Method and device for generating rural residence repairing mode

Abstract

The invention provides a rural residence repairing mode generation method and device, and belongs to the technical field of building maintenance. According to the rural residence repairing mode generation method, a user uploads pictures and information, the feedback and repairing request process is simplified, and the user experience is improved. According to the method, related house damage examples can be screened out according to the self-built house maintenance information uploaded by the user, the situation that the information input by the user is not accurate can be corrected, then the repair mode is automatically screened and generated, the time from request submission to repair suggestion obtaining is shortened, and the repair quality and efficiency of rural residences are improved.

Description

Technical Field

[0001] The present invention relates to the technical field of building maintenance, and in particular to a method and device for generating a rural residential repair mode. Background Art

[0002] At present, most rural houses are built by villagers themselves. Due to the lack of professional technical guidance, quality problems such as foundation settlement, wall cracks and roof leaks often occur. The villagers' self-repair methods often remain at the surface, failing to effectively solve the fundamental problems, which in turn affects the quality of life. If professionals are hired to evaluate each house and provide repair suggestions, although professional guidance can be obtained, the cycle is long, the cost is high, and there are many difficulties in actual operation. Summary of the invention

[0003] The present invention provides a method and device for generating a rural house repair mode, which are used to solve the defect of inconvenient rural house repair in the prior art and achieve the effect of improving the repair quality and efficiency of rural houses.

[0004] The present invention provides a method for generating a rural residential renovation method, comprising: Receive self-built house maintenance information uploaded by users, including pictures of damaged parts, information on repair needs, and house information; Based on the self-built house maintenance information, a target number of house damage examples are screened and sent to the user; receiving an input by the user of selecting a target house damage example that matches the self-built house maintenance information from the target number of house damage examples; In response to the user's input, based on the target house damage example and the self-built house maintenance information, a repair method corresponding to the self-built house maintenance information is generated and sent to the user.

[0005] According to a method for generating a rural residential repair method provided by the present invention, when the number of self-built house repair information is greater than two, after generating the repair method corresponding to the self-built house repair information, the method further includes: Generate a construction sequence of the repair method corresponding to each building maintenance information, and send the repair method and construction sequence corresponding to each building maintenance information to the user.

[0006] According to a method for generating a rural residential repair method provided by the present invention, the repair method corresponding to the self-built house repair information is generated based on the target house damage example and the self-built house repair information, including: Extracting maintenance information features from the self-built house maintenance information input by the user; By using the rule engine, based on the maintenance information features in the self-built house maintenance information input by the user, the initial damage cause of the damaged part is analyzed; Using the maintenance analysis model to analyze the target house damage example and the self-built house maintenance information, and obtain the supplementary damage cause of the damaged part; Based on the initial damage cause and the supplementary damage cause of the damaged part, a repair method corresponding to the self-built house maintenance information is generated.

[0007] According to a method for generating rural residential renovation methods provided by the present invention, the repair information characteristics include basic house information characteristics, damage condition characteristics, environmental factor characteristics and renovation history characteristics.

[0008] According to a method for generating a rural residential repair method provided by the present invention, based on the self-built house repair information, a target number of house damage examples are screened and sent to the user, including: Identify the label set in the house damage example from the self-built house maintenance information; The identified labels are matched with each house damage example stored in a structured database, and a target number of house damage examples are screened and sent to the user; the structured database stores pictures of house damage examples that are manually marked with labels.

[0009] According to a method for generating a rural residential repair method provided by the present invention, the repair method corresponding to the self-built house maintenance information is generated based on the initial damage cause and the supplementary damage cause of the damaged part, including: Establish a knowledge base of repair methods, and associate different damaged parts and causes with corresponding repair methods; Formulate repair methods for each damaged part and damage cause in the knowledge base, including construction drawings of key nodes; According to the collected initial damage causes and supplementary damage causes of the damaged parts, the corresponding repair methods of the damaged parts, the initial damage causes and the supplementary damage causes in the knowledge base are combined to generate a repair method corresponding to the self-built house maintenance information.

[0010] According to a method for generating rural residential repair methods provided by the present invention, when the house information includes site selection information, and the site selection information is a site selection that is not conducive to building a house, after receiving the self-built house repair information uploaded by the user, the method also includes: sending a prompt information of a dangerous area to the user.

