CN108062354A - Information recommendation method, system, storage medium, electronic equipment and vehicle - Google Patents
Information recommendation method, system, storage medium, electronic equipment and vehicle Download PDFInfo
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- CN108062354A CN108062354A CN201711176204.0A CN201711176204A CN108062354A CN 108062354 A CN108062354 A CN 108062354A CN 201711176204 A CN201711176204 A CN 201711176204A CN 108062354 A CN108062354 A CN 108062354A
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- 238000004458 analytical method Methods 0.000 claims abstract description 17
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- 238000004590 computer program Methods 0.000 claims description 10
- 238000007405 data analysis Methods 0.000 claims description 4
- 238000007418 data mining Methods 0.000 claims description 2
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- 238000005516 engineering process Methods 0.000 description 2
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- 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
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
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- 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
- G10L17/00—Speaker identification or verification techniques
- G10L17/06—Decision making techniques; Pattern matching strategies
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- 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
- 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
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Abstract
The present invention provides information recommendation method, system, storage medium, electronic equipment and vehicle.Method includes：Voice messaging input by user is gathered, and voiceprint is extracted from the voice messaging；The voiceprint is matched with all registration voiceprints corresponding to each user account to prestore, to determine and the matched target registered voiceprint of the voiceprint；Wherein, each user account includes the historical behavior analysis information of its user；Log in user account corresponding with the target registered voiceprint；The voice command of the user's input is detected, and information of the information to the user's recommendation response institute speech commands is analyzed with reference to the historical behavior.The present invention differentiates user identity by identifying voiceprint, and recommends information needed by the daily hobby of user for it, effectively increases accuracy, the intuitive of information recommendation.
Description
Technical Field
The invention relates to the field of personalized search, in particular to an information recommendation method, an information recommendation system, a storage medium, electronic equipment and a vehicle.
Background
It is known that personalized search, rather than letting a user log in to a search engine to search for desired content on their own in the traditional sense, customizes the search results for the user based on their previous search history. Therefore, in the personalized search process, the identification of the user identity directly influences the quality of the customized search result. In a common technical scheme, people can establish a password-protected virtual account for themselves to make a computer authenticate the identity of themselves. However, the user name and password are easily stolen by others, and the contact with the real identity information of the user is not tight.
Disclosure of Invention
In view of the above-described drawbacks of the prior art, an object of the present invention is to provide an information recommendation method, system, storage medium, electronic device, and vehicle for solving the above-described problems in the prior art.
To achieve the above and other related objects, the present invention provides an information recommendation method, including: collecting voice information input by a user, and extracting voiceprint information from the voice information; matching the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account to determine target registered voiceprint information matched with the voiceprint information; each user account comprises historical behavior analysis information of a user of the user account; logging in a user account corresponding to the target registration voiceprint information; and detecting a voice command input by the user, and recommending information responding to the voice command to the user by combining the historical behavior analysis information.
In an embodiment of the present invention, when the voiceprint information does not match all the pre-stored registered voiceprint information, the method further includes: detecting a voice command of a user, and extracting sound characteristics from the voice command so as to judge the identity characteristics of the user; and recommending information responding to the voice command for the user according to the judged identity characteristic of the user.
In an embodiment of the present invention, the recommending information responding to the voice command includes: and detecting key words from the voice commands to determine search contents.
In an embodiment of the present invention, the generating of the historical behavior analysis information includes: and recording the historical use behavior information of the user, and performing data analysis and mining on the historical use behavior information to analyze the use behavior habit or preference of the user.
In an embodiment of the present invention, the voice command includes: multimedia playing; the recommending information responding to the voice command to the user by combining the historical behavior analysis information comprises the following steps: and playing the multimedia files which are frequently played by the user.
To achieve the above and other related objects, the present invention provides an information recommendation system, comprising: the voice recognition system comprises an acquisition module, a recognition module and a processing module, wherein the acquisition module is used for acquiring voice information input by a user and extracting voiceprint information from the voice information; the matching module is used for matching the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account so as to determine target registered voiceprint information matched with the voiceprint information and log in the user account corresponding to the target registered voiceprint information; each user account comprises historical behavior analysis information of a user of the user account; and the recommending module is used for detecting the voice command input by the user and recommending information responding to the voice command to the user by combining the historical behavior analysis information.
