, according to above-mentioned multiple judging results, judge that topic model is suitable for mobile terminal.For example, when A1,
When A2, A3, A4 are matched with A1 ', A2 ', A3 ', A4 ' respectively, matched quantity and total ratio for judging number is 0.8, more than default
Value 0.7, then judge that topic model is suitable for destination mobile terminal M.When A1, A2 are matched with A1 ', A2 ' respectively, matched quantity
With total ratio for judging number for 0.4, less than preset value 0.7, then judge that topic model is not suitable for destination mobile terminal M.This hair
Bright embodiment does not limit total decision content, preset value in detail, can be configured according to actual conditions.
Alternatively, before judging that topic model is suitable for mobile terminal, topic model is first established in server-side.Specifically
Ground, obtains user feeling feature and environmental information of multiple mobile terminals when using same subject, by user feeling feature and
The number of repetition of environmental information establishes topic model as weight according to user feeling feature and environmental information and weight.Example
Such as, the user feeling feature and environmental information when 50 mobile terminals use theme A are got, wherein user feeling feature includes
Happiness W1, happiness W2, sadness W3 etc., environmental information include sunny W4, cloudy W5 etc., and wherein W1 occurs 20 times, and W2 occurs 28 times,
W3 occurs 2 times, and W4 occurs 30 times, and W5 occurs 20 times, then the corresponding weight of W1, W2, W3, W4, W5 is x1=20, x2=
28th, x3=2, x4=30, x5=20, the topic model of foundation is A=W1*x1+W2*x2+W3*x3+W4*x4+W5*x5.May be used also
To establish topic model using other modes, the embodiment of the present invention does not limit topic model in detail, can be according to actual feelings
Condition is configured.
Step 203, the definite theme is sent to the mobile terminal.
In the present embodiment, after determining theme, theme is sent to mobile terminal, after mobile terminal receives theme, to
Recommended at family.
In conclusion in the embodiment of the present invention, server receives user feeling feature and the environment letter that mobile terminal is sent
Breath；Theme is determined according to user feeling feature and environmental information and topic model；Definite theme is sent to mobile terminal.
Mobile terminal is in proposed topic, it is contemplated that the influence factor such as user feeling feature and environmental information so that the theme of recommendation is more
Meet user demand, improve the intelligence degree and user experience of mobile terminal.
Embodiment three
Fig. 3 shows a kind of structure diagram of mobile terminal provided in an embodiment of the present invention, and the mobile terminal includes letter
Cease acquisition module 301, the first theme determining module 302, subject recommending module 303：
Data obtaining module 301, for obtaining the voice messaging of user, carries out Emotion identification to the voice messaging, obtains
To user feeling feature；
First theme determining module 302, for the environmental information being presently according to the user feeling feature and user,
Determine corresponding theme；
Subject recommending module 303, for recommending the theme.
On the basis of Fig. 3, alternatively, the first theme determining module 303 includes information sending submodule, theme connects
Receive submodule：
Information sending submodule, for sending the user feeling feature and the environmental information to server；
Theme receiving submodule, for receive the server according to the user feeling feature, the environmental information and
The theme that environmental information is determined with the topic model in the server.
Alternatively, the environmental information that the user is presently in includes current weather information.
On the basis of Fig. 3, alternatively, before the first theme determining module 303, including topic model storage mould
Block：
Topic model memory module, for receiving and storing the topic model from server.
The first theme determining module 302, specifically for the topic model using itself storage, to the user feeling
The environmental information that feature and user are presently in is handled, and obtains corresponding theme.
Alternatively, before the topic model memory module, the mobile terminal further includes：
Applicability determining module, for determining that the topic model is suitable for the mobile terminal.
Mobile terminal provided in an embodiment of the present invention can realize that mobile terminal is realized each in the embodiment of the method for Fig. 1
Process, to avoid repeating, which is not described herein again.The present invention can realize the ring being presently according to user feeling feature and user
Border proposed topic so that the theme of recommendation more meets user demand, and the intelligence degree and user for improving mobile terminal use
Experience.
Example IV
Fig. 4 shows a kind of structure diagram of server provided in an embodiment of the present invention, and the server connects including information
Receive module 401, second theme determining module 402, theme sending module 403：
Information receiving module 401, the ring that user feeling feature and user for receiving mobile terminal transmission are presently in
Border information；
Second theme determining module 402, for according to the user feeling feature, the environmental information and the server
In topic model determine theme；
Theme sending module 403, for sending the definite theme to the mobile terminal.
On the basis of Fig. 4, alternatively, before the second theme determining module 402, the server further includes suitable
With sex determination module：
Applicability determination module, for judging that the topic model is suitable for the mobile terminal.
Alternatively, the applicability determination module includes theme acquisition submodule, theme determination sub-module, matching judgment
Module, applicability decision sub-module：
Theme acquisition submodule, at least one first theme used for obtaining the mobile terminal in historical time；
Theme determination sub-module, second theme during for determining to use first theme according to the topic model；
Matching judgment submodule, for judging whether first theme matches with the second theme, and is corresponded to
Judging result；
Applicability decision sub-module, it is described mobile whole for judging that the topic model is suitable for according to the judging result
End.