[0011] The present invention also provides a rural residential repair method generating device, comprising: The first receiving module is used to receive the self-built house maintenance information uploaded by the user, the self-built house maintenance information includes pictures of damaged parts, information on repair needs and house information; A processing module, configured to filter a target number of house damage examples based on the self-built house maintenance information and send them to the user; A second receiving module is used to receive an input of the user selecting a target house damage example that matches the self-built house maintenance information from the target number of house damage examples; A response module is used to respond to the user's input, based on the target house damage example and the self-built house maintenance information, generate a repair method corresponding to the self-built house maintenance information and send it to the user.

[0012] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, it implements any of the above-mentioned methods for generating rural residential renovation methods.

[0013] The present invention also provides a non-transitory computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor, the method for generating a rural residential renovation method as described in any one of the above-mentioned methods is implemented.

[0014] The present invention also provides a computer program product, including a computer program, which, when executed by a processor, implements any of the above-mentioned methods for generating rural residential renovation methods.

[0015] The method and device for generating rural housing repair methods provided by the present invention simplify the process of feedback and repair request by allowing users to upload pictures and information, can screen out relevant house damage examples based on the self-built house maintenance information uploaded by users, can correct inaccurate user input information, and then automatically screen and generate repair methods, shortening the time from submitting a request to obtaining repair suggestions, and helping to improve the quality and efficiency of rural housing repairs. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0017] Figure 1 It is one of the flow charts of the method for generating the rural residential renovation mode provided by the present invention; Figure 2 This is the second flow chart of the method for generating the rural residential renovation method provided by the present invention; Figure 3It is a structural schematic diagram of a device for generating a rural residential repair method provided by the present invention; Figure 4 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0018] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are 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.

[0019] Combine the following Figure 1-Figure 4 The invention describes a method and device for generating a rural residential renovation method.

[0020] like Figure 1 As shown, the method for generating rural residential renovation methods according to an embodiment of the present invention mainly includes step 110, step 120, step 130 and step 140.

[0021] Step 110, receiving the self-built house maintenance information uploaded by the user.

[0022] The maintenance information of self-built houses includes pictures of damaged parts, information on repair needs and house information.

[0023] Receiving self-built house maintenance information uploaded by users involves several key elements, which together constitute a comprehensive understanding of the house maintenance status.

[0024] Damage pictures are photos that users need to upload, showing the damaged parts inside or outside the house. These pictures can provide intuitive visual evidence to help quickly identify the problem. By identifying pictures of damaged parts, you can more accurately judge the severity, type and possible repair plans of the problem. For example, wall cracks, leaks, foundation sinking, etc. can all be intuitively displayed through images.

[0025] The repair demand information is the user's specific needs and expectations for repairs, usually provided in text form. The repair demand information may include a description of the damaged parts, the desired repair effect, the urgency of the repair, etc. The repair demand information helps to understand the specific circumstances of the damage and the user's specific expectations, and ensure that the repair plan can meet their needs.

[0026] House information includes basic information about the house, such as the type of house (such as a single-family house, a townhouse, etc.), year of construction, building materials, area, house structure (such as the number of floors and rooms), construction area, and construction geology. House information helps to fully evaluate the background of the renovation and the technical challenges that may be faced. For example, different building materials and structures may require different renovation methods. Understanding the basic information of the house can provide the necessary background knowledge for subsequent evaluation and renovation.

[0027] In this embodiment, users can upload self-built house maintenance information through mobile phones and other terminal devices. This information collection method can effectively improve the efficiency and accuracy of maintenance services and help users better solve self-built house maintenance problems.

[0028] Step 120 , based on the self-built house maintenance information, a target number of house damage examples are screened and sent to the user.

[0029] Based on the self-built house maintenance information provided by the user, the damaged parts and conditions of the house can be analyzed, and house damage examples that are similar or related to the user's situation can be screened out, which may include similar damage types, damage degrees, or repair needs.

[0030] The target number is the number of damage examples to be shown to the user. For example, the user may want to see 3, 5, or other number of house damage examples. After the target number of house damage examples are screened out, these house damage examples are sent to the user. The house damage examples may include relevant pictures and descriptions.

[0031] It is understandable that since the self-built house repair information uploaded by users may be inaccurate or misleading, providing these examples to users can help users better understand the damage of their self-built houses and provide reference for their subsequent repair decisions. For example, users can see the repair cases of other similar houses and identify the house damage examples that are closer to their own house damage, so as to provide more accurate reference information for the subsequent generation of house repair methods.