To achieve the above and other related objects, the present invention provides a storage medium, in which a computer program is stored, and the computer program is loaded and executed by a processor to implement the information recommendation method as described in any one of the above.
To achieve the above and other related objects, the present invention provides an electronic device, comprising: a processor, and a memory; wherein the memory is for storing a computer program; the processor is configured to load and execute the computer program to enable the electronic device to execute the information recommendation method described in any one of the above.
In an embodiment of the present invention, the electronic device includes: a mobile terminal, or a server.
To achieve the above and other related objects, the present invention provides a vehicle, characterized by comprising: an electronic device as described above.
As described above, the information recommendation method, the information recommendation system, the storage medium, the electronic device and the vehicle provided by the invention have the advantages that the identity of the user is identified by identifying the voiceprint information, the required information is recommended according to the daily preference of the user, and the accuracy and the intuition of information recommendation are effectively improved.
Drawings
Fig. 1 is a flowchart illustrating an information recommendation method according to an embodiment of the present invention.
Fig. 2 is a block diagram of an information recommendation system according to an embodiment of the present invention.
Description of the element reference numerals
S101 to S104
200 information recommendation system
201 acquisition module
202 matching module
203 recommendation module
Detailed Description
The embodiments of the present invention are described below with reference to specific embodiments, and other advantages and effects of the present invention will be easily understood by those skilled in the art from the disclosure of the present specification. The invention is capable of other and different embodiments and of being practiced or of being carried out in various ways, and its several details are capable of modification in various respects, all without departing from the spirit and scope of the present invention. It is to be noted that the features in the following embodiments and examples may be combined with each other without conflict.
It should be noted that the drawings provided in the following embodiments are only for illustrating the basic idea of the present invention, and the components related to the present invention are only shown in the drawings rather than drawn according to the number, shape and size of the components in actual implementation, and the type, quantity and proportion of the components in actual implementation may be changed freely, and the layout of the components may be more complicated.
Referring to fig. 1, the present invention provides an information recommendation method, which may be applied to mobile devices such as smart phones, tablet computers, and vehicle-mounted terminals, and may also be applied to service devices such as physical servers and cloud servers. The device executing the information recommendation method needs to store each user account and the registered voiceprint information thereof in advance, the registered voiceprint information is used as a password for logging in the user account, and when the execution device detects that the voiceprint information input by the user is matched with the registered voiceprint information, the corresponding account can be logged in. For each user account, it records the daily usage behavior of the user, such as: song information played each time, radio station information played each time, and the like, and user behavior habit information is continuously mined through big data analysis, such as: the user likes the music's music style, favorite singer, favorite radio station, etc., thereby generating the user's historical behavior analysis information.
Because the reliability of identifying the user identity through the voiceprint information is higher than that of identifying the user identity through the character password in the prior art, the method identifies the user identity through identifying the voiceprint information, and recommends the required information according to the daily preference of the user, so that the accuracy and intuition of information recommendation can be effectively improved.
The information recommendation method of the embodiment specifically includes the following steps:
s101: the method comprises the steps of collecting voice information input by a user and extracting voiceprint information from the voice information.
S102: and matching the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account to determine target registered voiceprint information matched with the voiceprint information.
Further, when the voiceprint information does not match all pre-stored registered voiceprint information, the method further comprises: firstly, detecting a voice command of a user, and extracting sound characteristics from the voice command so as to judge the identity characteristics of the user; and then recommending information responding to the voice command for the user according to the judged identity characteristic of the user. For example: corresponding voice characteristics are extracted from the detected voice command through a corresponding voice technology, the age, the sex, the old or the children and the like of the user are judged according to the voice characteristics, and even the hometown of the user is judged through the dialect of the user. When the user is judged to be a child, if the meaning of the voice instruction is to watch a movie, an animation film is recommended to the user; and when the user is judged to be Szechwan person, if the meaning of the voice instruction is to search for the gourmet, recommending Szechwan dish for the user.
S103: and logging in a user account corresponding to the target registration voiceprint information.
