CN106445924A - Method and system for controlling intelligent equipment on basis of semantic server - Google Patents
Method and system for controlling intelligent equipment on basis of semantic server Download PDFInfo
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- CN106445924A CN106445924A CN201610999644.5A CN201610999644A CN106445924A CN 106445924 A CN106445924 A CN 106445924A CN 201610999644 A CN201610999644 A CN 201610999644A CN 106445924 A CN106445924 A CN 106445924A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/284—Lexical analysis, e.g. tokenisation or collocates
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/334—Query execution
- G06F16/3343—Query execution using phonetics
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
- G10L2015/223—Execution procedure of a spoken command
Abstract
The invention discloses a method and a system for controlling intelligent equipment on the basis of a semantic server. The method includes steps: A, defining attribute and service of the intelligent equipment in advance, extracting keyword describing the attribute and the service of the intelligent equipment, and establishing the semantic server; B, when a client side receives a voice instruction from a user, calling the semantic server; C, matching the service of the intelligent equipment by the semantic server according to the voice instruction of the user, and controlling the intelligent equipment according to a matching result. Fuzzy matching and similarity calculating are performed on the voice instruction of the user and the equipment service in the semantic server to acquire a service that the user may use most possibly, and data are recorded according to use of the user, so that effective and accurate control on the intelligent equipment is realized, and user experience is improved.
Description
Technical field
The present invention relates to smart machine control field, more particularly to a kind of side for controlling smart machine based on semantic service device
Method and system.
Background technology
Increasing smart machine supports that voice or semantic word are controlled to equipment at present, such as intelligent television
The remote control for being available for phonetic entry is provided, zapping, program request, search etc. can be carried out by phonetic order to TV.Mobile phone（Pass through
app）Or the Wearable with speech recognition all can be configured to smart machine as remote control, search for generally or mutually
Dynamic interaction, realizes these functions and is required to carry out the language and characters of user semantic analysis by semantic service device, and then mate
The built-in instruction of smart machine, realizes the operation to smart machine.
However, the language material dictionary of most of semantic service device is all based on magnanimity dictionary, as the dictionary of dictionary is too many,
Cause the identification to semantic word not accurate enough, so as to controling effectively to smart machine by voice, affect user
Experience.
Therefore, prior art has yet to be improved and developed.
Content of the invention
In view of above-mentioned the deficiencies in the prior art, it is an object of the invention to provide a kind of based on semantic service device control intelligence
The method and system of equipment, it is intended to solve prior art and cannot carry out smart machine effective, accurate control by voice to ask
Topic.
Technical scheme is as follows：
A kind of method for controlling smart machine based on semantic service device, wherein, including step：
A, attribute and service definition in advance to smart machine, extract the key word of description smart machine attribute and service, build
Semantic service device；
B, when client receive user phonetic order, call the semantic service device；
C, the service of semantic service device smart machine according to the user speech instructions match, according to matching result control
Make the smart machine.
It is preferred that the described method for controlling smart machine based on semantic service device, wherein, step A is specifically included：
A1, the attribute to smart machine, Attribute Association and equipment linkage are defined respectively, extract the description smart machine category
Property, the key word of Attribute Association and equipment linkage, form capacity of equipment model；
A2, the service definition to smart machine, extract the key word of the description service, form device service model；
A3, the language according to the capacity of equipment model, device service model and for carrying out participle and coupling service to voice
Adopted interface model, builds semantic service device.
It is preferred that the described method for controlling smart machine based on semantic service device, wherein, after step A, B it
Before include：
A1, client is bound with the smart machine.
It is preferred that the described method for controlling smart machine based on semantic service device, wherein, step C is specifically included：
C1, the semantic service device carry out participle to user speech instruction, obtain user speech key word；
User speech key word is mated by C2, the semantic service device with the key word of description device service, is obtained and use
The smart machine service that family phonetic order matches；
C3, the usage record data according to smart machine service and smart machine, obtain the recommendation of control smart machine attribute
Operation.
