CN110874781A - Automobile matching method and system - Google Patents
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Abstract
The invention discloses an automobile matching method, which comprises the following steps: acquiring a matching request of a user for the configuration of a target automobile; judging whether the matching request contains user intention; if yes, selecting recommended configuration corresponding to the matching request from a preset automobile matching knowledge graph according to the matching request; detecting whether the user is satisfied with the recommended configuration; and if not, adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration. According to the method, when the user is unsatisfied with the recommended configuration generated according to the user intention, the recommended configuration can be adjusted in an interactive mode, and the problems that in the prior art, the user can only select preset configurations in fixed distributors, the selection is limited, and interaction cannot be performed are solved.
Description
Technical Field
The invention relates to the technical field of automobiles, in particular to an automobile matching method and system.
Background
Nowadays, automobiles are popular as transportation tools in more and more families, and the configuration requirements of automobiles are different due to different numbers of people and use environments of each family.
The inventor researches the existing automobile matching process and finds that when the automobile is selected through a website or a public number, only several preset configurations can be selected in several fixed selectors, the selection is limited, and interaction cannot be carried out.
Disclosure of Invention
In view of this, the present invention provides a method and a system for vehicle matching, which are used to solve the problems that in the prior art, when the vehicle is selected through a website or a public account, several preset configurations can be selected only in several fixed distributors, the selection is limited, and interaction is not possible. The specific scheme is as follows:
an automobile matching method comprises the following steps:
acquiring a matching request of a user for the configuration of a target automobile;
judging whether the matching request contains user intention;
if yes, selecting recommended configuration corresponding to the matching request from a preset automobile matching knowledge graph according to the matching request;
detecting whether the user is satisfied with the recommended configuration;
and if not, adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration.
The above method, optionally, further includes:
if not, analyzing each adapter corresponding to the target automobile configuration;
and calling each adapter to carry out multiple rounds of conversation question answering, and selecting target automobile configuration corresponding to the multiple rounds of conversation question answering records in a preset automobile matching knowledge map according to the multiple rounds of conversation question answering records.
Optionally, the method for obtaining a matching request of a user for an automobile includes:
when a matching instruction configured by a user for a target automobile is received, analyzing the matching instruction, and determining the type of the matching instruction;
if the type of the matching instruction is a first text instruction, taking the first text instruction as a matching request;
if the type of the matching instruction is a voice instruction, converting the voice instruction into a second text instruction, and taking the second text instruction as the matching request.
Optionally, the method may adjust the recommended configuration in an interactive manner, and includes:
generating matching path multi-turn questions and answers corresponding to the recommended configuration according to the recommended configuration to obtain a matching path question and answer record;
and selecting the target automobile configuration corresponding to the matching path question-answer record in a preset automobile matching knowledge graph according to the matching path question-answer record.
The above method, optionally, further includes:
when a developed question-answering request is received, acquiring a target adapter corresponding to the developed question-answering request;
carrying out development type question answering on the target adapter to obtain development question answering records;
and answering the corresponding question and answer in the matching path Torontal question and answer according to the development question and answer record.
The above method, optionally, further includes:
and storing the matching request and the target automobile configuration corresponding to the matching request in a preset recommended configuration database.
An automotive matching system comprising:
the acquisition module is used for acquiring a matching request of a user for the configuration of the target automobile;
the judging module is used for judging whether the matching request contains the user intention;
the first selection module is used for selecting recommended configuration corresponding to the matching request from a preset automobile matching knowledge map according to the matching request if the recommended configuration is included;
the detection module is used for detecting whether the user is satisfied with the recommended configuration;
and the adjusting module is used for adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration if the recommended configuration is not the target automobile configuration.
The above system, optionally, further includes:
the analysis module is used for analyzing each adapter corresponding to the target automobile configuration if the adapter is not included;
and the second selection module is used for calling each adapter to perform multi-round conversation question and answer, and selecting target automobile configuration corresponding to the multi-round conversation question and answer records in a preset automobile matching knowledge map according to the multi-round conversation question and answer records.
