Portable tourism datamation service system and method

Abstract

The invention discloses a portable travel datamation service system and method, and the system comprises a data capturing module, an information conditioning module, a management platform module, a mobile publishing and docking module, an auxiliary planning module, a behavior analysis module and a feedback extraction module, and the data capturing module is in control connection with a data uploading module; according to the invention, the data capturing module captures the related data of tourism, and the information conditioning module cleans and conditions the information, so that the comprehensiveness and accuracy of system information release are ensured; a reasonable travel scheme can be formulated according to specific requirements by utilizing the arranged auxiliary planning module, so that the personalized requirements of the user are met, and the use experience of the user is improved; the information data generated by the independent mobile terminal is extracted by the feedback extraction module and transmitted to the behavior analysis module, so that the travel habit of the user of the corresponding terminal can be analyzed, the targeted travel strategy recommendation is provided, the travel habit of the individual is better fitted, and the intelligence of the system is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of tourism auxiliary systems, and in particular to a portable tourism digitization service system and method. Background Art

[0002] Tourism is not just a simple outing, it plays an important role in promoting personal growth. Through tourism, people can temporarily get away from the pressure of daily life, enjoy the natural beauty or city scenery, and have a positive impact on physical and mental health. During the travel, people can be exposed to different cultures, historical sites and natural landscapes, which helps to increase personal knowledge, broaden their horizons and enhance their understanding of the world. At the same time, tourism can create employment opportunities, drive the development of related industries, and bring vitality to the local economy. However, the current digital service system for tourism is limited by the source of information acquisition, and it is easy to have incomplete information, which affects the comprehensiveness and accuracy of the system information release. At the same time, the system can only allow users to query relevant information, and it is impossible to formulate a reasonable travel plan based on specific needs, which is difficult to meet the personalized needs of users and affects the user experience. Moreover, the system has low intelligence and cannot provide targeted travel strategy recommendations based on personal data. Therefore, it is necessary to design a portable tourism data service system and method. Summary of the invention

[0003] The purpose of the present invention is to provide a portable tourism data service system and method to solve the problems raised in the above background technology.

[0004] To achieve the above-mentioned purpose, the present invention provides the following technical solutions: a portable tourism data service system, including a data capture module, a data upload module, an information preparation module, a management platform module, a mobile publishing and docking module, an auxiliary planning module, a behavior analysis module, a feedback extraction module and an operation and maintenance management module, the data capture module controls the connection to the data upload module, the data upload module controls the connection to the information preparation module, the information preparation module controls the connection to the management platform module, the management platform module controls the connection to the mobile publishing and docking module and the behavior analysis module respectively, the behavior analysis module controls the connection to the feedback extraction module, the feedback extraction module controls the connection to the management platform module, and the management platform module controls the connection to the auxiliary planning module and the operation and maintenance management module respectively.

[0005] As a further technical solution of the present invention, the information preparation module is composed of a cloud docking module, a media docking module, a network docking module, a scenic spot docking module, a data docking module, an information receiving module, a data cleaning module, a data integration module, an information output module and a deviation feedback module. The cloud docking module, the media docking module, the network docking module and the scenic spot docking module all control the connection to the data docking module.

[0006] As a further technical solution of the present invention, the data docking module controls the connection information receiving module, the information receiving module controls the connection data cleaning module, the data cleaning module controls the connection data integration module, the data integration module controls the connection information output module, the information output module controls the connection deviation feedback module, and the deviation feedback module controls the connection data docking module.

[0007] As a further technical solution of the present invention, the management platform module is composed of a platform receiving module, an information classification module, a regional analysis module, a traffic analysis module, a weather analysis module, a traffic analysis module, a food and accommodation analysis module, a geographic filling module, a docking and publishing module and a management docking module, and the platform receiving module controls the connection information classification module.