It is preferred that the described method for controlling smart machine based on semantic service device, wherein, step C2 is specifically wrapped
Include：
C21, the semantic service device first carry out fuzzy search to user speech key word, obtain the smart machine clothes of preliminary matches
Business；
C21, the smart machine service of the preliminary matches and the user speech key word are carried out Similarity Measure, obtain most
Whole smart machine service.
A kind of system for controlling smart machine based on semantic service device, wherein, including smart machine, semantic service device and visitor
Family end：
Client, for receive user phonetic order and calls the semantic service device；
The semantic service device, by attribute and service definition to smart machine, extracts description smart machine attribute and service
Key word, built-up；The semantic service device is used for the clothes of smart machine according to the user speech instructions match
Business, so as to control the smart machine.
It is preferred that the described system that smart machine is controlled based on semantic service device, wherein, the semantic service implement body
Including：
First forms unit, for being defined to the attribute of smart machine, Attribute Association and equipment linkage respectively, extracts description institute
The key word of smart machine attribute, Attribute Association and equipment linkage is stated, forms capacity of equipment model；
Second forms unit, for the service definition to smart machine, extracts the key word of the description service, forms equipment clothes
Business model；
Construction unit, for according to the capacity of equipment model, device service model and for voice is carried out participle and
Join the semantic interface model of service, build and obtain semantic service device.
It is preferred that the described system for controlling smart machine based on semantic service device, wherein, also includes：
Binding module, for being bound client with the smart machine.
It is preferred that the described system for controlling smart machine based on semantic service device, wherein, the semantic service device is also wrapped
Include：
Acquiring unit, for carrying out participle to user speech instruction, obtains user speech key word；
Matching unit, for being mated user speech key word with the key word of description device service, is obtained and user's language
The smart machine service that sound instruction matches；
Control unit, for the usage record data according to smart machine service order and smart machine, obtains control intelligence
The concrete operations that device attribute is arranged are recommended.
It is preferred that the described system for controlling smart machine based on semantic service device, wherein, the matching unit is specifically wrapped
Include：
Preliminary matches subelement, first carries out fuzzy search to user speech key word for the semantic service device, obtains preliminary
The smart machine service of coupling；
Similarity Measure subelement, for carrying out the smart machine service of the preliminary matches with the user speech key word
Similarity Measure, obtains final smart machine service.
Beneficial effect：The present invention extracts description smart machine by being defined to the attribute of smart machine and service
Attribute and the key word of service, build semantic service device, and client is based on the semantic service device by voice to the intelligence
Equipment carries out operational control.The present invention is by carrying out fuzzy by the device service in the phonetic order of user and semantic service device
Join and Similarity Measure, the service that user's most probable is used, and the usage record data according to user are obtained, so as to realize to intelligence
Energy equipment is efficiently and accurately controlled, and lifts Consumer's Experience.
Description of the drawings
Fig. 1 is a kind of flow chart of the method preferred embodiment based on semantic service device control smart machine of the present invention.
Fig. 2 is the structured flowchart of semantic service device in the present invention.
Fig. 3 is a kind of structured flowchart of the system preferred embodiment based on semantic service device control smart machine of the present invention.
Specific embodiment
The present invention provides a kind of method and system for controlling smart machine based on semantic service device, for making the mesh of the present invention
, technical scheme and effect clearer, clear and definite, the present invention is described in more detail below.It should be appreciated that described herein
Specific embodiment only in order to explain the present invention, be not intended to limit the present invention.
Fig. 1, Fig. 1 are referred to for a kind of method preferred embodiment based on semantic service device control smart machine of the present invention
Flow chart, as illustrated, which includes step：
S100, attribute and service definition in advance to smart machine, extract the key word of description smart machine attribute and service, structure
Build semantic service device；
S200, when client receive user phonetic order, call the semantic service device；
S300, the service of semantic service device smart machine according to the user speech instructions match, according to coupling knot
Fruit controls the smart machine.