The above system, optionally, the adjusting module includes:
the generating unit is used for generating matching path multi-turn questions and answers corresponding to the recommended configuration according to the recommended configuration to obtain a matching path question and answer record;
and the selecting unit is used for selecting the target automobile configuration corresponding to the matching path question-answer record in a preset automobile matching knowledge graph according to the matching path question-answer record.
The above system, optionally, further includes:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a target adapter corresponding to a developed question-answering request when the developed question-answering request is received;
the question-answering unit is used for carrying out development type question-answering on the target adapter to obtain development question-answering records;
and the answering unit is used for answering the corresponding question answer in the matching path Torontal question answer according to the development question answer record.
Compared with the prior art, the invention has the following advantages:
the invention discloses an automobile matching method, which comprises the following steps: the method comprises the steps of obtaining a matching request of a user for target automobile configuration, when the matching request contains user intention, selecting recommended configuration corresponding to the matching request in a preset automobile matching knowledge graph according to the matching request, and when the user is not satisfied with the recommended configuration, adjusting the recommended configuration through an interactive method to obtain the target automobile configuration. According to the method, when the user is unsatisfied with the recommended configuration generated according to the user intention, the recommended configuration can be adjusted in an interactive mode, and the problems that in the prior art, the user can only select preset configurations in fixed distributors, the selection is limited, and interaction cannot be performed are solved.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a flow chart of a method for matching automobiles according to an embodiment of the present disclosure;
FIG. 2 is another flow chart of a method for matching automobiles disclosed in the embodiments of the present application;
FIG. 3 is another flow chart of a method for matching automobiles according to the embodiment of the present application;
FIG. 4 is a flowchart of another method for matching automobiles according to the embodiment of the present application;
FIG. 5 is a flowchart of another method for matching automobiles according to the embodiment of the present application;
fig. 6 is a block diagram of an optional system of an automobile according to an embodiment of the present disclosure.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
The invention discloses an automobile matching method, which is applied to the process of purchasing an automobile by a user, can interact with the purchase intention of the user aiming at the automobile in the form of a website or an application program APP (application), and finally obtains the satisfactory target automobile configuration of the user, wherein the execution main body of the matching method can be a processor or a controller, the execution flow of the matching method is shown in figure 1, and the method comprises the following steps:
s101, acquiring a matching request of a user for the configuration of a target automobile;
in the embodiment of the invention, two conditions may exist in the generation of the matching request, when the user inputs the user intention through a website or an APP to complete the matching, the user intention is determined through mouse selection, manual click or other preferred determination modes, and after the determination, the matching request is generated; in another case, the user does not input the user intention, and wishes to recommend the user intention through interaction or other preferable modes, in which case, the user may directly skip the user intention selection interface, and when the user chooses to skip, the matching request is also generated, wherein the user intention may be the matching condition of the family number, the urban road, the mountain road, the two-drive or the four-drive, and the like.
S102, judging whether the matching request contains the user intention;
in the embodiment of the present invention, in view of the above two generation processes of the matching request, when the user performs the processing of the matching request, it is necessary to determine whether the matching request includes the user intention.
S103, if the vehicle matching request contains the recommended configuration, selecting the recommended configuration corresponding to the matching request from a preset vehicle matching knowledge graph according to the matching request;
in the embodiment of the invention, when the matching request contains the user intention, each matching condition contained in the user intention is analyzed, and the recommended configuration corresponding to the matching request is selected in the preset automobile matching knowledge graph aiming at each matching condition, wherein the preset automobile matching knowledge graph is obtained by firstly determining each matching device forming the automobile selection type through historical matching records, and the corresponding relation between each matching requirement and the recommended matching in the matching request is obtained, and the automobile matching knowledge graph is constructed according to each corresponding relation.
S104, detecting whether the user is satisfied with the recommended configuration;
in the embodiment of the invention, when the website or the APP shows the recommended configuration to the user, the user feeds back whether the recommended configuration is satisfied, and if the user is satisfied with the current recommended configuration, the matching process is finished.
And S105, if not, adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration.
In the embodiment of the invention, if the user is not satisfied with the recommended configuration, each adapter corresponding to the recommended configuration can be interacted in an interactive mode, and the recommended configuration is adjusted according to an interaction result to obtain the target automobile configuration, wherein the target automobile configuration is the configuration satisfied by the user.
