CN105468579A - Cloud service and emotional semantic recognition-based automatic regulation and control system - Google Patents
Cloud service and emotional semantic recognition-based automatic regulation and control system Download PDFInfo
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- CN105468579A CN105468579A CN201410445024.8A CN201410445024A CN105468579A CN 105468579 A CN105468579 A CN 105468579A CN 201410445024 A CN201410445024 A CN 201410445024A CN 105468579 A CN105468579 A CN 105468579A
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Abstract
The invention relates to the research of a Cloud Computing+IOT driven emotional psychological semantic recognition technology and the application of the technology in an automatic regulation and control system, and relates to a brand-new human-computer interaction manner serving in various fields. The system is capable of carrying out automatic regulation and control when the users notify the emotional psychological states to a softman. The technology comprises the following steps: a function demand matching step including obtaining a voice command of a user who subscribes cloud computation, carrying out emotional psychological semantic matching on a cloud computing platform and entering a corresponding cloud resource library to search various services which satisfy the user function demands; and a non-function demand matching step including storing the information such as the habits and hobbies of the users through a memory algorithm and context semantic analysis, so as to improve the matching correctness when the function demands are satisfied, wherein the main framework of the system is as shown in the figure 1. The technology can be applied in various media service environments facing the public, a brand-new human-computer interaction manner is provided for the users to enjoy various service resources, and the user viscosity is improved.
Description
Technical field
The present invention relates to based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, be a kind of brand-new man-machine interaction mode of serving popular each field.User only need inform its Sentimental psychology state, and system can carry out autonomous each regulation and control.
Background technology
The research of cloud computing and Internet of Things has very strong realistic meaning and using value.Based on this, design achieves a kind of autonomous regulator control system in the present invention, and to its implementation procedure and to Sentimental psychology semantics recognition technology expand abundant demonstration, perfect, promote, develop and realize.Using speech recognition technology and three-dimensional animation as the main body man-machine interaction mode of system, adopt advanced cloud computing technology and embedded Internet of Things technology, mobile intelligent terminal development technique realizes out " software people ", namely impart to software and distinguish, learn, be familiar with and be intended to analysis ability.Have good semantics recognition accuracy rate and fitness, and fusion considers Sentimental psychology subjective factor on conventional art, the Sentimental psychology of reflection and regulation and control people, has good independent learning ability in good time.
The present invention, to former achievements (such as Chinese Word Automatic Segmentation) being improved and expanding, based on this, proposes the maximum matching algorithm based on cloud service resources bank of evolution, and the large efficiency data query of 100,000 grades is significantly improved.Simultaneously, novelty of the present invention proposes theoretical research target and the implementation achievement of in-depth, as the semantic matching algorithm based on Sentimental psychology, mood key word is effectively classified according to Sentimental psychology, complete coupling by semantics recognition technology, adaptive analysis is accurately carried out to the mood semanteme of input.In addition, the combination of WindowsAzure and OpenAPI and the communication that do not hinder of terminal are also conducted in-depth research.
Cloud computing has been merged in the present invention, Internet of Things, the technology such as three-dimensional modeling, the morphology syntactic-semantic achieving Chinese is independently analyzed, man-machine interaction mode based on speech recognition, found in conjunction with Sentimental psychology " the software people " with independent learning ability, across soft project, artificial intelligence, computational linguistics, Sentimental psychology, computer graphics, the product of the multi-door subject such as man-machine interaction, the lifting to speech recognition in the past and semantic analysis software and improvement, and innovatively technology and theory are combined, there are good application prospect and promotional value.
Summary of the invention
Goal of the invention: the present invention is based on Theoretical Proof, and application implementation is target.Theoretical Proof enough hemodialysis artificial intelligence theory, the novel mood semantic analysis that further investigation Chinese word segmentation, Chinese semantic meaning and Sentimental psychology combine, proves in the middle of application of results to cloud service pattern, issues with the lightweight WebService framework of loose coupling.In PC, intelligent mobile internet terminal and embedded Internet of Things terminal, " software people " is realized based on three-dimensional modeling, speech recognition is main man-machine interaction mode, by calling relevant cloud service identification Chinese and the English implication of part, complete demand response to service feedback from master regulation, reaching the functions such as the auxiliary or man-machine conversation of life.In order to solve the problem, the invention discloses based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research achievement that drives and the application measure in autonomous regulator control system thereof, determine user function demand and the nonfunction requirement of this platform, it comprises the following steps:
Functional requirement coupling step, by obtaining the user speech instruction of subscribing to cloud service, carries out the Sentimental psychology semantic matches of user's request at cloud computing platform, then enter all kinds of services that corresponding cloud resources bank search meets user function demand.
Nonfunction requirement coupling step, by the context semantic analysis of Memory algorithm and service, stores operation by information and executing such as the custom of user, hobbies, to improve matching accuracy and fitness when content with funtion demand.