[0008] As a further technical solution of the present invention, the information classification module controls the connection of the regional analysis module, the flow analysis module, the weather analysis module, the traffic analysis module and the accommodation analysis module respectively; the regional analysis module, the flow analysis module, the weather analysis module, the traffic analysis module and the accommodation analysis module all control the connection of the geographic filling module; the geographic filling module controls the connection of the docking and publishing module, and the docking and publishing module controls the connection of the management docking module.

[0009] As a further technical solution of the present invention, the mobile publishing docking module is composed of a software receiving module, a system temporary storage module, an update processing module, a feedback transmission module, a data extraction module, a feature analysis module, a data behavior module and an effective feedback module. The software receiving module controls the connection to the system temporary storage module, and the system temporary storage module controls the connection to the update processing module and the feedback transmission module respectively.

[0010] As a further technical solution of the present invention, the feedback transmission module controls the connection to the data extraction module, the data extraction module controls the connection to the feature analysis module, the feature analysis module controls the connection to the data behavior module, the data behavior module controls the connection to the effective feedback module, and the effective feedback module controls the connection to the feedback transmission module.

[0011] As a further technical solution of the present invention, the auxiliary planning module is composed of a demand receiving module, a point extraction module, a demand extraction module, a route planning module, an itinerary arrangement module, a planning output module, a tour information module and a release receiving module. The demand receiving module controls the connection of the point extraction module and the demand extraction module respectively, and the point extraction module and the demand extraction module both control the connection of the route planning module. The route planning module controls the connection of the itinerary arrangement module and the tour information module respectively, and the itinerary arrangement module and the tour information module respectively control the connection of the planning output module and the release receiving module.

[0012] As a further technical solution of the present invention, the behavior analysis module is composed of a personal information module, a travel record module, a consumption record module, a path analysis module, a habit analysis module and a habit output module. The personal information module controls the connection to the travel record module, the consumption record module and the path analysis module respectively, and the travel record module, the consumption record module and the path analysis module all control the connection to the habit analysis module, and the habit analysis module controls the connection to the habit output module.