In the present invention, the present invention by available to user to the attribute of smart machine and smart machine service into
Row definition, and the description for being serviced by these, are formed keyword and a series of correlation synonym, build semantic service device, lead to
Crossing carries out fuzzy matching and Similarity Measure by the phonetic order of user and device service in semantic service device, obtains user most
The service that may use, and the operating habit according to user, so as to realize efficiently and accurately controlling smart machine, carry
Rise Consumer's Experience.
Further, step S100 is specifically included：
S101, the attribute to smart machine, Attribute Association and equipment linkage are defined respectively, extract the description smart machine category
Property, the key word of Attribute Association and equipment linkage, form capacity of equipment model；
Specifically, the attribute of the smart machine refers to the functional attributes that smart machine has, and the present invention is with intelligent air condition
As a example by, the attribute of the intelligent air condition is defined, such as " is started shooting ", " homoiothermic ", " wind speed regulation " and " wind direction regulation " etc.；
Attribute Association definition is referred to be associated multiple attributes of smart machine definition, such as " is started shooting " and " homoiothermic " is associated in one
Rise, i.e., the temperature of intelligent air condition is adjusted while intelligent air condition start is controlled；It is right that equipment linkage definition is referred to
Attribute between multiple Internet of Things smart machines is defined, and such as the linkage of intelligent air condition and intelligent fan is defined, when opening
Intelligent fan is closed while opening intelligent air condition, the operation of multiple smart machines by defining to equipment linkage, can be controlled simultaneously,
User-friendly, Consumer's Experience is lifted, further, by extracting the description smart machine attribute, Attribute Association and setting
The key word of standby linkage, forms capacity of equipment model.
S102, the service definition to smart machine, extract the key word of the description service, form device service model；
Specifically, the service to smart machine is defined, and extracts the key word of the description service, and to the key word
Safeguarded, the maintenance mode is while key word is input into, and is also input into the synonym of similar key word as much as possible
To in data base, if user is in use, with the synonym beyond data base so as to successfully carry out to smart machine
Operation, then also add to the synonym in data base.So when the use of user is more, the synonym model of these key words
Enclose wider, matching rate is higher, further, by the key word of description service is extracted, form device service model.
S103, according to the capacity of equipment model, device service model and for voice is carried out participle and coupling clothes
The semantic interface model of business, builds semantic service device.
Specifically, the semantic interface model can be used to carry out participle to user speech instruction, and pass through machine learning
The service that artificial intelligence's interface is instructed to user speech and smart machine is provided is mated and Similarity Measure.Further,
The present invention is built based on Internet of Things smart machine according to the capacity of equipment model, device service model and semantic interface model
Vertical semantic service device, be smart machine provide semantic support.
In a word, as shown in Fig. 2 the semantic service device includes semantic interface model, device service model and equipment energy
Three bulk of power model, it is pre- that the semantic interface model has sentence participle, corpus maintenance, similarity statistics and user behavior
Survey and push function, specifically, carry out participle to user speech written order, then by machine learning artificial intelligence interface to
The service provided by family sentence and concrete equipment carries out Similarity Measure, obtains most probable user operation, and recommends user；
Further, the capacity of equipment model has device attribute definition, equipment linkage definition and Attribute Association definition, its master
Be used for each of equipment to be set a property and be defined, such as air-conditioning start, shutdown, adjust the operational orders such as temperature carry out fixed
Justice；
Further, the device service model is mainly used in which providing the user to equipment on capacity of equipment model
Service is defined, while define the device attribute corresponding to these equipment, by device service is configured keyword and
Describe in detail, the service list of equipment is formed, each service carries out fuzzy matching with the voice semanteme of user, carries out similarity evidence
Statistics, while the service that user's most probable is used is obtained, and the passing preference according to user, carry out specifically equipment being belonged to for user
Property arrange operation recommend.
Further, the present invention is after step S100, also include before S200：
S150, client is bound with the smart machine；
Specifically, client of the present invention can be bound with the smart machine by way of scanning Quick Response Code, while passing through
The mode of concern public number calls semantic service device.
In step s 200, when client receive user phonetic order, the semantic service device is called.
Specifically, client is first into phonetic entry interface, when the phonetic order of user is received, that is, calls
Semantic service device, the semantic service device controls smart machine according to user instruction.
