Intelligent interaction system and method based on legal consultation

Abstract

The invention relates to the field of legal consultation, and particularly discloses an intelligent interaction system and method based on legal consultation, and the system comprises an augmented reality legal consultation scene construction module which is used for constructing a legal consultation scene through an augmented reality technology, and comprises a simulation court and a lawyer office, a user can perform face-to-face consultation with a virtual lawyer in a virtual environment, and a scene comprises legal documents, case display and legal tools; through deep fusion of an augmented reality technology and a deep learning algorithm, the system constructs a virtual scene including a simulation court and a lawyer office for a user, so that the user can perform face-to-face consultation with a virtual lawyer personally on the scene, and the immersive experience not only improves the consultation efficiency, but also improves the consultation experience. The participation sense and the satisfaction degree of the user are enhanced; a deep learning algorithm is utilized to carry out natural language processing on questions input by a user, and reasoning is carried out in combination with a legal knowledge graph, so that accurate legal consultation suggestions are generated.

Description

Technical Field

[0001] The present invention belongs to the field of legal consultation, and specifically relates to an intelligent interactive system and method based on legal consultation. Background Art

[0003] Traditional legal consultation methods often rely on face-to-face communication or telephone communication, which is limited by factors such as time and place, and cannot provide an intuitive display of legal scenarios. Summary of the invention

[0004] In order to solve the above technical problems, the present invention provides an intelligent interactive system based on legal consultation to solve the problem that traditional legal consultation methods in the prior art often rely on face-to-face communication or telephone communication, which is limited by factors such as time and place and cannot provide intuitive legal scenario display.

[0005] An intelligent interactive system based on legal consultation, comprising:

[0006] Augmented reality legal consultation scenario construction module: used to build legal consultation scenarios using augmented reality technology, including mock courts and lawyers' offices, so that users can have face-to-face consultations with virtual lawyers in a virtual environment. The scenarios also contain legal documents, case presentations, and legal tools.

[0007] Deep learning natural language processing and legal knowledge reasoning module: Use deep learning algorithms to process the natural language of questions input by users, extract key information and understand user intentions, and combine legal knowledge graphs to reason about user questions and generate corresponding legal advice;

[0008] Social interaction and experience sharing module: Introducing social interaction elements, allowing users to create accounts and join legal discussion groups to share legal consulting experiences and exchange ideas;

[0009] Personalized legal service recommendation module: Analyzes the user's legal consultation history, behavior patterns, and preferences, uses machine learning algorithms to build user profiles, and recommends relevant legal knowledge, cases, lawyer services, and legal courses to users based on their profiles;

[0010] Augmented reality interaction and feedback optimization module: provides gesture recognition and voice control augmented reality interaction methods, allowing users to interact with the system more naturally, and adjust legal consultation scenarios and service methods based on user feedback and interaction.

[0011] Preferably, the augmented reality legal consultation scenario construction module further includes a virtual reality legal training and education scenario construction function, which uses virtual reality technology to construct immersive legal training and education scenarios, including mock court trials and lawyer defense, so that users can participate in legal practice in an immersive way and improve their legal literacy and response capabilities; the system intelligently adjusts the training content and difficulty based on the user's training progress and feedback.

[0012] Preferably, the deep learning natural language processing and legal knowledge reasoning module has learning capabilities and can continuously optimize the natural language processing model according to the user's questioning habits and preferences to improve consultation efficiency.

[0013] Preferably, the social interaction and experience sharing module can also recommend relevant legal discussion groups and expert resources based on the user's interests and needs.

[0014] Preferably, the personalized legal service recommendation module can adjust the recommendation algorithm according to user feedback and interaction to improve the accuracy and personalization of the recommendations.

[0015] Preferably, the augmented reality interaction and feedback optimization module can also answer user questions in real time, provide relevant legal knowledge and case support, and collect user feedback for continuous optimization and improvement of the system; further includes a virtual reality interaction optimization function, which provides a more sophisticated and natural interaction method for virtual reality legal training and education scenarios, including head tracking and gesture recognition refinement, to enhance the user's immersion and interactive experience in the virtual reality environment.

[0016] Preferably, the augmented reality legal consultation scene construction module also includes an environmental adaptability adjustment function, which can automatically adjust the lighting and sound effects of the virtual scene according to the actual environment of the user, ensuring that the user can get the best consultation experience in different environments.