Preferably, the matching request and the target automobile configuration corresponding to the matching request are stored in a preset recommended configuration database, and the preset automobile matching knowledge graph is continuously optimized according to the preset recommended configuration data.
The invention discloses an automobile matching method, which comprises the following steps: the method comprises the steps of obtaining a matching request of a user for target automobile configuration, when the matching request contains user intention, selecting recommended configuration corresponding to the matching request in a preset automobile matching knowledge graph according to the matching request, and when the user is not satisfied with the recommended configuration, adjusting the recommended configuration through an interactive method to obtain the target automobile configuration. According to the method, when the user is unsatisfied with the recommended configuration generated according to the user intention, the recommended configuration can be adjusted in an interactive mode, and the problems that in the prior art, the user can only select preset configurations in fixed distributors, the selection is limited, and interaction cannot be performed are solved.
In the implementation of the present invention, when the matching request does not include the user's intention, the execution flow of the above process is as shown in fig. 2, and includes the steps of:
s201, analyzing each adapter corresponding to the target automobile configuration;
in the embodiment of the invention, the website or the APP comprises each adapter for selecting the target automobile and analyzing each adapter, wherein each adapter corresponds to one part in the automobile, such as a gearbox, a skylight, a hub and the like.
S202, calling each adapter to carry out multiple rounds of conversation question answering, and selecting target automobile configuration corresponding to the multiple rounds of conversation question answering records in a preset automobile matching knowledge graph according to the multiple rounds of conversation question answering records.
In the embodiment of the invention, each adapter corresponds to a series of questions, and the questions and answers are selected by aiming at each adapter in the question and answer mode. For example, the selection of the sunroof may be made as to whether the sunroof is required or not, if necessary, whether the panoramic sunroof or the semi-stonecrop sunroof is selected, and if the panoramic sunroof is selected, the manual control or the automatic control may be selected. Preferably, the sequence is set for each adapter in advance, the question and answer are sequentially carried out on the matching questions of each adapter, and when a user does not care about one adapter, the question and answer corresponding to the adapter can be skipped over; when the technical background of a certain adapter is unclear, a user can also perform development type questioning and answering, such as a gearbox, and the user can ask the difference between a manual gear and an automatic gear.
In the embodiment of the present invention, a flow of a method for obtaining a matching request of a user for an automobile is shown in fig. 3, and the method includes the steps of:
s301, when a matching instruction configured by a user for a target automobile is received, analyzing the matching instruction, and determining the type of the matching instruction;
in the embodiment of the invention, when the matching instruction configured by the user for the target automobile is received, the type of the matching instruction contained in the matching instruction is analyzed, and in the matching process of the user, the user can generate the matching instruction in a typing or voice interaction mode, preferably, the matching process of adopting different marks as voice and characters is distinguished.
S302, if the type of the matching instruction is a first text instruction, taking the first text instruction as a matching request;
in the embodiment of the invention, if the type is the first text instruction, which indicates that the matching process is directly input through characters, the first text instruction is used as the matching request.
S303, if the type of the matching instruction is a voice instruction, converting the voice instruction into a second text instruction, and taking the second text instruction as the matching request.
In the embodiment of the present invention, if the type is a voice instruction, it indicates that the matching process is performed by voice input, and preferably, a natural language processing technology is adopted to convert the voice instruction into a second text instruction, and the second text instruction is used as the matching request.
In the embodiment of the present invention, a flow of a method for adjusting the recommended configuration in an interactive manner is shown in fig. 4, and the method includes the steps of:
s401, generating matching path multi-turn questions and answers corresponding to the recommended configuration according to the recommended configuration to obtain a matching path question and answer record;
in the embodiment of the invention, each adapter corresponding to the matching condition which is unsatisfactory by the user in the recommended configuration is analyzed, multiple rounds of question answering are carried out aiming at each adapter to form multiple rounds of question answering of the matching path, the technical background of one adapter is unclear in the selection process of the user, and when the situation occurs, development type question answering can be carried out to obtain the target adapter corresponding to the development type question answering request; carrying out development type question answering on the target adapter to obtain development question answering records; and answering the corresponding question-answer in the matching path Torontal question-answer according to the development question-answer record, and obtaining a matching path question-answer record when the question-answer is finished.