S104: and detecting a voice command input by the user, and recommending information responding to the voice command to the user by combining the historical behavior analysis information. In detail, the meaning of the voice command is judged by the keyword detected from the voice command to determine the contents to be searched. For example: when a user says to play music, the user recommends songs liked by the user to be played instead of a song being played at will by combining the historical listening habits of the user; another example is: the user speaks the radio and the station that the user most frequently listens to in the previous time period is played by default, not just one station at random.
In addition, if the voice command of the user is more specific, such as: the user says to listen to the 101.1 station, the user account records this action, and the user considers that the preference of the user for the 101.1 station is high. The next time the user speaks only the radio, he is automatically recommended 101.1 stations.
As shown in fig. 2, the present invention provides an information recommendation system 200 corresponding to the above-mentioned information recommendation method embodiment. The system 200 can be applied to mobile devices such as smart phones, tablet computers and vehicle-mounted terminals, and can also be applied to service devices such as physical servers and cloud servers. Each user account and the registered voiceprint information thereof need to be stored in advance in the device carrying the information recommendation system 200, the registered voiceprint information is used as a password for logging in the user account, and when the carrying device detects that the voiceprint information input by the user is matched with the registered voiceprint information, the corresponding account can be logged in. For each user account, it records the daily usage behavior of the user, such as: song information played each time, radio station information played each time, and the like, and user behavior habit information is continuously mined through big data analysis, such as: the user likes the music's music style, favorite singer, favorite radio station, etc., thereby generating the user's historical behavior analysis information.
The information recommendation system 200 of the present embodiment specifically includes the following modules:
the collecting module 201 is configured to collect voice information input by a user, and extract voiceprint information from the voice information.
A matching module 202, configured to match the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account, to determine target registered voiceprint information matched with the voiceprint information, and log in the user account corresponding to the target registered voiceprint information.
Further, when the voiceprint information does not match all the pre-stored registered voiceprint information, the system 200 further comprises an authentication module for: firstly, detecting a voice command of a user, and extracting sound characteristics from the voice command so as to judge the identity characteristics of the user; and then recommending information responding to the voice command for the user according to the judged identity characteristic of the user. For example: corresponding voice characteristics are extracted from the detected voice command through a corresponding voice technology, the age, the sex, the old or the children and the like of the user are judged according to the voice characteristics, and even the hometown of the user is judged through the dialect of the user. When the user is judged to be a child, if the meaning of the voice instruction is to watch a movie, an animation film is recommended to the user; and when the user is judged to be Szechwan person, if the meaning of the voice instruction is to search for the gourmet, recommending Szechwan dish for the user.
And the recommending module 203 is used for detecting the voice command input by the user and recommending information responding to the voice command to the user by combining the historical behavior analysis information. In detail, the meaning of the voice command is judged by the keyword detected from the voice command to determine the contents to be searched. For example: when a user says to play music, the user recommends songs liked by the user to be played instead of a song being played at will by combining the historical listening habits of the user; another example is: the user speaks the radio and the station that the user most frequently listens to in the previous time period is played by default, not just one station at random.
In addition, if the voice command of the user is more specific, such as: the user says to listen to the 101.1 station, the user account records this action, and the user considers that the preference of the user for the 101.1 station is high. The next time the user speaks only the radio, the recommendation module 203 automatically recommends 101.1 stations for the user.
The present invention further includes a storage medium and an electronic device, and the technical features in the foregoing embodiments may be applied to the storage medium embodiment and the electronic device embodiment, and therefore, the details are not repeated.
The storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disk, in which computer programs that implement all or part of the steps of the information recommendation method in the foregoing embodiments are stored when being loaded and executed by a processor.
The electronic device is a device comprising a processor (CPU/MCU/SOC), a memory (ROM/RAM), a communication module (wired/wireless network), for example: cloud servers, smart phones, and the like, preferably in-vehicle computers. In particular, the memory stores a computer program, and the processor implements all or part of the steps of the information recommendation method in the foregoing embodiments when the computer program is loaded and executed.
The invention further comprises a vehicle which comprises the electronic equipment in the embodiment, and specifically comprises a vehicle-mounted terminal for executing the information recommendation method. Since the technical features in the foregoing embodiments may be applied to a vehicle embodiment, detailed description is not repeated.
In summary, the information recommendation method, system, storage medium, electronic device and vehicle of the present invention effectively overcome various disadvantages in the prior art, and have high industrial utility value.