[0017] Preferably, the deep learning natural language processing and legal knowledge reasoning module is integrated with a real-time updated legal knowledge base, and regularly obtains the latest laws, regulations and judicial interpretations from authoritative legal websites and databases to ensure the accuracy of the legal advice provided by the system.

[0018] Preferably, the social interaction and experience sharing module is provided with a user credit evaluation system, which allocates credit points to users according to their activity, contribution and positive evaluation factors in the legal discussion group, and provides users with different rights and services according to the level of credit points, including priority participation in legal lectures and opportunities for one-on-one consultation with experts.

[0019] An intelligent interactive method based on legal consultation, the method comprising the following steps:

[0020] Step 1: The user starts the intelligent interactive system and chooses to enter the augmented reality legal consultation scene;

[0021] Step 2: The system uses augmented reality technology to build and display legal consultation scenarios, and users can interact with virtual lawyers through gesture recognition and voice control;

[0022] Step 3: The user inputs a consultation question, and the system analyzes the question through the deep learning natural language processing module and generates legal consultation suggestions based on the legal knowledge graph;

[0023] Step 4: Users can freely choose whether to share their consulting experience and insights in the legal discussion group in the social interaction module and communicate with other users;

[0024] Step 5: Based on the user's legal consultation history, behavior patterns and preferences, the system pushes relevant legal knowledge, cases, lawyer services and legal courses to the user through the personalized legal service recommendation module;

[0025] Step 6: If the user chooses to participate in the virtual reality legal training and education scenario, the system will provide an immersive legal training and education experience, and intelligently adjust the training content and difficulty based on the user's training progress and feedback.

[0026] Compared with the prior art, the present invention has the following beneficial effects:

[0027] By deeply integrating augmented reality technology and deep learning algorithms, this system builds virtual scenes including mock courts and lawyers' offices for users, allowing users to have face-to-face consultations with virtual lawyers. This immersive experience not only improves consultation efficiency, but also enhances user participation and satisfaction.

[0028] By utilizing deep learning algorithms to perform natural language processing on user input questions and combining them with legal knowledge graphs for reasoning, accurate legal advice can be generated, thus ensuring that users can obtain professional and reliable legal guidance and effectively resolving the problem of information asymmetry in legal advice. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] Figure 1 It is a system schematic diagram of the present invention;

[0030] Figure 2 Schematic diagram of the method of the present invention. DETAILED DESCRIPTION

[0031] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0032] like Figure 1 As shown:

[0033] Embodiment 1: The present invention provides an intelligent interactive system based on legal consultation, comprising:

[0034] Augmented reality legal consultation scenario construction module: used to build legal consultation scenarios using augmented reality technology, including mock courts and lawyers' offices, so that users can have face-to-face consultations with virtual lawyers in a virtual environment. The scenarios also contain legal documents, case presentations, and legal tools.

[0035] By using augmented reality technology platforms such as Unity 3D, legal consultation scenarios including mock courts and lawyers' offices are constructed. Users can enter these virtual environments by wearing AR glasses or using mobile phone apps and have face-to-face consultations with virtual lawyers. There are virtual bookshelves in the scene with various legal documents, which users can view by clicking or gestures; at the same time, there is a large screen to display cases and provide legal tools such as contract templates and complaint generators.

[0036] Deep learning natural language processing and legal knowledge reasoning module: Use deep learning algorithms to process the natural language of questions input by users, extract key information and understand user intentions, and combine legal knowledge graphs to reason about user questions and generate corresponding legal advice;

[0037] By adopting deep learning models such as BERT, natural language processing is performed on the text input by users to extract keywords and sentence structures and understand user intentions. Combined with the legal knowledge graph, the problem is inferred through graph algorithms to generate legal consulting advice. The system regularly obtains the latest legal knowledge from legal websites through crawler technology and updates the knowledge graph.

[0038] Social interaction and experience sharing module: Introducing social interaction elements, allowing users to create accounts and join legal discussion groups to share legal consulting experiences and exchange ideas;

[0039] By developing a social platform based on WeChat mini-programs or APPs, users can register an account and create or join a legal discussion group. In the discussion group, users can post to share legal consulting experiences, reply to other people's posts, and interact with each other. The system recommends relevant discussion groups and experts based on the user's interests and behaviors through collaborative filtering algorithms.