S402, selecting target automobile configuration corresponding to the matching path question-answer record in a preset automobile matching knowledge graph according to the matching path question-answer record.
In the embodiment of the invention, the matching path question-answer record is analyzed, the selection result of the user is determined, and the target automobile configuration corresponding to the matching path question-answer record is selected from the preset automobile matching knowledge graph according to the selection result.
In the embodiment of the present invention, as shown in fig. 5, an overall execution flow of the method is to obtain a matching request of a user through interaction, analyze whether the matching request includes a user intention, generate a recommended configuration if the matching request includes the user intention, end the matching if the user is satisfied with the recommended configuration, perform a wheel pair session if the user is not satisfied with the recommended configuration, generate a target automobile configuration, and perform multi-wheel session matching for all the selectors if the matching request does not include the recommended configuration, so as to generate the target automobile configuration.
In the matching method, the user can carry out matching through voice/character interaction, the user can develop and inquire the matching knowledge, manual matching search based on a traditional mode is not needed, the user intention can be intelligently identified, proper configuration is recommended to the client, and the matching experience is improved.
In the embodiment of the present invention, based on the foregoing matching method for an automobile, an embodiment of the present invention further provides a matching system for an automobile, where a structural block diagram of the matching system is shown in fig. 6, and the matching system includes:
the system comprises an acquisition module 501, a judgment module 502, a first selection module 503, a detection module 504 and an adjustment module 505.
Wherein the content of the first and second substances,
the obtaining module 501 is configured to obtain a matching request of a user for a target vehicle configuration;
the determining module 502 is configured to determine whether the matching request includes a user intention;
the first selecting module 503 is configured to select, if the recommended configuration corresponding to the matching request is included, a recommended configuration corresponding to the matching request from a preset vehicle matching knowledge graph according to the matching request;
the detection module 504 is configured to detect whether the user is satisfied with the recommended configuration;
and the adjusting module 506 is configured to adjust the recommended configuration in an interactive manner if the recommended configuration is not the target vehicle configuration.
The invention discloses an automobile matching system, which comprises: the method comprises the steps of obtaining a matching request of a user for target automobile configuration, when the matching request contains user intention, selecting recommended configuration corresponding to the matching request in a preset automobile matching knowledge graph according to the matching request, and when the user is not satisfied with the recommended configuration, adjusting the recommended configuration through an interactive method to obtain the target automobile configuration. According to the system, when the user is unsatisfied with the recommended configuration generated according to the user intention, the recommended configuration can be adjusted in an interactive mode, and the problems that in the prior art, the user can only select preset configurations in fixed distributors, the selection is limited, and interaction cannot be performed are solved.
In the embodiment of the present invention, the matching system further includes:
a parsing module 506 and a second selecting module 507.
Wherein the content of the first and second substances,
the analyzing module 506 is configured to analyze each adapter corresponding to the target vehicle configuration if the target vehicle configuration is not included in the target vehicle configuration;
the second selection module 507 is configured to call the adapters to perform multiple rounds of session questions and answers, and select a target automobile configuration corresponding to the multiple rounds of session questions and answers in a preset automobile matching knowledge graph according to multiple rounds of session questions and answers records.
In this embodiment of the present invention, the adjusting module 505 includes:
a generating unit 508 and a selecting unit 509.
Wherein the content of the first and second substances,
the generating unit 508 is configured to generate matching path multiple rounds of questions and answers corresponding to the recommended configuration according to the recommended configuration, so as to obtain a matching path question and answer record;
the selecting unit 509 is configured to select, according to the matching path question-answer record, a target vehicle configuration corresponding to the matching path question-answer record from a preset vehicle matching knowledge map.
In this embodiment of the present invention, the selecting module 505 further includes:
an acquisition unit 510, a question-answering unit 511 and an answering unit 512.
Wherein the content of the first and second substances,
the acquiring unit 510 is configured to acquire, when receiving a question-answering request, a target adapter corresponding to the question-answering request;
the question-answering unit 511 is used for carrying out development type question-answering on the target adapter to obtain development question-answering records;
the answering unit 512 is configured to answer the corresponding question and answer in the matching path toronto question and answer according to the development question and answer record.