[0032] Step 130 , receiving a user input for selecting a target house damage example that matches the self-built house repair information from a target number of house damage examples.

[0033] Users select from a target number of examples of house damage, and the examples selected by users generally match the self-built house repair information they provide. The matching process relies on the user's independent selection. By selecting examples that match the self-built house repair information, users can find the reference case that best meets their needs.

[0034] Step 140, in response to the user's input, based on the target house damage example and the self-built house maintenance information, a repair method corresponding to the self-built house maintenance information is generated and sent to the user.

[0035] It is understandable that a database of damage examples and repair methods can be established. The matching repair plan can be queried and sent according to the user input.

[0036] In some embodiments, a machine learning algorithm may be used to recommend repair methods. The model may be trained by collecting damage cases and repair records, and then repair suggestions may be generated based on user information.

[0037] In some embodiments, image recognition can be used to identify the damaged pictures uploaded by users, and natural language processing can be used to parse the user input to identify the damage type, and then find the corresponding repair plan based on the recognition result.

[0038] In this embodiment, users can quickly report housing problems to the system by taking photos and uploading pictures. This method avoids the service blind spots caused by geographical and human resource limitations in the traditional service model. Similar damage cases in the area can be matched based on the uploaded pictures and input information, making the user's input more accurate.

[0039] After the user uploads the information, it can be processed automatically without human intervention. Through machine learning algorithms and other methods, the damage can be quickly analyzed and a repair plan can be generated, significantly reducing the time for communication and feedback.

[0040] Through the above intelligent feedback response mechanism, the repair process of rural houses has become more efficient, accurate and user-friendly, overcoming the problems of information asymmetry, insufficient service coverage and long response time in traditional methods, and promoting the modernization of rural house repair. Villagers can more easily obtain repair plans suitable for their houses, improving the overall service quality and satisfaction.

[0041] According to the method for generating rural residential repair methods provided by the embodiments of the present invention, the process of feedback and repair request is simplified by users uploading pictures and information, and relevant house damage examples can be screened out based on the self-built house maintenance information uploaded by users. Inaccurate user input information can be corrected, and then the repair methods can be automatically screened and generated, thereby shortening the time from submitting a request to obtaining a repair suggestion, and helping to improve the repair quality and efficiency of rural houses.

[0042] In some embodiments, based on the target house damage example and the self-built house maintenance information, a repair method corresponding to the self-built house maintenance information is generated, including step 210, step 220, step 230 and step 240.

[0043] Step 210, extracting maintenance information features from the self-built house maintenance information input by the user; Step 220, using a rule engine, based on the maintenance information features in the self-built house maintenance information input by the user, analyze and obtain the initial damage cause of the damaged part; Step 230, using the maintenance analysis model to analyze the target house damage example and the self-built house maintenance information to obtain the supplementary damage cause of the damaged part; Step 240, based on the initial damage cause and the supplementary damage cause of the damaged part, generate a repair method corresponding to the self-built house repair information.

[0044] Users enter repair information by uploading pictures and filling out forms. This includes photos of damaged parts, house structure information, damage degree, repair requirements, etc. Computer vision technology such as convolutional neural networks can be used to analyze the pictures uploaded by users and automatically identify damaged parts (such as walls or floors). Features such as damaged area, shape, color changes, etc. can then be extracted from the image to generate descriptive data.

[0045] In some embodiments, the text information input by the user may also be processed to extract keywords and important attributes, such as "broken water pipe", "cracked wall", etc.

[0046] Image features and text features can be combined to form a comprehensive maintenance information feature set for subsequent analysis.

[0047] In this embodiment, the maintenance information features include basic house information features, damage condition features, environmental factor features, and repair history features. The maintenance information features are acquired by extracting features from the above information.

[0048] When building a rule engine, a rule set for the cause of damage can be defined, such as "if there are cracks and the humidity is high, it may be caused by water damage." Based on the features extracted in step 210, they are matched with the rules in the rule engine to determine the initial cause of damage, such as "the cracks are initially determined to be caused by water damage."

[0049] Furthermore, examples of target house damage (historical repair cases) and repair information provided by users can be integrated to form analysis input.

[0050] Machine learning algorithms such as decision trees, random forests, or deep learning models can be used to analyze damage examples and identify potential complementary damage causes.