[0040] Personalized legal service recommendation module: Analyzes the user's legal consultation history, behavior patterns, and preferences, uses machine learning algorithms to build user profiles, and recommends relevant legal knowledge, cases, lawyer services, and legal courses to users based on their profiles;

[0041] Augmented reality interaction and feedback optimization module: provides gesture recognition and voice control augmented reality interaction methods, allowing users to interact with the system more naturally, and adjust legal consultation scenarios and service methods based on user feedback and interaction;

[0042] By developing an interactive system based on ARKit or ARCore, gesture recognition and voice control are supported. Users can interact with the system through gestures such as turning pages, clicking, zooming, etc., or through voice commands. The system continuously optimizes the interaction method and improves the user experience based on user feedback and interaction data. For example, when users frequently click on a certain type of legal knowledge article, the system will increase the recommendation weight of this type of article.

[0043] From the above, we can see that this system deeply integrates augmented reality technology and deep learning algorithms to provide users with an immersive legal consultation experience. By constructing virtual scenes such as mock courts and lawyers' offices, users can easily communicate face-to-face with virtual lawyers and obtain professional legal consultation advice. At the same time, the system uses deep learning algorithms to perform natural language processing on user input, combined with legal knowledge graphs, to generate accurate legal advice. In addition, the system also introduces social interaction elements, allowing users to share legal consultation experiences and exchange ideas, further enhancing user participation and interactivity. The personalized legal service recommendation module provides users with customized legal knowledge, cases, lawyer services and legal courses based on user portraits. Finally, the augmented reality interaction and feedback optimization module improves the user experience, enabling the system to continuously optimize the interaction method based on user feedback.

[0044] Embodiment 2: This embodiment is basically the same as the previous embodiment, except that it also includes: the augmented reality legal consultation scenario construction module further includes a virtual reality legal training and education scenario construction function, which uses virtual reality technology to build immersive legal training and education scenarios, including mock court trials and lawyer defense, so that users can participate in legal practice in an immersive way and improve their legal literacy and response capabilities; the system intelligently adjusts the training content and difficulty according to the user's training progress and feedback;

[0045] By building immersive legal training and education scenarios in Unity 3D, including mock court trials and lawyer defense, users wear VR helmets to enter the scene and interact through handles or head tracking. The system intelligently adjusts the training content and difficulty through AI algorithms based on the user's training progress and feedback.

[0046] Specifically, the deep learning natural language processing and legal knowledge reasoning module has learning capabilities and can continuously optimize the natural language processing model according to the user's questioning habits and preferences to improve consultation efficiency;

[0047] The system regularly collects user question data and fine-tunes the natural language processing model through online learning algorithms to improve the accuracy and efficiency of the model. At the same time, the system also has a self-evaluation function, which automatically evaluates the model performance and optimizes it by comparing the model output and expert answers.

[0048] Specifically, the social interaction and experience sharing module can also recommend relevant legal discussion groups and expert resources based on the user's interests and needs.

[0049] Specifically, the personalized legal service recommendation module can adjust the recommendation algorithm according to user feedback and interaction to improve the accuracy and personalization of the recommendations.

[0050] Specifically, the augmented reality interaction and feedback optimization module can also answer user questions in real time, provide relevant legal knowledge and case support, and collect user feedback for continuous optimization and improvement of the system; it further includes a virtual reality interaction optimization function, which provides a more sophisticated and natural interaction method for virtual reality legal training and education scenarios, including head tracking and gesture recognition refinement, to enhance the user's immersion and interactive experience in the virtual reality environment.

[0051] Specifically, the augmented reality legal consultation scene construction module also includes an environmental adaptability adjustment function, which can automatically adjust the lighting and sound effects of the virtual scene according to the actual environment of the user, ensuring that the user can get the best consultation experience in different environments.

[0052] Specifically, the deep learning natural language processing and legal knowledge reasoning module is integrated with a real-time updated legal knowledge base, and regularly obtains the latest laws, regulations and judicial interpretations from authoritative legal websites and databases to ensure the accuracy of the legal advice provided by the system.

[0053] Specifically, the social interaction and experience sharing module has a user credit evaluation system, which allocates credit points to users based on their activity, contribution and positive evaluation factors in the legal discussion group, and provides users with different rights and services based on the level of their credit points, including priority participation in legal lectures and opportunities for one-on-one consultation with experts.

