CN108510364A - Big data intelligent shopping guide system based on voiceprint identification - Google Patents
Big data intelligent shopping guide system based on voiceprint identification Download PDFInfo
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- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
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- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
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Abstract
The invention discloses a kind of big data intelligent shopping guide systems based on voiceprint identification, including ID authentication device to be used for customer identity registration and identification；Background service system sends the first information when carrying out identity registration and identification to ID authentication device, handles the information from ID authentication device, and feedback processing result；Intelligent shopping guide service system provides a user individualized intelligent shopping guide service；Information from intelligent shopping guide service system is showed user by intelligent terminal；Data needed for database purchase and management operating.The present invention combines on-line off-line user's history purchase data, personalized recommendation can accurately be carried out in the places of business such as market curstomer-oriented by realizing, it enables the customer to quickly position its desired commodity, and by the way that the ID authentication device based on voiceprint feature is arranged, user can be made quickly and easily to carry out identity identifying and authenticating, make user that there is better shopping experience.
Description
Technical field
The invention belongs to Internet technical fields, and in particular to a kind of big data based on voiceprint identification is intelligently led
Purchasing system.
Background technology
When user does shopping into a shopping place, billboard would generally be arranged by interior in place of business in businessman
Etc. modes, guiding client buy recommend commodity.But suchlike mode is limited to the displaying value volume and range of product of commodity, and into
Enter the customer of market shopping, shopping preferences and demand there may be differing greatly, which results in such merchandise display audients
It is very limited, it is difficult to be optimal guiding effect.
Invention content
The present invention in view of the deficiencies of the prior art, draws to solve to be difficult to do shopping to client's progress personalization in shopping place
The technical issues of leading provides a kind of big data intelligent shopping guide system based on voiceprint identification of safe ready.
Scheme provided by the invention is as follows：
A kind of big data intelligent shopping guide system based on voiceprint identification, including
ID authentication device is communicated to connect for carrying out customer identity registration and identification with background service system；
Background service system, for sending first to the ID authentication device when carrying out identity registration and identification
Information handles the information from the ID authentication device, and handling result is sent to the ID authentication device；
Intelligent shopping guide service system, for providing a user individualized intelligent shopping guide service；
Intelligent terminal obtains the information from intelligent shopping guide service system, and shows user；
Database, and the intelligent shopping guide service system and the wired or wireless connection of the background service system, storage and
Manage data needed for its operation.
Further, the ID authentication device includes voiceprint collecting unit, image information collecting unit, the first reception
Module, the first sending module, output unit；
The ID authentication device sends registration or certification request to the background service system, and the first receiving module receives
The first information from background service system, is exported by output unit to user；
For acquiring the voice signal that user sends out, the image information collecting unit is used for the voiceprint collecting unit
The picture signal about user is acquired, storage unit stores the voice signal and described image signal, and is sent by first
Voice signal and picture signal are sent to background service system by module.
Further, the background service system include information generating module, the second receiving module, the second sending module,
Authentication module；
Second receiving module receives the information from the ID authentication device；
Described information generation module randomly selects an information, the as described first information from preset multiple information；
After the second receiving module receives registration or the certification request of ID authentication device transmission, by the first letter of generation
Breath hair is sent to the ID authentication device by second sending module；
The authentication module is and pre- according to voice signal and picture signal sound extraction voiceprint feature and facial characteristics
The user characteristics first preserved are compared；
Comparing result is sent to the ID authentication device by second sending module, and by user after being proved to be successful
Information and consumption scene know information and are sent to the intelligent shopping guide service system.
Further, it after the background service system receives voice signal and picture signal, if registration request, then solves
The voice signal is analysed, judges whether analysis result is consistent with the first information, is, extracts its voiceprint feature and face characteristic,
Unique User ID is distributed for user, establishes the two and the one-to-one relationship of User ID, otherwise registration failure, it is desirable that Yong Huzai
Secondary typing；
If checking request, then the voice signal is parsed, judge whether analysis result is consistent with the first information, be, carried
Its voiceprint feature and face characteristic are taken, judges whether the voiceprint feature of extraction is present in database, is further to sentence
Whether disconnected face characteristic matches, otherwise authentication failed, it is desirable that user's typing again, if face characteristic and the feature stored when registration
Match, be then proved to be successful, and will be with the voiceprint feature and the one-to-one User ID of face characteristic and relevant user information
It is sent to intelligent shopping guide service system, otherwise authentication failed, it is desirable that user's typing again.