The foregoing embodiments are merely illustrative of the principles and utilities of the present invention and are not intended to limit the invention. Any person skilled in the art can modify or change the above-mentioned embodiments without departing from the spirit and scope of the present invention. Accordingly, it is intended that all equivalent modifications or changes which can be made by those skilled in the art without departing from the spirit and technical spirit of the present invention be covered by the claims of the present invention.
Claims (10)
1. An information recommendation method, comprising:
collecting voice information input by a user, and extracting voiceprint information from the voice information;
matching the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account to determine target registered voiceprint information matched with the voiceprint information; each user account comprises historical behavior analysis information of a user of the user account;
logging in a user account corresponding to the target registration voiceprint information;
and detecting a voice command input by the user, and recommending information responding to the voice command to the user by combining the historical behavior analysis information.
2. The method of claim 1, wherein when the voiceprint information does not match all pre-stored registered voiceprint information, the method further comprises:
detecting a voice command of a user, and extracting sound characteristics from the voice command so as to judge the identity characteristics of the user;
and recommending information responding to the voice command for the user according to the judged identity characteristic of the user.
3. The method of claim 1 or 2, wherein the recommending information responsive to the voice command comprises: and detecting key words from the voice commands to determine search contents.
4. The method of claim 1, wherein the generating of the historical behavior analysis information comprises: and recording the historical use behavior information of the user, and performing data analysis and mining on the historical use behavior information to analyze the use behavior habit or preference of the user.
5. The method of claim 1, wherein the voice command comprises: multimedia playing; the recommending information responding to the voice command to the user by combining the historical behavior analysis information comprises the following steps: and playing the multimedia files which are frequently played by the user.
6. An information recommendation system, comprising:
the voice recognition system comprises an acquisition module, a recognition module and a processing module, wherein the acquisition module is used for acquiring voice information input by a user and extracting voiceprint information from the voice information;
the matching module is used for matching the voiceprint information with all pre-stored registered voiceprint information corresponding to each user account so as to determine target registered voiceprint information matched with the voiceprint information and log in the user account corresponding to the target registered voiceprint information; each user account comprises historical behavior analysis information of a user of the user account;
and the recommending module is used for detecting the voice command input by the user and recommending information responding to the voice command to the user by combining the historical behavior analysis information.
7. A storage medium in which a computer program is stored, which, when loaded and executed by a processor, carries out the information recommendation method according to any one of claims 1 to 5.
8. An electronic device, comprising: a processor, and a memory; wherein,
the memory is used for storing a computer program;
the processor is used for loading and executing the computer program to enable the electronic equipment to execute the information recommendation method according to any one of claims 1 to 5.
9. The electronic device of claim 8, wherein the electronic device comprises: a mobile terminal, or a server.
10. A vehicle, characterized by comprising: the electronic device of claim 8.
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| CN108766428A (en) * | 2018-06-01 | 2018-11-06 | 安徽江淮汽车集团股份有限公司 | A kind of voice broadcast control method and system |
| CN108826824A (en) * | 2018-08-01 | 2018-11-16 | 珠海格力电器股份有限公司 | Refrigerator control method and device, storage medium and refrigerator |
| CN108922522A (en) * | 2018-07-20 | 2018-11-30 | 珠海格力电器股份有限公司 | Device control method, device, storage medium, and electronic apparatus |
| CN108959634A (en) * | 2018-07-25 | 2018-12-07 | 南京创维信息技术研究院有限公司 | Video recommendation method, device, equipment and storage medium |
| CN109147797A (en) * | 2018-10-18 | 2019-01-04 | 平安科技（深圳）有限公司 | Client service method, device, computer equipment and storage medium based on Application on Voiceprint Recognition |
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Address after: 201822 No.208, building 4, no.1411, Yecheng Road, Jiading Industrial Zone, Jiading District, Shanghai Applicant after: Botai vehicle networking technology (Shanghai) Co.,Ltd. Address before: 201822 No.208, building 4, no.1411, Yecheng Road, Jiading Industrial Zone, Jiading District, Shanghai Applicant before: SHANGHAI PATEO ELECTRONIC EQUIPMENT MANUFACTURING Co.,Ltd. |
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