[0054] From the above, we can see that this system not only retains core functions such as augmented reality legal consultation, deep learning natural language processing, social interactive sharing, personalized legal service recommendations and augmented reality interactive feedback, but also adds virtual reality legal training and education scenario construction, allowing users to immersively participate in legal practice and improve their legal literacy. The system intelligently adjusts the training content and difficulty through AI algorithms. At the same time, the deep learning model is continuously optimized according to user habits to improve consultation efficiency. The social module recommends discussion groups and experts based on user interests, and the personalized recommendation algorithm is adjusted based on feedback. The augmented reality interaction module answers user questions in real time, provides legal knowledge support, and continuously optimizes virtual reality interaction methods and environmental adaptability adjustments to ensure the best consulting experience. In addition, the legal knowledge base is updated in real time, and the social module introduces a user credit evaluation system to encourage users to actively participate and enjoy more rights and interests.

[0055] like Figure 2 As shown:

[0056] Embodiment 3: An intelligent interactive method based on legal consultation, the method comprising the following steps:

[0057] Step 1: The user starts the intelligent interactive system and chooses to enter the augmented reality legal consultation scene;

[0058] Step 2: The system uses augmented reality technology to build and display legal consultation scenarios, and users can interact with virtual lawyers through gesture recognition and voice control;

[0059] Step 3: The user inputs a consultation question, and the system analyzes the question through the deep learning natural language processing module and generates legal consultation suggestions based on the legal knowledge graph;

[0060] Step 4: Users can freely choose whether to share their consulting experience and insights in the legal discussion group in the social interaction module and communicate with other users;

[0061] Step 5: Based on the user's legal consultation history, behavior patterns and preferences, the system pushes relevant legal knowledge, cases, lawyer services and legal courses to the user through the personalized legal service recommendation module;

[0062] Step 6: If the user chooses to participate in the virtual reality legal training and education scenario, the system will provide an immersive legal training and education experience, and intelligently adjust the training content and difficulty based on the user's training progress and feedback.

[0063] From the above, it can be seen that this method relies on an advanced intelligent interactive system to provide users with comprehensive and personalized legal services. After the user starts the system, he can immediately enter the augmented reality legal consultation scene and conduct efficient interactive consultation with the virtual lawyer through intuitive gesture recognition and voice control. The system can accurately analyze user problems and quickly generate professional suggestions based on the legal knowledge graph. Users can also voluntarily share consulting experiences to social discussion groups to promote knowledge sharing and communication. In addition, the system personalizes the push of legal knowledge, cases, lawyer services and courses based on the user's historical behavior and preferences. If the user chooses to participate, the system will also provide immersive virtual reality legal training and intelligently adjust the training content to meet the user's learning needs.

[0064] Application Process:

[0065] Ms. Zhang recently went through a divorce and was very confused about the division of property. She didn’t know how to deal with it. On the recommendation of a friend, she learned about an intelligent interactive system based on legal consultation and decided to seek help through this system.

[0066] Ms. Zhang opened the APP of this intelligent interactive system and selected the augmented reality legal consultation scene building module. By wearing AR glasses, she entered a virtual lawyer's office and had a face-to-face consultation with a virtual lawyer. In this virtual scene, Ms. Zhang saw legal documents and case presentations, and the virtual lawyer also provided her with some legal tools, such as a property division calculator, to help her better understand her rights and interests.

[0067] Ms. Zhang described her divorce and confusion about property division in detail to the virtual lawyer. The deep learning natural language processing and legal knowledge reasoning module processed her input, extracted key information, and reasoned about her problem in combination with the legal knowledge graph, ultimately generating a detailed legal advice. The virtual lawyer explained to her the principles of property division and relevant legal provisions, as well as her possible share of the property.

[0068] After the consultation, Ms. Zhang felt that she had a clearer understanding of the property division issue, but she still wanted to learn more about her rights and possible legal procedures. So she decided to enter the augmented reality legal consultation scenario building module again, but this time she chose a mock court scenario.

[0069] In the mock trial, Ms. Zhang played her own role, and the system provided her with a virtual opposing lawyer and judge. Through the process of the mock trial, Ms. Zhang gained a deeper understanding of the legal procedures and possible results of property division. She could also interact with the virtual characters provided by the system, raise her own questions and opinions, and receive corresponding answers and feedback.