Further, it when carrying out voiceprint lookup matching, is recorded more than default when finding corresponding voiceprint feature
Value, authentication failed, it is desirable that user's typing again, when the voiceprint feature record quantity found is more than one and is less than or equal to
When preset value, then its corresponding face characteristic is matched successively, if there is the successful face characteristic of unique match, by face characteristic
The one-to-one User ID of harmony corrugation patterns institute and relevant user information are sent to intelligent shopping guide service system, and otherwise verification is lost
It loses, it is desirable that user's typing again.
Further, the intelligent shopping guide service system include third receiving module, third sending module,
Commercial product recommending module, member management module, consumption scene Recognition module, navigation module and payment module,
The third receiving module receives the user information from background terminal, and the letter of the position from intelligent terminal
Breath；
Consumption scene Recognition module identifies that user is presently in consumption scene according to the location information of intelligent terminal；
The commercial product recommending module is obtained on associated line by user information and/or historical data under line, using pre-
If proposed algorithm according to the historical data analysis consumer spending habit, generate user preference attribute data, and partially based on this
Good attribute data generates the personalized recommendation information to user in conjunction with consumption scene；
The member management module manages user's membership information；
The item management module manages merchandise news, and generates commodity according to the membership information and the recommendation information
Show information；
The navigation module carries out path planning according to the user current location information and merchandise display information received；
The routing information of the merchandise display information and planning is sent to the intelligent terminal by the third sending module.
Further, the commercial product recommending module matches particular commodity with user interest, recommends to match to user
Commodity afterwards, wherein the particular commodity be with preferential commodity or hot item, with sale the time limit or it is preferential when
The commodity of limit.
Further, historical data includes the user trajectory obtained by customer position information, user's shopping under the line
The goods browse of record and user record, and further include, and are obtained in the specific position residence time by user in the user trajectory
User preference consumption scene and user's line under browse inventory records.
Further, the intelligent terminal includes the 4th receiving module, the 4th sending module, locating module and display mould
Block；
The locating module obtains user current location information；
4th sending module sends information to the intelligent shopping guide service system；
4th receiving module receives the information from the intelligent shopping guide service system, including merchandise display information and
Routing information；
Display module shows the merchandise display information and the routing information to user.
Further, the routing information is the routing information of augmented reality.
Further, further include several stationary positioned devices, positioned for the intelligent terminal.
The big data intelligent shopping guide system based on voiceprint identification of the present invention, in conjunction with on-line off-line user's history
Purchase data, personalized recommendation can accurately be carried out in the places of business such as market curstomer-oriented by realizing so that client can
Its desired commodity is quickly positioned, and by the way that the ID authentication device based on voiceprint feature is arranged, user can be made to facilitate fast
Identity identifying and authenticating is carried out fastly, makes user that there is better shopping experience.
Description of the drawings
Below according to attached drawing, invention is further described in detail.
Fig. 1 is the structural schematic diagram of the big data intelligent shopping guide system based on voiceprint identification.
Specific implementation mode
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that described herein, specific examples are only used to explain the present invention, not
For limiting the present invention.
As shown in Figure 1, the invention discloses a kind of big data intelligent shopping guide systems based on voiceprint identification, including
ID authentication device is communicated to connect for carrying out customer identity registration and identification with background service system；Background service system
System, for sending the first information to ID authentication device when carrying out identity registration and identification, processing comes from authentication
The information of equipment, and handling result is sent to ID authentication device；Intelligent terminal is obtained from intelligent shopping guide service system
Information, and show user；Intelligent shopping guide service system, for providing a user individualized intelligent shopping guide service；Database, with
Intelligent shopping guide service system and the wired or wireless connection of background service system store and manage data needed for its operation.