Further, step S300 is specifically included：
S301, the semantic service device carry out participle to user speech instruction, obtain user speech key word；
Specifically, when user speech instruction be " by temperature adjustment to 20 degree ", then the key word for getting for " temperature " and
" 20 degree ".
User speech key word is mated by S302, the semantic service device with the key word of description device service, is obtained
Take the smart machine service for matching with user speech instruction；
Which specifically includes, and the semantic service device first carries out fuzzy search to user speech key word, obtains the intelligence of preliminary matches
Then the smart machine service of the preliminary matches is carried out similarity meter with the user speech key word by energy device service
Calculate, obtain final smart machine service.Such as, when semantic service device is instructed " by temperature adjustment to 20 according to user speech
Degree ", the final smart machine service for obtaining may be：Air-conditioner temperature is adjusted to 20 degree；By refrigerator temperature be adjusted to 20 degree or
Micro-wave temperature is adjusted to 20 degree by person.
S303, the usage record data according to smart machine service and smart machine, obtain control smart machine attribute
Recommendation operation.
Specifically, after semantic service device goes out the service of possible smart machine according to user speech instructions match, now may be used
According to use habit of the user to smart machine, that is, the usage record number of each smart machine being stored in semantic service device
According to, obtain the operation that user's most probable is carried out to equipment, such as at night 8 points or so air-conditioner temperature is adjusted to 20 degree, and will
The operational feedback that the most probable is carried out allows client to confirm, so as to control smart machine to client.
Based on said method, the present invention also provides a kind of system based on semantic service device control smart machine and preferably implements
Example, as shown in figure 3, which includes client 100, semantic service device 200 and smart machine 300：
The client 100, for receive user phonetic order and calls the semantic service device 200；
The semantic service device 200, by attribute and service definition to smart machine, extracts description smart machine attribute and clothes
The key word of business, built-up；The semantic service device is used for smart machine according to the user speech instructions match
Service, so as to control the smart machine.
It is preferred that the described system that smart machine is controlled based on semantic service device, wherein, the semantic service device 200
Specifically include：
First forms unit, for being defined to the attribute of smart machine, Attribute Association and equipment linkage respectively, extracts description institute
The key word of smart machine attribute, Attribute Association and equipment linkage is stated, forms capacity of equipment model；
Second forms unit, for the service definition to smart machine, extracts the key word of the description service, forms equipment clothes
Business model；
Construction unit, for according to the capacity of equipment model, device service model and for voice is carried out participle and
Join the semantic interface model of service, build and obtain semantic service device.
It is preferred that the described system for controlling smart machine based on semantic service device, wherein, also includes：
Binding module, for being bound client with the smart machine.
It is preferred that the described system that smart machine is controlled based on semantic service device, wherein, the semantic service device 200
Also include：
Acquiring unit, for carrying out participle to user speech instruction, obtains user speech key word；
Matching unit, for being mated user speech key word with the key word of description device service, is obtained and user's language
The smart machine service that sound instruction matches；
Control unit, for the usage record data according to smart machine service order and smart machine, obtains control intelligence
The concrete operations that device attribute is arranged are recommended.
It is preferred that the described system for controlling smart machine based on semantic service device, wherein, the matching unit is specifically wrapped
Include：
Preliminary matches subelement, first carries out fuzzy search to user speech key word for the semantic service device, obtains preliminary
The smart machine service of coupling；
Similarity Measure subelement, for carrying out the smart machine service of the preliminary matches with the user speech key word
Similarity Measure, obtains final smart machine service.
Ins and outs with regard to above-mentioned modular unit are described in detail in method above, therefore are repeated no more.
In sum, the present invention extracts description smart machine by being defined to the attribute of smart machine and service
Attribute and the key word of service, build semantic service device, and client is based on the semantic service device by voice to the intelligence
Equipment carries out operational control.The present invention is by carrying out fuzzy by the device service in the phonetic order of user and semantic service device
Join and Similarity Measure, the service that user's most probable is used, and the usage record data according to user are obtained, so as to realize to intelligence
Energy equipment is efficiently and accurately controlled, and lifts Consumer's Experience.