[0070] The moot court experience gave Ms. Zhang a deeper understanding of the issue of property division and a clearer understanding of her rights and possible legal procedures. She feels more confident about future legal procedures and is more clear about how she should act.

[0071] After the consultation, Ms. Zhang decided to join the legal discussion group in the social interaction and experience sharing module to exchange experiences with other users who have experienced similar situations. She found that many users in the discussion group were sharing their legal consultation experiences and coping strategies, which made her feel very comforted and supported.

[0072] In addition, the personalized legal service recommendation module also recommended some legal knowledge, cases, lawyer services and legal courses related to property division to Ms. Zhang. She selected some courses for in-depth study and contacted a recommended lawyer for further consultation.

[0073] Throughout the process, Ms. Zhang found the augmented reality interaction and feedback optimization module very useful. She could interact with the system through gesture recognition and voice control, and it felt like she was communicating with a real lawyer. Moreover, the system would adjust the legal consultation scenario and service method based on her feedback and interaction, giving her a more personalized service experience.

[0074] Finally, with the help of the intelligent interactive system, Ms. Zhang successfully solved the problem of divorce property division and obtained her share of the property. This experience made her deeply appreciate the convenience and practicality of the intelligent interactive system in legal consultation, and also gave her more confidence and preparation for the legal problems she might encounter in the future.

[0075] In summary, the intelligent interactive system based on legal consultation provided by the present invention constructs legal consultation scenarios including mock courts and lawyers' offices through augmented reality technology, supports users to have face-to-face consultations with virtual lawyers, and provides rich resources such as legal documents, case presentations, and legal tools. At the same time, the system also introduces social interaction elements and personalized legal service recommendation modules to provide users with a more convenient, efficient, and personalized legal consultation experience. The setting of the mock court scene further enhances the practicality and user experience of the system, allowing users to have a deeper understanding of legal procedures and possible results.

[0076] The standard parts used in the present invention can all be purchased from the market, and the special-shaped parts can be customized according to the description and the drawings. The specific connection methods of each part adopt conventional means such as mature bolts, rivets, welding, etc. in the prior art. The machinery, parts and equipment all adopt conventional models in the prior art, and the circuit connection adopts the conventional connection method in the prior art, which will not be described in detail here. The contents not described in detail in this specification belong to the prior art known to professional and technical personnel in this field.

[0077] In the description of the present invention, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include one or more of the features. "Multiple" means two or more, unless otherwise clearly and specifically defined.

[0078] In the present invention, unless otherwise clearly specified and limited, the terms "installed", "connected", "connected", "fixed" and the like should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection or an indirect connection through an intermediate medium, it can be the internal connection of two elements or the interaction relationship between two elements. For ordinary technicians in this field, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0079] In the present invention, unless otherwise clearly specified and limited, a first feature being "above" or "below" a second feature may mean that the first and second features are in direct contact, or the first and second features are in indirect contact through an intermediate medium. Moreover, a first feature being "above", "above" or "above" a second feature may mean that the first feature is directly above or obliquely above the second feature, or simply means that the first feature is higher in level than the second feature. A first feature being "below", "below" or "below" a second feature may mean that the first feature is directly below or obliquely below the second feature, or simply means that the first feature is lower in level than the second feature.

[0080] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example" or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, unless they are contradictory.

[0081] In the drawings of the embodiments disclosed in the present invention, only the structures related to the embodiments disclosed in the present invention are involved, and other structures can refer to the general design. In the absence of conflict, the same embodiment and different embodiments of the present invention can be combined with each other.

[0082] Although the present invention has been described in detail with reference to the aforementioned embodiments, it is still possible for those skilled in the art to modify the technical solutions described in the aforementioned embodiments, or to make equivalent substitutions for some of the technical features therein. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention should be included in the protection scope of the present invention.