[0013] A portable tourism data service method includes the following steps: step 1, information reception; step 2, mobile program loading; step 3, tourism service decision-making; step 4, personalized customization; In the above step 1, the data capture module is connected to the network perception layer to capture relevant data about tourism, including tourist destination information, traffic data, weather data, etc., and then the data is uploaded through the data upload module. After being transmitted to the information preparation module, the cloud data, information data released by the media, real-time data released on the Internet, and scenic area information data released by the scenic area management terminal are received through the cloud docking module, the media docking module, the network docking module and the scenic area docking module respectively; then it is forwarded to the information receiving module through the data docking module, and the data is cleaned by the data cleaning module to exclude invalid data, and then it is integrated and excluded through the data integration module, and then transmitted to the information output module. If there is deviation in the data or information mismatch, it is fed back through the deviation feedback module, and the data docking module is re-matched to analyze the source of the information according to the authenticity weight, and then it is fed back to the information output module for information correction, and finally the integrated data is sent to the management platform module through the information output module; In the above step 2, the mobile terminal software released by the operation and maintenance management module is forwarded to the mobile publishing and docking module through the management docking module and the docking and publishing module in the management platform module, and then received by the software receiving module and stored in the system temporary storage module. The software upgrade process during the system operation is completed by the update processing module. The user can log in to the website in the mobile terminal to dock with the mobile publishing and docking module to download the software from the system temporary storage module; Among them, in the above step three, after the management platform module receives the integrated information, it is transmitted to the information classification module through the platform receiving module. After classification, the corresponding information contained in the information is analyzed by the regional analysis module, the flow analysis module, the weather analysis module, the traffic analysis module and the accommodation analysis module respectively, and then filled into the tourist guide map through the geographic filling module, and then published to the mobile terminal software through the docking and publishing module; the user logs in to the software in the mobile terminal and can dock with the system with the feedback transmission module. After docking, the corresponding tourist guide map can be viewed. The user-side data generated during the transmission process is extracted by the data extraction module and analyzed by the feature analysis module. The data behavior module analyzes the data behavior in combination with the feature analysis results to determine whether there is abnormal data that causes system damage. Then, the transmission data is checked and processed through the feedback analysis results of the effective feedback module; after the system receives the user's travel needs, it plans through the auxiliary planning module. In the process, the needs are first received by the demand receiving module, and then the point extraction module and the demand extraction module are used to extract the tour locations and the process The additional requirements of the release receiving module are received by the tourist guide map. The tourist information is prepared through the tour information module. Then the tourist route is planned by the route planning module in combination with the prepared tourist information, and the tourist itinerary is formulated through the itinerary arrangement module. In the process of planning, the management platform module cooperates with the shared transportation platform to provide tourists with convenient transportation solutions. It can integrate shared bicycles, shared cars and other services to facilitate tourists' travel at the destination. At the same time, the management platform module launches a tourism resource sharing platform, on which tourists can share their idle tourism equipment to improve resource utilization. The resource sharing platform is logged in and checked through a mobile terminal, and finally feedback is given through the planning output module. It is fed back to the mobile terminal through the management platform module and the mobile publishing docking module. A reasonable travel plan can be formulated in combination with specific needs. During use, the independent mobile terminal can be docked with the management platform module. The management platform module uses natural language processing technology to quickly and accurately answer tourists' questions and provide real-time tourism consulting services. At the same time, the management platform module arranges corresponding peripherals at the corresponding tourist locations to provide tourists with AR / VR guide services, so that tourists can use mobile devices to obtain richer information and immersive experience when visiting scenic spots. Among them, in the above step 4, the information data generated by the independent mobile terminal is extracted and transmitted to the behavior analysis module through the feedback extraction module, and then encoded into independent storage according to the independent information through the personal information module, and then the travel record, consumption record and actual travel path record of the corresponding terminal are recorded respectively through the travel record module, the consumption record module and the path analysis module, and then the user travel habits of the corresponding terminal are analyzed through the habit analysis module, and finally the habit output module is used to output to the management platform module, and synchronously transmitted to the auxiliary planning module, as the basis for the subsequent travel planning of the auxiliary planning module, it can provide targeted travel strategy recommendations based on personal data, which is more in line with personal travel habits, improves the intelligence of the system, and facilitates the automatic generation of personalized itineraries based on tourists' historical preferences and popular attractions and activity trends at the current destination. At the same time, the auxiliary planning module can provide feedback to the management platform module to assist travel merchants in analyzing tourists' consumption patterns, provide market insights for travel merchants, help them optimize products and services, and improve economic benefits. At the same time, the habit analysis module receives user feedback and data, and the accuracy and personalization of recommendations will continue to improve.

[0014] Compared with the prior art, the beneficial effects of the present invention are as follows: the portable tourism data service system and method captures tourism-related data through a data capture module connected to a network perception layer, then uploads the data through a data upload module, and after being transmitted to the information preparation module, receives cloud data, information data released by the media, real-time data released on the network, and scenic area information data released by a scenic area management terminal through a cloud docking module, a media docking module, a network docking module, and a scenic area docking module; then forwards the data to the information receiving module through the data docking module, and cleans the data with a data cleaning module to exclude invalid data, then integrates and excludes duplicate data through a data integration module, and then transmits the data to the information output module. In the case of deviations or information mismatches in the data, the deviation feedback module is used to feedback, and the data docking module is re-matched to analyze the source of the information according to the authenticity weight, and then the information is fed back to the information output module for information correction, and finally the integrated data is sent to the management platform module through the information output module, thereby ensuring the comprehensiveness and accuracy of the system information release; after receiving the user's travel needs, the system plans through the auxiliary planning module. In the process, the needs are first received through the demand receiving module, and then the point location is The extraction module and the demand extraction module are used to extract the places to visit and the additional needs in the process. At the same time, the publishing and receiving module receives the tourist guide map and prepares the tourist information through the tour information module, and then plans the tourist route through the route planning module combined with the prepared tourist information, and formulates the tourist itinerary through the itinerary arrangement module. Finally, feedback is given through the planning output module, and feedback is fed back to the mobile terminal through the management platform module and the mobile publishing and docking module. A reasonable travel plan can be formulated in combination with specific needs, which meets the personalized needs of users and improves the user experience. The information data generated by the independent mobile terminal is extracted and transmitted to the behavior analysis module through the feedback extraction module, and then encoded into independent storage according to the independent information through the personal information module. Subsequently, the travel records, consumption records and actual travel path records of the corresponding terminal are recorded respectively through the travel record module, the consumption record module and the path analysis module. Then, the user travel habits of the corresponding terminal are analyzed through the habit analysis module, and finally, the habit output module is output to the management platform module, and synchronously transmitted to the auxiliary planning module. As the basis for tourism planning of the auxiliary planning module, targeted travel strategy recommendations can be provided for personal data, which is more in line with personal travel habits and improves the intelligence of the system. BRIEF DESCRIPTION OF THE DRAWINGS