Mobile terminal provided in an embodiment of the present invention can realize each mistake that server is realized in the embodiment of the method for Fig. 2
Journey, to avoid repeating, which is not described herein again.The present invention can realize the environment being presently according to user feeling feature and user
Proposed topic so that the theme of recommendation more meets user demand, and the intelligence degree and user for improving mobile terminal use body
Test.
Embodiment five
Fig. 5 is a kind of hardware architecture diagram for the mobile terminal for realizing the embodiment of the present invention, which includes
But it is not limited to：Radio frequency unit 501, mixed-media network modules mixed-media 502, audio output unit 503, input unit 504, sensor 505, display are single
The components such as member 506, user input unit 507, interface unit 508, memory 509, processor 510 and power supply 511.Ability
Field technique personnel are appreciated that the mobile terminal structure shown in Fig. 5 does not form the restriction to mobile terminal, and mobile terminal can
With including than illustrating more or fewer components, either combining some components or different components arrangement.Implement in the present invention
In example, mobile terminal includes but not limited to mobile phone, tablet computer, laptop, palm PC, car-mounted terminal, wearable sets
Standby and pedometer etc..
Processor 510, for obtaining the voice messaging of user, carries out Emotion identification to the voice messaging, obtains user
Affective characteristics；The environmental information being presently according to the user feeling feature and user, determines corresponding theme；To the master
Topic is recommended.
The environment proposed topic being presently according to user feeling feature and user can be achieved in the present invention so that the master of recommendation
Topic more meets user demand, improves the intelligence degree and user experience of mobile terminal.
It should be understood that in the embodiment of the present invention, radio frequency unit 501 can be used for receiving and sending messages or communication process in, signal
Reception and transmission, specifically, by from base station downlink data receive after, handled to processor 510；In addition, by uplink
Data sending is to base station.In general, radio frequency unit 501 includes but not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 501 can also by wireless communication system and network and other set
Standby communication.
Mobile terminal has provided wireless broadband internet to the user by mixed-media network modules mixed-media 502 and has accessed, and such as helps user to receive
Send e-mails, browse webpage and access streaming video etc..
Audio output unit 503 can be receiving by radio frequency unit 501 or mixed-media network modules mixed-media 502 or in memory 509
It is sound that the voice data of storage, which is converted into audio signal and exports,.Moreover, audio output unit 503 can also be provided and moved
The relevant audio output of specific function that dynamic terminal 500 performs is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 503 includes loudspeaker, buzzer and receiver etc..
Input unit 504 is used to receive audio or video signal.Input unit 504 can include graphics processor
(Graphics Processing Unit, GPU) 5041 and microphone 5042, graphics processor 5041 is in video acquisition mode
Or the static images or the view data of video obtained in image capture mode by image capture apparatus (such as camera) carry out
Reason.Picture frame after processing may be displayed on display unit 506.Picture frame after the processing of graphics processor 5041 can be deposited
Storage is transmitted in memory 509 (or other storage mediums) or via radio frequency unit 501 or mixed-media network modules mixed-media 502.Mike
Wind 5042 can receive sound, and can be voice data by such acoustic processing.Voice data after processing can be
The form output of mobile communication base station can be sent to via radio frequency unit 501 by being converted in the case of telephone calling model.
Mobile terminal 500 further includes at least one sensor 505, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 5061, and proximity sensor can close when mobile terminal 500 is moved in one's ear
Display panel 5061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, size and the direction of gravity are can detect that when static, available for identification mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；Pass
Sensor 505 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared ray sensor etc. are spent, details are not described herein.
Display unit 506 is used for the information for showing by information input by user or being supplied to user.Display unit 506 can wrap
Display panel 5061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configures display panel 5061.
User input unit 507 can be used for the numeral or character information for receiving input, and produce the use with mobile terminal
The key signals input that family is set and function control is related.Specifically, user input unit 507 include contact panel 5071 and
Other input equipments 5072.Contact panel 5071, also referred to as touch-screen, collect user on it or neighbouring touch operation
(for example user uses any suitable objects or annex such as finger, stylus on contact panel 5071 or in contact panel 5071
Neighbouring operation).Contact panel 5071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects the signal that touch operation is brought, and transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 510, receiving area
Manage the order that device 510 is sent and performed.It is furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Type realizes contact panel 5071.Except contact panel 5071, user input unit 507 can also include other input equipments
5072.Specifically, other input equipments 5072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operation lever, details are not described herein.
Further, contact panel 5071 can be covered on display panel 5061, when contact panel 5071 is detected at it
On or near touch operation after, send to processor 510 with determine touch event type, be followed by subsequent processing device 510 according to touch
The type for touching event provides corresponding visual output on display panel 5061.Although in Figure 5, contact panel 5071 and display
Panel 5061 is the component independent as two to realize the function that outputs and inputs of mobile terminal, but in some embodiments
In, can be integrated by contact panel 5071 and display panel 5061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place does not limit.