In the present invention, the functional requirement of cloud computing platform terminal user provides with the form of input of character string.
In the present invention, the non-functional requirement of cloud computing platform terminal user is that the information being stored into cloud resources bank according to Memory algorithm provides.
In the present invention, described functional requirement coupling step comprises following sub-step:
(1) input of character string that the terminal user subscribing to cloud computing platform provides
(2) character string parsing is provided according to Sentimental psychology grammatical and semantic recognition technology to user, psychological key word of producing a feeling
(3) according to the Sentimental psychology key word of resolving coupling, respective service in coupling cloud resources bank, returns the corresponding informance of particular demands response by " software people "
In the present invention, described nonfunction requirement coupling step comprises following sub-step:
(1) use Memory algorithm record to subscribe to user behavior, the personal like of cloud computing, custom, Sentimental psychology etc. carry out record;
(2) auxiliary matched in Sentimental psychology key word and each matching process, feeds back emotional characteristics in " software people " mode, makes it mate accurately, expresses image friendly, more meets user's request.
Beneficial effect: compared with existing each platform on the market, science of the present invention is embodied in:
(1) based on the research of the technology such as cloud computing, service compute;
(2) based on the research of embedded Internet of Things technology, intelligent mobile internet terminal;
(3) study based on contents such as the Chinese word segmentation in Sentimental psychology, computational linguistics, syntactic analyses;
(4) realize based on artificial intelligence and artificial life " the software people " that emulate.
Advance of the present invention is embodied in:
(1) to the research of state-of-the-art Microsoft cloud platform WindowsAzure;
(2) advanced embedded Internet of Things investigative technique is used;
(3) traditional Sentimental psychology and computational linguistics is merged;
(4) research of Chinese Word Automatic Segmentation and cloud database New Fusion algorithm in computational linguistics;
(5) fusion of the three-dimensional animation effect of advanced Unity3D and intelligent hand-held terminal, embedded Internet of Things terminal;
(6) the WebService published method of up-to-date REST framework is used.
Uniqueness of the present invention is embodied in:
(1) introducing of WindowsAzure cloud platform;
(2) intelligent grammatical and semantic recognition technology catching user emotion, realizes the timely feedback of real-time requirement with autonomous services selection and array mode;
(3) the seamless fusion of voice control command, three-dimensional model and animation and embedded Internet of Things terminal, intelligent hand-held terminal;
(4) the cloud service application model of " kernel " client;
(5) flexible docking of Novel cloud service pattern and traditional services pattern;
(6) optimization of Chinese Word Automatic Segmentation and the application in cloud database service resource selection and scheduling.
The present invention can be applied to towards in the various different media services environment of masses, for the user enjoying cloud service resource provides brand-new man-machine interaction mode, improve user's viscosity, the processing speed of cloud computing decreases the response time of system of users demand, improves execution efficiency.
Accompanying drawing explanation
To do the present invention below in conjunction with the drawings and specific embodiments and further illustrate, above-mentioned and/or otherwise advantage of the present invention will become apparent:
Fig. 1 is Organization Chart of the present invention
Fig. 2 is the data flow diagram of core business of the present invention
Fig. 3 is autonomous each regulation platform process flow diagram of the present invention.
Embodiment
Fig. 1 is the autonomous each regulation platform Organization Chart of the semantics recognition based on cloud service of the present invention, comprises following sub-content:
(1) contents such as cloud platform mainly comprises lexical analysis, grammatical analysis, semantic analysis, cloud stores, cloud is synchronous.Wherein the memory module of semantic analysis mainly relies on cloud to store, and cloud synchronously also depends on cloud and stores
(2) function match that lexical analysis, grammatical analysis, semantic module mainly comprise Chinese word segmentation, Chinese grammar semantic analysis, Sentimental psychology coupling and obtain in service collaboration
(3) cloud stores and mainly comprises the content such as cloud Database Systems, optimization storage
(4) cloud is synchronously mainly multi-platform synchronous and unified interface and provides service
(5) mobile internet device such as panel computer, smart mobile phone, embedded platform etc. all adaptability call cloud service, make it to become the autonomous regulator control system with " thinking " ability.
Fig. 2 is the data flow diagram of core business of the present invention, and data stream is the following aspects mainly:
(1) user is registering, is logging in laggard row voice control function, and the command statement character string of input is submitted in cloud service
(2) cloud service extracts behavior or the mood key word of user by Sentimental psychology grammatical and semantic recognition technology
(3) from cloud Sentimental psychology database, inquire about corresponding behavior operation or mood key word, find corresponding behavior act, mood or antagonistic sentiments
(4) according to key word, from Service Source list is, the behavior and mood action that meet user's expectation is matched
(5) by concrete behavior with perform an action to be back to certain specific format and subscribe to the user terminal of cloud computing
(6) if this demand characteristic is not included as order at cloud service platform, then carry out machine learning and autonomous learning, include this key word.