[0015] Figure 1 is a system flow chart of the present invention; Figure 2 This is a schematic diagram of the architecture of the information preparation module in the present invention; Figure 3 This is a schematic diagram of the architecture of the management platform module in the present invention; Figure 4 This is a schematic diagram of the architecture of the mobile publishing and docking module in the present invention; Figure 5 This is a schematic diagram of the architecture of the auxiliary planning module in the present invention; Figure 6 Schematic diagram of the architecture of the behavior analysis module in the present invention; Figure 7 is a flow chart of the method of the present invention; In the figure: 1. Data capture module; 2. Data upload module; 3. Information preparation module; 4. Management platform module; 5. Mobile publishing docking module; 6. Auxiliary planning module; 7. Behavior analysis module; 8. Feedback extraction module; 9. Operation and maintenance management module; 30. Cloud docking module; 31. Media docking module; 32. Network docking module; 33. Scenic area docking module; 34. Data docking module; 35. Information receiving module; 36. Data cleaning module; 37. Data integration module; 38. Information output module; 39. Deviation feedback module; 40. Platform receiving module; 41. Information classification module; 42. Regional analysis module; 43. Traffic analysis module; 44. Weather analysis module; 45. Traffic analysis module; 46. Accommodation and boarding module Analysis module; 47. Geographic filling module; 48. Docking and publishing module; 49. Management docking module; 51. Software receiving module; 52. System temporary storage module; 53. Update processing module; 54. Feedback transmission module; 55. Data extraction module; 56. Feature analysis module; 57. Data behavior module; 58. Effective feedback module; 61. Demand receiving module; 62. Point extraction module; 63. Demand extraction module; 64. Route planning module; 65. Itinerary arrangement module; 66. Planning output module; 67. Tour information module; 68. Publishing and receiving module; 71. Personal information module; 72. Travel record module; 73. Consumption record module; 74. Path analysis module; 75. Habit analysis module; 76. Habit output module. DETAILED DESCRIPTION

[0016] 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.