Claims

1. An intelligent interactive system based on legal consultation, characterized in that: include: Augmented reality legal consultation scenario construction module: used to build legal consultation scenarios using augmented reality technology, including mock courts and lawyers' offices, so that users can have face-to-face consultations with virtual lawyers in a virtual environment. The scenarios also contain legal documents, case presentations, and legal tools. Deep learning natural language processing and legal knowledge reasoning module: Use deep learning algorithms to process the natural language of questions input by users, extract key information and understand user intentions, and combine legal knowledge graphs to reason about user questions and generate corresponding legal advice; Social interaction and experience sharing module: Introducing social interaction elements, allowing users to create accounts and join legal discussion groups to share legal consulting experiences and exchange ideas; Personalized legal service recommendation module: Analyzes the user's legal consultation history, behavior patterns, and preferences, uses machine learning algorithms to build user profiles, and recommends relevant legal knowledge, cases, lawyer services, and legal courses to users based on their profiles; Augmented reality interaction and feedback optimization module: provides gesture recognition and voice control augmented reality interaction methods, allowing users to interact with the system more naturally, and adjust legal consultation scenarios and service methods based on user feedback and interaction.

2. An intelligent interactive system based on legal consultation as claimed in claim 1, characterized in that: The augmented reality legal consultation scenario construction module further includes a virtual reality legal training and education scenario construction function, which uses virtual reality technology to build immersive legal training and education scenarios, including mock court trials and lawyer defense, so that users can participate in legal practice in an immersive way and improve their legal literacy and response capabilities; the system intelligently adjusts the training content and difficulty based on the user's training progress and feedback.

3. The intelligent interactive system based on legal consultation as claimed in claim 1, characterized in that: The deep learning natural language processing and legal knowledge reasoning module has learning capabilities and can continuously optimize the natural language processing model based on the user's questioning habits and preferences to improve consultation efficiency.

4. The intelligent interactive system based on legal consultation as claimed in claim 3, characterized in that: The social interaction and experience sharing module can also recommend relevant legal discussion groups and expert resources based on the user's interests and needs.

5. An intelligent interactive system based on legal consultation as claimed in claim 4, characterized in that: The personalized legal service recommendation module can adjust the recommendation algorithm based on user feedback and interaction to improve the accuracy and personalization of recommendations.

6. The intelligent interactive system based on legal consultation as claimed in claim 1, characterized in that: The augmented reality interaction and feedback optimization module can also answer user questions in real time, provide relevant legal knowledge and case support, and collect user feedback for continuous optimization and improvement of the system; it further includes a virtual reality interaction optimization function, which provides a more sophisticated and natural interaction method for virtual reality legal training and education scenarios, including head tracking and gesture recognition refinement, to enhance the user's immersion and interactive experience in the virtual reality environment.

7. An intelligent interactive system based on legal consultation as claimed in claim 6, characterized in that: The augmented reality legal consultation scene construction module also includes an environmental adaptability adjustment function, which can automatically adjust the lighting and sound effects of the virtual scene according to the actual environment of the user, ensuring that the user can get the best consultation experience in different environments.

8. An intelligent interactive system based on legal consultation as claimed in claim 7, characterized in that: The deep learning natural language processing and legal knowledge reasoning module is integrated with a real-time updated legal knowledge base, and regularly obtains the latest laws, regulations and judicial interpretations from authoritative legal websites and databases to ensure the accuracy of the legal advice provided by the system.

9. The intelligent interactive system based on legal consultation as claimed in claim 1, characterized in that: The social interaction and experience sharing module has a user credit evaluation system, which allocates credit points to users based on their activity, contribution and positive evaluation factors in the legal discussion group, and provides users with different rights and services based on their credit points, including priority participation in legal lectures and opportunities for one-on-one consultation with experts.

10. An intelligent interactive method based on legal consultation, characterized in that: The method comprises the following steps: Step 1: The user starts the intelligent interactive system and chooses to enter the augmented reality legal consultation scene; Step 2: The system uses augmented reality technology to build and display legal consultation scenarios, and users can interact with virtual lawyers through gesture recognition and voice control; Step 3: The user inputs a consultation question, and the system analyzes the question through the deep learning natural language processing module and generates legal consultation suggestions based on the legal knowledge graph; Step 4: Users can freely choose whether to share their consulting experience and insights to the legal discussion group in the social interaction module and communicate with other users; Step 5: Based on the user's legal consultation history, behavior patterns and preferences, the system pushes relevant legal knowledge, cases, lawyer services and legal courses to the user through the personalized legal service recommendation module; Step 6: If the user chooses to participate in the virtual reality legal training and education scenario, the system will provide an immersive legal training and education experience, and intelligently adjust the training content and difficulty based on the user's training progress and feedback.

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