Fig. 3 is autonomous each regulation platform traffic scheduling process flow diagram of achievement of the present invention, and the service implementation process of whole autonomous regulation platform needs following functional module:
(1) user's login, Registering modules;
(2) Lexical Analysis Module;
(3) grammer, semantic module;
(4) based on the semantic matches of Sentimental psychology;
(5) context, memory module.
The present invention completes artificial intelligence, artificial life and " software people ", Chinese word segmentation, Chinese grammar semantic analysis, studies based on the semantic analysis scheduling theory of Sentimental psychology, and achieves the communication of " cloud " and " end ", the realization application based on the autonomous regulator control system of mobile Internet terminal equipment, the Smart Home of serializing based on embedded Internet of Things terminal, the design of onboard system.
The present invention, to former achievements (such as Chinese Word Automatic Segmentation) being improved and expanding, based on this, proposes the maximum matching algorithm based on cloud service resources bank of evolution, and the large efficiency data query of 100,000 grades is significantly improved.Simultaneously, novelty of the present invention proposes theoretical research target and the implementation achievement of in-depth, as the semantic matching algorithm based on Sentimental psychology, mood key word is effectively classified according to Sentimental psychology, complete coupling by semantics recognition technology, adaptive analysis is accurately carried out to the mood semanteme of input.In addition, the combination of WindowsAzure and OpenAPI and the communication that do not hinder of terminal are also conducted in-depth research.
Cloud computing has been merged in the present invention, Internet of Things, the technology such as three-dimensional modeling, the morphology syntactic-semantic achieving Chinese is independently analyzed, man-machine interaction mode based on speech recognition, found in conjunction with Sentimental psychology " the software people " with independent learning ability, across soft project, artificial intelligence, computational linguistics, Sentimental psychology, computer graphics, the product of the multi-door subject such as man-machine interaction, the lifting to speech recognition in the past and semantic analysis software and improvement, and innovatively technology and theory are combined, there are good application prospect and promotional value.
Claims (7)
1. claim 1: based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, a kind of brand-new man-machine interaction mode of serving popular each field, it is characterized in that functional requirement and the nonfunction requirement of the terminal user independently determining cloud computing platform, according to the Sentimental psychology feature of demand, perform following steps.
2. claim 2: functional requirement coupling step, by obtaining the user speech instruction of subscribing to cloud service, carry out the Sentimental psychology semantic matches of user's request at cloud computing platform, then enter all kinds of services that corresponding cloud resources bank search meets user function demand.
3. claim 3: nonfunction requirement coupling step, by the context semantic analysis of Memory algorithm and service, stores operation by information and executing such as the custom of user, hobbies, to improve matching accuracy and fitness when content with funtion demand.
4. described in claim 1 based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, it is characterized in that, the functional requirement of cloud computing platform terminal user provides with the form of input of character string.
5. according to claim 1 based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, it is characterized in that, the non-functional requirement of cloud computing platform terminal user is that the information being stored into cloud resources bank according to Memory algorithm provides.
6. according to claim 2 based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, it is characterized in that, in this explanation, described functional requirement coupling step is broken up and comprises following sub-step:
(1) input of character string that the terminal user subscribing to cloud computing platform provides;
(2) character string parsing is provided according to Sentimental psychology grammatical and semantic recognition technology to user, psychological key word of producing a feeling;
(3) according to the Sentimental psychology key word of resolving coupling, respective service in coupling cloud resources bank, returns the corresponding informance of particular demands response by " software people ".
7. according to claim 3 based on " CloudComputing+IOT " the Sentimental psychology semantics recognition technical research that drives and the application in autonomous regulator control system thereof, it is characterized in that, in the present invention, described nonfunction requirement coupling step comprises following sub-step:
(1) use Memory algorithm record to subscribe to user behavior, the personal like of cloud computing, custom, Sentimental psychology etc. carry out record;
(2) auxiliary matched in Sentimental psychology key word and each matching process, feeds back emotional characteristics in " software people " mode, makes it mate accurately, expresses image friendly, more meets user's request.
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| CN201410445024.8A CN105468579A (en) | 2014-09-03 | 2014-09-03 | Cloud service and emotional semantic recognition-based automatic regulation and control system |
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| CN201410445024.8A CN105468579A (en) | 2014-09-03 | 2014-09-03 | Cloud service and emotional semantic recognition-based automatic regulation and control system |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108924241A (en) * | 2018-07-19 | 2018-11-30 | 杭州任你说智能科技有限公司 | A kind of method that cloud is accessed and dispatches multipartite voice Semantic interaction platform |
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- 2014-09-03 CN CN201410445024.8A patent/CN105468579A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108924241A (en) * | 2018-07-19 | 2018-11-30 | 杭州任你说智能科技有限公司 | A kind of method that cloud is accessed and dispatches multipartite voice Semantic interaction platform |
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Application publication date: 20160406 |