Wherein, ID authentication device includes voiceprint collecting unit, image information collecting unit, the first receiving module,
One sending module, output unit；ID authentication device sends registration or certification request, the first receiving module to background service system
The first information from background service system is received, is exported to user by output unit；Voiceprint collecting unit is for acquiring
The voice signal that user sends out, a kind of realization can be microphone array, with filtering by environmental background sound so that collect most
Good speech signal, image information collecting unit are used to acquire picture signal about user, and a kind of realization can be camera,
The frontal face images of user are shot, and voice signal and picture signal are sent to by background service system by the first sending module
System.
The ID authentication device can be placed in the inlet of market place of business, and registration or certification request can detect
User triggers after entering, and detection mode can also can actively be triggered by user by generations such as infrared transmitters, such as scanned two dimension
Cue button etc. on code, point touching screen.Output unit can be loud speaker and/or display screen, and backstage is come from when receiving
After the first information of service system, which can occur reading aloud for user on a display screen in the form of text, can also
User has been purchased with reading with speech form broadcasting, meanwhile, can occur prompt message on display screen, guiding user operates.
Background service system includes information generating module, the second receiving module, the second sending module, authentication module；
Second receiving module receives the information from ID authentication device；Information generating module is randomly selected from preset multiple information
One information, the as first information；After the second receiving module receives registration or the certification request of ID authentication device transmission,
The first information is sent to ID authentication device by the second sending module；Authentication module is believed according to voice signal and image
Bugle call extracts voiceprint feature and facial characteristics, is compared with the user characteristics pre-saved；Second sending module will compare
As a result it is sent to ID authentication device, and user information and consumption scene are known into information after being proved to be successful and are sent to intelligent shopping guide
Service system.After the second receiving module receives registration or the certification request of ID authentication device transmission, by the first of generation
Information is sent to ID authentication device.
After receiving voice signal and picture signal, if registration request, then unique User ID, extraction are distributed for user
Its voiceprint feature and face characteristic, judge whether the voice signal parsing of user is consistent with the first information, are to establish the two
With the one-to-one relationship of User ID, user's typing again is otherwise required；If checking request, the voice signal of user is judged
Whether analysis result is consistent with the first information, is, further judges whether the voiceprint feature of extraction is present in database,
It is further to judge whether matched with face characteristic in database, otherwise requires user's typing again, if face characteristic and note
The feature stored when volume matches, then is proved to be successful, and will be with the voiceprint feature and the one-to-one User ID of face characteristic
And relevant user information is sent to intelligent shopping guide service system, otherwise requires user's typing again.Carrying out voiceprint lookup
Timing may find more than one corresponding voiceprint record due to factors such as equipment errors, in allowable range of error this
It can allow, if more than user's typing again should be prompted if preset error, when finding more than one corresponding sound wave
Line records, then its corresponding face characteristic is matched successively for the more than one voiceprint record found, by successful match
The one-to-one User ID of face characteristic harmony corrugation patterns institute and relevant user information are sent to intelligent shopping guide service system, no
Then require user's typing again.The first information can be phrase or a sentence, and user is allowed to read defined content progress
With judgement verification reliability can be improved relative to voiceprint feature is extracted in the words and phrases said at random from user.
Intelligent shopping guide service system includes third receiving module, third sending module, commercial product recommending module, member management mould
Block, payment module, consumption scene Recognition module, navigation module.Third receiving module receives the user information from background terminal,
And the location information from intelligent terminal；It consumes scene Recognition module and identifies that user is current according to the location information of intelligent terminal
Residing consumption scene；Commercial product recommending module is obtained on associated line by user information and/or historical data under line, using pre-
If proposed algorithm according to historical data analysis consumer spending habit, generate user preference attribute data, obtain in consumption scene
Merchandise news, and the attributes preferred data are based on, the personalized recommendation information to user is generated in conjunction with consumption scene；Wherein, line
Lower historical data includes the user trajectory obtained by customer position information, the consumption scene of user's stop, user's shopping story
Record, browsing record etc.；Member management module manage user's membership information, including but not limited to User ID, user's name, gender,
Age, member's grade etc., member's integral etc.；Commercial product recommending module matches particular commodity with user interest, is pushed away to user
Recommend the commodity after matching, wherein particular commodity can be with preferential commodity or hot item, or with the sale time limit
Commodity, such as have the commodity of discount at present have a personalized preferential commodity for user, businessman it is fast-selling or commodity, in limited time
The commodity of sale, the commodity etc. that preferential/discount is prescribed a time limit；Item management module manages merchandise news, and according to membership information and pushes away
Recommend information and generate merchandise display information, merchandise display information includes merchandise location information, commodity essential attribute, as trade name,
Article No., appearance images, price, model, weight, shelf number etc. further include the discount obtained according to member's grade；Navigation module root
According to the user current location information and merchandise location information received, path planning is carried out.One realization method of path planning
For the path of navigation module planning is to enhance the information that shows paths.Third sending module is by the road of merchandise display information and planning
Diameter is sent to intelligent terminal；Payment module realizes payment function, when receiving user's purchase article request, according to the member of user
It is existing can also to realize that integral supports according to historical integral time for the corresponding discount of the carry out such as grade.The payment request can come from using
Family mobile phone terminal can be from market cashier.