[0051] The model can be trained to learn the causal relationships associated with different types of damage, such as "If wall cracking is found, and there are cases of foundation settlement in the historical data, it may be caused by foundation problems." Based on the model output, additional damage causes are recorded, such as "wall cracking may be caused by foundation settlement."

[0052] The analysis results of step 220 and step 230 are integrated to form a complete list of damage causes, including initial and supplementary damage causes.

[0053] Generate specific repair plans based on the cause of the damage. For example, if it is "cracks caused by water damage", waterproofing and crack repair are recommended. If it is "foundation settlement", foundation reinforcement may be required.

[0054] The generated repair plan is sent to the user, providing construction suggestions, material lists, construction drawings and possible construction schedules.

[0055] By implementing the above steps, we can efficiently extract maintenance information features from user input, use the rule engine and maintenance analysis model for in-depth analysis, and generate practical repair plans. This method not only improves the accuracy and efficiency of repair services, but also provides intelligent support for the maintenance of rural houses.

[0056] In some embodiments, based on the initial damage cause and the supplementary damage cause of the damaged part, a repair method corresponding to the self-built house repair information is generated, including: Establish a knowledge base of repair methods, and associate different damaged parts and causes with corresponding repair methods; Formulate repair methods for each damaged part and damage cause in the knowledge base, including construction drawings of key nodes; According to the collected initial damage causes and supplementary damage causes of the damaged parts, the corresponding repair methods of the damaged parts, the initial damage causes and the supplementary damage causes in the knowledge base are combined to generate a repair method corresponding to the self-built house maintenance information.

[0057] To realize the process of generating self-built house repair methods based on the initial damage cause and supplementary damage cause of the damaged part, it is necessary to first establish a knowledge base of repair methods. A knowledge base needs to be built to store information related to damaged parts, damage causes, and corresponding repair methods. The knowledge base should contain damaged parts, damage causes, and repair methods.

[0058] Damaged Areas: Record the areas where problems may occur (e.g., roof, walls, foundation, etc.), and provide a detailed description of each area.

[0059] Causes of damage: Different causes of damage are classified, such as natural factors (such as water damage, earthquake), human factors (such as improper construction, poor quality materials), etc., and explanations are provided for each cause.

[0060] Each damaged area and cause of damage should correspond to one or more repair plans, which should include specific repair steps, construction drawings and required materials.

[0061] Extract the damaged parts, initial damage causes, and supplementary damage causes from the information provided by the user. Based on the extracted damaged parts and causes, query the knowledge base to determine the corresponding repair method for the damaged parts, including the required materials, tools, and construction drawings. Combine the initial damage causes and supplementary damage causes to find the most suitable repair plan.

[0062] It is understandable that the repair methods and drawings in the knowledge base need to be continuously updated and improved based on user feedback and construction experience to ensure the timeliness and accuracy of the information, and through the analysis of maintenance records and feedback, common damage modes and problems can be identified, repair plans can be optimized, and repair efficiency can be improved.

[0063] Through the above steps, it is possible to effectively generate a repair plan for self-built houses based on the damaged parts and their causes, ensuring the professionalism and practicality of the plan.

[0064] In some embodiments, when the number of self-built house maintenance information is greater than two, after generating the repair method corresponding to the self-built house maintenance information, the rural house repair method generation method of the embodiment of the present invention also includes: generating a construction sequence of the repair method corresponding to each self-built house maintenance information, and sending the repair method and construction sequence corresponding to each self-built house maintenance information to the user.

[0065] That is, after the user repeatedly uploads the self-built house maintenance information, each damaged part needs to be uploaded one by one, and finally a complete repair method, construction sequence, specific construction method and node drawings need to be generated.

[0066] In some embodiments, based on self-built house maintenance information, a target number of house damage examples are screened and sent to users, including: identifying labels set in house damage examples from self-built house maintenance information; matching the identified labels with each house damage example stored in a structural database, and screening out a target number of house damage examples and sending them to users; the structural database stores pictures of house damage examples that are manually marked with labels.

[0067] Relevant "tags" can be extracted from the self-built house repair information provided by users. These tags can be keywords or features that describe the type and nature of the damage.

[0068] For example, if the user mentions "roof seepage", tags related to "roof" and "seepage" will be identified.

[0069] A structured database is a database that stores various examples of house damage. Each example may contain information such as different types of damage, repair methods, pictures, etc. The user-identified labels can be compared with the house damage examples stored in the database to find the example that best matches the user's situation.