Interface unit 508 is the interface that external device (ED) is connected with mobile terminal 500.For example, external device (ED) can include
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, audio input/output (I/O) port, video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 508 can be used for receive the input (for example, data message, electric power etc.) from external device (ED) and
One or more elements that the input received is transferred in mobile terminal 500 can be used in 500 He of mobile terminal
Data are transmitted between external device (ED).
Memory 509 can be used for storage software program and various data.Memory 509 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Voice data, phone directory etc.) etc..In addition, memory 509 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 510 is the control centre of mobile terminal, utilizes each of various interfaces and the whole mobile terminal of connection
A part, by running or performing the software program and/or module that are stored in memory 509, and calls and is stored in storage
Data in device 509, perform the various functions and processing data of mobile terminal, so as to carry out integral monitoring to mobile terminal.Place
Reason device 510 may include one or more processing units；Preferably, processor 510 can integrate application processor and modulatedemodulate is mediated
Device is managed, wherein, application processor mainly handles operating system, user interface and application program etc., and modem processor is main
Handle wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 510.
Mobile terminal 500 can also include the power supply 511 (such as battery) to all parts power supply, it is preferred that power supply 511
Can be logically contiguous by power-supply management system and processor 510, so as to realize management charging by power-supply management system, put
The function such as electricity and power managed.
In addition, mobile terminal 500 includes some unshowned function modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 510, and memory 509, is stored in
On memory 509 and the computer program that can be run on the processor 510, the computer program are performed by processor 510
Each process of the above-mentioned subject recommending method embodiments of Shi Shixian, and identical technique effect can be reached, to avoid repeating, here
Repeat no more.
The embodiment of the present invention also provides a kind of computer-readable recording medium, and meter is stored with computer-readable recording medium
Calculation machine program, the computer program realize each process of above-mentioned subject recommending method embodiment, and energy when being executed by processor
Reach identical technique effect, to avoid repeating, which is not described herein again.Wherein, the computer-readable recording medium, such as only
Read memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation
RAM), magnetic disc or CD etc..
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those key elements, and
And other elements that are not explicitly listed are further included, or further include as this process, method, article or device institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Also there are other identical element in the process of key element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme substantially in other words does the prior art
Going out the part of contribution can be embodied in the form of software product, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions are used so that a station terminal (can be mobile phone, computer, services
Device, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
The embodiment of the present invention is described above in conjunction with attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, those of ordinary skill in the art
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make very much
Form, these are belonged within the protection of the present invention.
Claims (10)
- A kind of 1. subject recommending method, it is characterised in that applied to mobile terminal, the described method includes：The voice messaging of user is obtained, Emotion identification is carried out to the voice messaging, obtains user feeling feature；The environmental information being presently according to the user feeling feature and user, determines corresponding theme；The theme is recommended.
- It is 2. according to the method described in claim 1, it is characterized in that, described according to the user feeling feature and the current institute of user The environmental information at place, determines corresponding theme, including：The user feeling feature and the environmental information are sent to server；It is true to receive topic model of the server in the user feeling feature, the environmental information and the server The fixed theme.
- A kind of 3. subject recommending method, it is characterised in that applied to server, the described method includes：The environmental information that the user feeling feature and user that reception mobile terminal is sent are presently in；Topic model in the user feeling feature, the environmental information and the server determines theme；The definite theme is sent to the mobile terminal.
- 4. according to the method described in claim 3, it is characterized in that, described according to the user feeling feature, the environment Before topic model in information and the server determines theme, the method further includes：Judge that the topic model is suitable for the mobile terminal.
- 5. a kind of mobile terminal, it is characterised in that the mobile terminal includes：Data obtaining module, for obtaining the voice messaging of user, carries out Emotion identification to the voice messaging, obtains user's feelings Feel feature；First theme determining module, for the environmental information being presently according to the user feeling feature and user, definite pair The theme answered；Subject recommending module, for recommending the theme.
- 6. mobile terminal according to claim 5, it is characterised in that the first theme determining module includes：Information sending submodule, for sending the user feeling feature and the environmental information to server；Theme receiving submodule, for receiving the server according to the user feeling feature, the environmental information and described The theme that topic model in server determines.
- 7. a kind of server, it is characterised in that the server includes：Information receiving module, the environmental information that user feeling feature and user for receiving mobile terminal transmission are presently in；Second theme determining module, for the master in the user feeling feature, the environmental information and the server Topic model determines theme；Theme sending module, for sending the definite theme to the mobile terminal.
- 8. server according to claim 7, it is characterised in that before the second theme determining module, the clothes Business device further includes：Applicability determination module, for judging that the topic model is suitable for the mobile terminal.
- 9. a kind of mobile terminal, it is characterised in that including processor, memory and be stored on the memory and can be described The computer program run on processor, is realized when the computer program is performed by the processor as in claim 1 to 2 The step of any one of them subject recommending method.
- 10. a kind of computer-readable recording medium, it is characterised in that computer journey is stored on the computer-readable recording medium Sequence, the subject recommending method as any one of claim 1 to 2 is realized when the computer program is executed by processor Step.
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| CN109654668A (en) * | 2018-11-14 | 2019-04-19 | 珠海格力电器股份有限公司 | Air conditioner display control method and device and air conditioner |
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