Intelligent terminal includes the 4th receiving module, the 4th sending module, locating module and navigation module, display module；It is fixed
Position module obtains current location information, acquisition modes can according to several positioning devices of the fixed position in market into
Row positioning, positioning method can be communication positioning of marching into the arena, such as WiFi, RFID, ZigBee, Adhoc, Bluetooth.It is obtained
Take mode that can also be obtained by the locating module being built in intelligent terminal, such as GPS module.4th sending module is led to intelligence
It purchases service system and sends information, such as location information.4th receiving module receives the information from intelligent shopping guide service system, such as quotient
Product show information.Display module shows merchandise display information to user, one realization method is that intelligent terminal is with augmented reality
Display of commodity shows information.
Intelligent terminal can be the mobile phone of user oneself, trigger ID authentication device at this time and send note to background service system
Volume or a realization method of certification request are, after user registers for the first time, it includes user to send one to the intelligent terminal of user
The Quick Response Code of the information such as unique ID, when the Quick Response Code of ID authentication device scanning to user, triggering authentication request.Intelligent terminal
It can also be the display equipment for being installed on market place of business, the display equipment being such as fixed on shopping basket.
In conclusion only the preferred embodiments of the invention, does not limit protection scope of the present invention with this, it is all according to the present invention
Equivalent changes and modifications made by the scope of the claims and description are all within the scope of patent of the present invention covers.
Claims (11)
1. a kind of big data intelligent shopping guide system based on voiceprint identification, including
ID authentication device is communicated to connect for carrying out customer identity registration and identification with background service system；Backstage takes
Business system, for sending the first information to the ID authentication device when carrying out identity registration and identification, processing comes from
The information of the ID authentication device, and handling result is sent to the ID authentication device；
Intelligent shopping guide service system, for providing a user individualized intelligent shopping guide service；
Intelligent terminal obtains the information from intelligent shopping guide service system, and shows user；
Database, with the intelligent shopping guide service system and the wired or wireless connection of the background service system, storage and management
It runs required data.
2. the big data intelligent shopping guide system according to claim 1 based on voiceprint identification, which is characterized in that institute
State ID authentication device include voiceprint collecting unit, image information collecting unit, the first receiving module, the first sending module,
Output unit；
The ID authentication device sends registration or certification request to the background service system, and the reception of the first receiving module comes from
The first information of background service system, is exported by output unit to user；
The voiceprint collecting unit is for acquiring the voice signal that user sends out, and the image information collecting unit is for acquiring
About the picture signal of user, storage unit stores the voice signal and described image signal, and passes through the first sending module
Voice signal and picture signal are sent to background service system.
3. the big data intelligent shopping guide system according to claim 1 based on voiceprint identification, which is characterized in that institute
It includes information generating module, the second receiving module, the second sending module, authentication module to state background service system；
Second receiving module receives the information from the ID authentication device；
Described information generation module randomly selects an information, the as described first information from preset multiple information；
After the second receiving module receives registration or the certification request of ID authentication device transmission, the first information of generation is sent out
It is sent to the ID authentication device by second sending module；
The authentication module is protected according to voice signal and picture signal sound extraction voiceprint feature and facial characteristics with advance
The user characteristics deposited are compared；
Comparing result is sent to the ID authentication device by second sending module, and by user information after being proved to be successful
Know information with consumption scene and is sent to the intelligent shopping guide service system.