It should be noted that, in the present specification, the embodiments are all described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments may be referred to each other. For the device-like embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
For convenience of description, the above devices are described as being divided into various units by function, and are described separately. Of course, the functions of the units may be implemented in the same software and/or hardware or in a plurality of software and/or hardware when implementing the invention.
From the above description of the embodiments, it is clear to those skilled in the art that the present invention can be implemented by software plus necessary general hardware platform. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which may be stored in a storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method according to the embodiments or some parts of the embodiments.
The method and the system for matching automobiles provided by the invention are described in detail, a specific example is applied in the text to explain the principle and the implementation mode of the invention, and the description of the embodiment is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (10)
1. An automobile fitting method, comprising:
acquiring a matching request of a user for the configuration of a target automobile;
judging whether the matching request contains user intention;
if yes, selecting recommended configuration corresponding to the matching request from a preset automobile matching knowledge graph according to the matching request;
detecting whether the user is satisfied with the recommended configuration;
and if not, adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration.
2. The method of claim 1, further comprising:
if not, analyzing each adapter corresponding to the target automobile configuration;
and calling each adapter to carry out multiple rounds of conversation question answering, and selecting target automobile configuration corresponding to the multiple rounds of conversation question answering records in a preset automobile matching knowledge map according to the multiple rounds of conversation question answering records.
3. The method of claim 1, wherein obtaining a user's fitting request for a car comprises:
when a matching instruction configured by a user for a target automobile is received, analyzing the matching instruction, and determining the type of the matching instruction;
if the type of the matching instruction is a first text instruction, taking the first text instruction as a matching request;
if the type of the matching instruction is a voice instruction, converting the voice instruction into a second text instruction, and taking the second text instruction as the matching request.
4. The method of claim 1, wherein adjusting the recommended configuration in an interactive manner comprises:
generating matching path multi-turn questions and answers corresponding to the recommended configuration according to the recommended configuration to obtain a matching path question and answer record;
and selecting the target automobile configuration corresponding to the matching path question-answer record in a preset automobile matching knowledge graph according to the matching path question-answer record.
5. The method of claim 4, further comprising:
when a developed question-answering request is received, acquiring a target adapter corresponding to the developed question-answering request;
carrying out development type question answering on the target adapter to obtain development question answering records;
and answering the corresponding question and answer in the matching path Torontal question and answer according to the development question and answer record.
6. The method of claim 1, further comprising:
and storing the matching request and the target automobile configuration corresponding to the matching request in a preset recommended configuration database.
7. An automotive matching system, comprising:
the acquisition module is used for acquiring a matching request of a user for the configuration of the target automobile;
the judging module is used for judging whether the matching request contains the user intention;
the first selection module is used for selecting recommended configuration corresponding to the matching request from a preset automobile matching knowledge map according to the matching request if the recommended configuration is included;
the detection module is used for detecting whether the user is satisfied with the recommended configuration;
and the adjusting module is used for adjusting the recommended configuration in an interactive mode to obtain the target automobile configuration if the recommended configuration is not the target automobile configuration.
8. The system of claim 7, further comprising:
the analysis module is used for analyzing each adapter corresponding to the target automobile configuration if the adapter is not included;
and the second selection module is used for calling each adapter to perform multi-round conversation question and answer, and selecting target automobile configuration corresponding to the multi-round conversation question and answer records in a preset automobile matching knowledge map according to the multi-round conversation question and answer records.
9. The system of claim 7, wherein the adjustment module comprises:
the generating unit is used for generating matching path multi-turn questions and answers corresponding to the recommended configuration according to the recommended configuration to obtain a matching path question and answer record;
and the selecting unit is used for selecting the target automobile configuration corresponding to the matching path question-answer record in a preset automobile matching knowledge graph according to the matching path question-answer record.
10. The system of claim 9, further comprising:
the system comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring a target adapter corresponding to a developed question-answering request when the developed question-answering request is received;
the question-answering unit is used for carrying out development type question-answering on the target adapter to obtain development question-answering records;
and the answering unit is used for answering the corresponding question answer in the matching path Torontal question answer according to the development question answer record.
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