It should be appreciated that the application of the present invention is not limited to above-mentioned citing, and for those of ordinary skills, can
To be improved according to the above description or convert, all these modifications and variations should all belong to the guarantor of claims of the present invention
Shield scope.
Claims (10)
1. a kind of based on semantic service device control smart machine method, it is characterised in that including step：
A, attribute and service definition in advance to smart machine, extract the key word of description smart machine attribute and service, build
Semantic service device；
B, when client receive user phonetic order, call the semantic service device；
C, the service of semantic service device smart machine according to the user speech instructions match, according to matching result control
Make the smart machine.
2. according to claim 1 based on semantic service device control smart machine method, it is characterised in that the step
A is specifically included：
A1, the attribute to smart machine, Attribute Association and equipment linkage are defined respectively, extract the description smart machine category
Property, the key word of Attribute Association and equipment linkage, form capacity of equipment model；
A2, the service definition to smart machine, extract the key word of the description service, form device service model；
A3, the language according to the capacity of equipment model, device service model and for carrying out participle and coupling service to voice
Adopted interface model, builds semantic service device.
3. according to claim 1 based on semantic service device control smart machine method, it is characterised in that the step
Include after A, before B：
A1, client is bound with the smart machine.
4. according to claim 1 based on semantic service device control smart machine method, it is characterised in that the step
C is specifically included：
C1, the semantic service device carry out participle to user speech instruction, obtain user speech key word；
User speech key word is mated by C2, the semantic service device with the key word of description device service, is obtained and use
The smart machine service that family phonetic order matches；
C3, the usage record data according to smart machine service and smart machine, obtain the recommendation of control smart machine attribute
Operation.
5. according to claim 4 based on semantic service device control smart machine method, it is characterised in that the step
C2 is specifically included：
C21, the semantic service device first carry out fuzzy search to user speech key word, obtain the smart machine clothes of preliminary matches
Business；
C21, the smart machine service of the preliminary matches and the user speech key word are carried out Similarity Measure, obtain most
Whole smart machine service.
6. a kind of based on semantic service device control smart machine system, it is characterised in that including smart machine, semantic service device
And client：
Client, for receive user phonetic order and calls the semantic service device；
The semantic service device, by attribute and service definition to smart machine, extracts description smart machine attribute and service
Key word, built-up；The semantic service device is used for the clothes of smart machine according to the user speech instructions match
Business, so as to control the smart machine.
7. according to claim 6 based on semantic service device control smart machine system, it is characterised in that the semanteme
Server is specifically included：
First forms unit, for being defined to the attribute of smart machine, Attribute Association and equipment linkage respectively, extracts description institute
The key word of smart machine attribute, Attribute Association and equipment linkage is stated, forms capacity of equipment model；
Second forms unit, for the service definition to smart machine, extracts the key word of the description service, forms equipment clothes
Business model；
Construction unit, for according to the capacity of equipment model, device service model and for voice is carried out participle and
Join the semantic interface model of service, build and obtain semantic service device.
8. according to claim 6 based on semantic service device control smart machine system, it is characterised in that also include：
Binding module, for being bound client with the smart machine.
9. according to claim 6 based on semantic service device control smart machine system, it is characterised in that the semanteme
Server also includes：
Acquiring unit, for carrying out participle to user speech instruction, obtains user speech key word；
Matching unit, for being mated user speech key word with the key word of description device service, is obtained and user's language
The smart machine service that sound instruction matches；
Control unit, for the usage record data according to smart machine service order and smart machine, obtains control intelligence
The concrete operations that device attribute is arranged are recommended.
10. according to claim 9 based on semantic service device control smart machine system, it is characterised in that described
Join unit to specifically include：
Preliminary matches subelement, first carries out fuzzy search to user speech key word for the semantic service device, obtains preliminary
The smart machine service of coupling；
Similarity Measure subelement, for carrying out the smart machine service of the preliminary matches with the user speech key word
Similarity Measure, obtains final smart machine service.
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