[0070] The matching process can use various algorithms, such as keyword matching, similarity calculation, etc., to determine which damage examples best match the user's description.

[0071] After finding examples of house damage that match the user's label in the database, they can be filtered according to certain criteria (such as the degree of match, the number of examples, etc.), and finally a "target number" of examples can be selected. After these examples are filtered, they are sent to the user, perhaps through an application, email, or other communication methods.

[0072] The content sent typically includes pictures of examples of damage, descriptions, etc. to help users better understand and resolve their home issues.

[0073] The examples of house damage in the structural database are manually calibrated. The examples in the database have been reviewed and labeled by professionals to ensure that each example has accurate labels and relevant information. Calibration can improve the accuracy of matching and ensure that the examples and suggestions received by users are reliable and effective.

[0074] In this embodiment, the goal of the entire process is to intelligently filter out relevant damage examples through the house repair information provided by the user and send them to the user, so that the user can refer to these examples and perform house repairs more effectively.

[0075] In some embodiments, when the house information includes site selection information, and the site selection information is a site that is not conducive to building a house, after receiving the self-built house maintenance information uploaded by the user, the rural house repair method generating method also includes: sending a prompt information of a dangerous area to the user.

[0076] It is understandable that based on the site selection and land use information of the self-built house and the surrounding site conditions, we can understand whether the site selection of the self-built house is reasonable. If the site is in an unfavorable location, we can give suggestions for relevant departments to strengthen monitoring and recommend relocation of dangerous areas.

[0077] The rural house repair method generation device provided by the present invention is described below. The rural house repair method generation device described below and the rural house repair method generation method described above can be referenced to each other.

[0078] like Figure 3 As shown, the rural residential renovation method generation device according to the embodiment of the present invention mainly includes a first receiving module 310 , a processing module 320 , a second processing module 330 and a response module 340 .

[0079] The first receiving module 310 is used to receive the self-built house maintenance information uploaded by the user, where the self-built house maintenance information includes pictures of damaged parts, information on repair requirements, and house information; The processing module 320 is used to filter a target number of house damage examples based on the self-built house maintenance information and send them to the user; The second receiving module 330 is used to receive an input from a user selecting a target house damage example that matches the self-built house repair information from a target number of house damage examples; The response module 340 is used to respond to the user's input, based on the target house damage example and the self-built house maintenance information, generate a repair method corresponding to the self-built house maintenance information and send it to the user.

[0080] The device for generating rural residential repair methods provided by the embodiment of the present invention simplifies the process of feedback and repair request by allowing users to upload pictures and information, can screen out relevant house damage examples based on the self-built house maintenance information uploaded by users, can correct inaccurate user input information, and then automatically screen and generate repair methods, shortening the time from submitting a request to obtaining repair suggestions, and helping to improve the quality and efficiency of rural residential repairs.

[0081] Figure 4 An example of a physical structure diagram of an electronic device is shown in FIG. Figure 4 As shown, the electronic device may include: a processor 410, a communication interface 420, a memory 430 and a communication bus 440, wherein the processor 410, the communication interface 420 and the memory 430 communicate with each other through the communication bus 440. The processor 410 may call the logic instructions in the memory 430 to execute a method for generating a rural residential repair method, the method comprising: receiving self-built house repair information uploaded by a user, the self-built house repair information including damaged part pictures, repair demand information and house information; based on the self-built house repair information, screening a target number of house damage examples and sending them to the user; receiving an input from a user selecting a target house damage example that matches the self-built house repair information from the target number of house damage examples; in response to the user's input, generating a repair method corresponding to the self-built house repair information based on the target house damage example and the self-built house repair information and sending it to the user.

[0082] In addition, the logic instructions in the above-mentioned memory 430 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on this understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk, etc. Various media that can store program codes.

[0083] On the other hand, the present invention also provides a computer program product, which includes a computer program, and the computer program can be stored on a non-transitory computer-readable storage medium. When the computer program is executed by a processor, the computer can execute the rural house repair method generation method provided by the above-mentioned methods, and the method includes: receiving self-built house repair information uploaded by a user, the self-built house repair information including pictures of damaged parts, information on repair requirements and house information; based on the self-built house repair information, screening a target number of house damage examples and sending them to the user; receiving the user's input of selecting a target house damage example that matches the self-built house repair information from the target number of house damage examples; in response to the user's input, based on the target house damage example and the self-built house repair information, generating a repair method corresponding to the self-built house repair information and sending it to the user.