4. the big data intelligent shopping guide system according to claim 3 based on voiceprint identification, which is characterized in that institute
It states after background service system receives voice signal and picture signal, if registration request, then parses the voice signal, judge
Whether analysis result is consistent with the first information, is, extracts its voiceprint feature and face characteristic, is used for user's distribution is unique
Family ID establishes the two and the one-to-one relationship of User ID, otherwise registration failure, it is desirable that user's typing again；
If checking request, then the voice signal is parsed, judge whether analysis result is consistent with the first information, be, extracts it
Voiceprint feature and face characteristic, judge whether the voiceprint feature of extraction is present in database, are further to judge people
Whether face feature matches, otherwise authentication failed, it is desirable that user's typing again, if face characteristic and the feature phase stored when registration
Match, be then proved to be successful, and will be sent with the voiceprint feature and the one-to-one User ID of face characteristic and relevant user information
Intelligent shopping guide service system is given, otherwise authentication failed, it is desirable that user's typing again.
5. the big data intelligent shopping guide system according to claim 3 based on voiceprint identification, which is characterized in that
When carrying out voiceprint lookup matching, it is more than preset value, authentication failed, it is desirable that user when finding corresponding voiceprint feature record
Typing again then matches successively when the voiceprint feature record quantity found is more than one and less than or equal to preset value
Its corresponding face characteristic, if having the successful face characteristic of unique match, one by one by face characteristic harmony corrugation patterns institute
Corresponding User ID and relevant user information are sent to intelligent shopping guide service system, otherwise authentication failed, it is desirable that user records again
Enter.
6. the big data intelligent shopping guide system according to claim 1 based on voiceprint identification, which is characterized in that institute
Intelligent shopping guide service system is stated to include third receiving module, third sending module, commercial product recommending module, member management module, disappear
Take scene Recognition module, navigation module and payment module；
The third receiving module receives the user information from background terminal, and the location information from intelligent terminal；
Consumption scene Recognition module identifies that user is presently in consumption scene according to the location information of intelligent terminal；
The commercial product recommending module obtained on associated line by user information and/or under line historical data, use it is preset
Proposed algorithm generates user preference attribute data, and be based on the preference category according to the historical data analysis consumer spending habit
Property data, generated to the personalized recommendation information of user in conjunction with consumption scene；
The member management module manages user's membership information；
The item management module manages merchandise news, and generates merchandise display according to the membership information and the recommendation information
Information；
The navigation module carries out path planning according to the user current location information and merchandise display information received；
The routing information of the merchandise display information and planning is sent to the intelligent terminal by the third sending module.
7. the big data intelligent shopping guide system according to claim 6 based on voiceprint identification, which is characterized in that institute
It states commercial product recommending module to match particular commodity with user interest, recommends the commodity after matching to user, wherein the spy
It is the commodity with preferential commodity or hot item, or with sale time limit or preferential time limit to determine commodity.
8. the big data intelligent shopping guide system according to claim 6 based on voiceprint identification, which is characterized in that institute
State the goods browse that historical data under line includes the user trajectory, user shopping record and user that are obtained by customer position information
Record further includes the consumption scene of the user preference obtained in the specific position residence time by user in the user trajectory,
And browse inventory records under user's line.
9. the big data intelligent shopping guide system according to claim 1 based on voiceprint identification, which is characterized in that institute
It includes the 4th receiving module, the 4th sending module, locating module and display module to state intelligent terminal；
The locating module obtains user current location information；
4th sending module sends information to the intelligent shopping guide service system；
4th receiving module receives the information from the intelligent shopping guide service system, including merchandise display information and path
Information；
Display module shows the merchandise display information and the routing information to user.
10. the big data intelligent shopping guide system based on voiceprint identification according to one in claim 4-9,
It is characterized in that, the routing information is the routing information of augmented reality.
11. the big data intelligent shopping guide system according to claim 1 based on voiceprint identification, which is characterized in that
Further include several stationary positioned devices, is positioned for the intelligent terminal.
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