[0084] On the other hand, the present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements a method for generating a rural residential repair method provided by the above-mentioned methods, the method comprising: receiving self-built house repair information uploaded by a user, the self-built house repair information including pictures of damaged parts, information on repair requirements, and house information; based on the self-built house repair information, screening a target number of house damage examples and sending them to the user; receiving input from a user selecting a target house damage example that matches the self-built house repair information from the target number of house damage examples; in response to the user's input, based on the target house damage example and the self-built house repair information, generating a repair method corresponding to the self-built house repair information and sending it to the user.

[0085] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0086] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0087] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for generating a rural residential renovation method, characterized in that: include: Receive self-built house maintenance information uploaded by users, including pictures of damaged parts, information on repair needs, and house information; Based on the self-built house maintenance information, a target number of house damage examples are screened and sent to the user; receiving an input by the user of selecting a target house damage example that matches the self-built house maintenance information from the target number of house damage examples; In response to the user's input, based on the target house damage example and the self-built house maintenance information, a repair method corresponding to the self-built house maintenance information is generated and sent to the user.

2. The method for generating rural residential renovation methods according to claim 1 is characterized in that: When the number of the self-built house maintenance information is greater than two, after generating the repair method corresponding to the self-built house maintenance information, the method further includes: Generate a construction sequence of the repair method corresponding to each building maintenance information, and send the repair method and construction sequence corresponding to each building maintenance information to the user.

3. The method for generating rural residential renovation methods according to claim 1 is characterized in that: The generating, based on the target house damage example and the self-built house maintenance information, a repair method corresponding to the self-built house maintenance information includes: Extracting maintenance information features from the self-built house maintenance information input by the user; By using the rule engine, based on the maintenance information features in the self-built house maintenance information input by the user, the initial damage cause of the damaged part is analyzed; Using the maintenance analysis model to analyze the target house damage example and the self-built house maintenance information, and obtain the supplementary damage cause of the damaged part; Based on the initial damage cause and the supplementary damage cause of the damaged part, a repair method corresponding to the self-built house maintenance information is generated.

4. The method for generating rural residential renovation methods according to claim 1, characterized in that: The maintenance information characteristics include basic house information characteristics, damage characteristics, environmental factor characteristics and repair history characteristics.

5. The method for generating rural residential renovation methods according to claim 1, characterized in that: The step of screening a target number of house damage examples based on the self-built house maintenance information and sending them to the user includes: Identify the label set in the house damage example from the self-built house maintenance information; The identified labels are matched with each house damage example stored in a structured database, and a target number of house damage examples are screened and sent to the user; the structured database stores pictures of house damage examples that are manually marked with labels.

6. The method for generating rural residential renovation methods according to claim 3 is characterized in that: The generating of the repair method corresponding to the self-built house repair information based on the initial damage cause and the supplementary damage cause of the damaged part includes: Establish a knowledge base of repair methods, and associate different damaged parts and causes with corresponding repair methods; Formulate repair methods for each damaged part and damage cause in the knowledge base, including construction drawings of key nodes; According to the collected initial damage causes and supplementary damage causes of the damaged parts, the corresponding repair methods of the damaged parts, the initial damage causes and the supplementary damage causes in the knowledge base are combined to generate a repair method corresponding to the self-built house maintenance information.

7. The method for generating rural residential renovation methods according to claim 1, characterized in that: In the case that the house information includes site selection information, and the site selection information is a site selection that is unfavorable for building a house, after receiving the self-built house maintenance information uploaded by the user, the method further includes: sending a prompt information of a dangerous area to the user.

8. A device for generating a rural residential renovation method, characterized in that: include: The first receiving module is used to receive the self-built house maintenance information uploaded by the user, the self-built house maintenance information includes pictures of damaged parts, information on repair needs and house information; A processing module, configured to filter a target number of house damage examples based on the self-built house maintenance information and send them to the user; A second receiving module is used to receive an input of the user selecting a target house damage example that matches the self-built house maintenance information from the target number of house damage examples; A response module is used to respond to the user's input, based on the target house damage example and the self-built house maintenance information, generate a repair method corresponding to the self-built house maintenance information and send it to the user.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and capable of running on the processor, characterized in that: When the processor executes the program, the method for generating rural residential renovation methods as described in any one of claims 1 to 7 is implemented.

10. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the method for generating rural residential renovation methods as described in any one of claims 1 to 7 is implemented.

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