[0017] Please refer to the attached Figure 1 -Attached Figure 6An embodiment of the present invention provides a portable tourism data service system, including a data capture module 1, a data upload module 2, an information preparation module 3, a management platform module 4, a mobile publishing and docking module 5, an auxiliary planning module 6, a behavior analysis module 7, a feedback extraction module 8 and an operation and maintenance management module 9. The data capture module 1 controls the connection to the data upload module 2, the data upload module 2 controls the connection to the information preparation module 3, the information preparation module 3 controls the connection to the management platform module 4, the management platform module 4 controls the connection to the mobile publishing and docking module 5 and the behavior analysis module 7, the behavior analysis module 7 controls the connection to the feedback extraction module 8, the feedback extraction module 8 controls the connection to the management platform module 4, and the management platform module 4 controls the connection to the mobile publishing and docking module 5 and the behavior analysis module 7 respectively. The information preparation module 3 is composed of a cloud docking module 30, a media docking module 31, a network docking module 32, a scenic area docking module 33, a data docking module 34, an information receiving module 35, a data cleaning module 36, a data integration module 37, an information output module 38 and a deviation feedback module 39. The cloud docking module 30, the media docking module 31, the network docking module 32 and the scenic area docking module 33 all control the connection to the data docking module 34; the data docking module 34 controls the connection to the information receiving module 35, the information receiving module 35 controls the connection to the data cleaning module 36, the data cleaning module 36 controls the connection to the data integration module 37, and the data integration module 37 controls the connection information output module 38, the information output module 38 controls the connection deviation feedback module 39, and the deviation feedback module 39 controls the connection data docking module 34; the management platform module 4 is composed of a platform receiving module 40, an information classification module 41, a regional analysis module 42, a flow analysis module 43, a weather analysis module 44, a traffic analysis module 45, a board and lodging analysis module 46, a geographic filling module 47, a docking release module 48 and a management docking module 49, the platform receiving module 40 controls the connection information classification module 41; the information classification module 41 controls the connection regional analysis module 42, the flow analysis module 43, the weather analysis module 44, the traffic analysis module 45 and the board and lodging analysis module 46, the geographic filling module 47, the docking release module 48 and the management docking module 49. The domain analysis module 42, the flow analysis module 43, the weather analysis module 44, the traffic analysis module 45 and the accommodation analysis module 46 all control the connection to the geographic filling module 47, the geographic filling module 47 controls the connection to the docking release module 48, and the docking release module 48 controls the connection to the management docking module 49; the mobile publishing docking module 5 is composed of a software receiving module 51, a system temporary storage module 52, an update processing module 53, a feedback transmission module 54, a data extraction module 55, a feature analysis module 56, a data behavior module 57 and an effective feedback module 58, the software receiving module 51 controls the connection to the system temporary storage module 52, and the system temporary storage module 52 controls the connection to the update processing module 53 and the feedback transmission module 54 respectively;The feedback transmission module 54 controls the connection data extraction module 55, the data extraction module 55 controls the connection feature analysis module 56, the feature analysis module 56 controls the connection data behavior module 57, the data behavior module 57 controls the connection effective feedback module 58, and the effective feedback module 58 controls the connection feedback transmission module 54; the auxiliary planning module 6 is composed of a demand receiving module 61, a point extraction module 62, a demand extraction module 63, a route planning module 64, an itinerary arrangement module 65, a planning output module 66, a tour information module 67 and a publishing receiving module 68. The demand receiving module 61 controls the connection point extraction module 62 and the demand extraction module 63 respectively, and the point extraction module 62 and the demand extraction module 63 both control the connection route planning Module 64, route planning module 64 controls the connection of itinerary arrangement module 65 and tour information module 67 respectively, itinerary arrangement module 65 and tour information module 67 respectively control the connection of planning output module 66 and publishing receiving module 68; behavior analysis module 7 is composed of personal information module 71, travel record module 72, consumption record module 73, path analysis module 74, habit analysis module 75 and habit output module 76, personal information module 71 controls the connection of travel record module 72, consumption record module 73 and path analysis module 74 respectively, and travel record module 72, consumption record module 73 and path analysis module 74 all control the connection of habit analysis module 75, habit analysis module 75 controls the connection of habit output module 76.;

[0018] Please see attached Figure 7 , an embodiment provided by the present invention: a portable tourism data service method, comprising the following steps: step one, information reception; step two, mobile program loading; step three, tourism service decision-making; step four, personalized customization; In the above step 1, the data capture module 1 is connected to the network perception layer to capture relevant data about tourism, including tourist destination information, traffic data, weather data, etc., and then the data is uploaded through the data upload module 2. After being transmitted to the information preparation module 3, the cloud data, information data released by the media, real-time data released on the network, and scenic area information data released by the scenic area management terminal are received respectively through the cloud docking module 30, the media docking module 31, the network docking module 32 and the scenic area docking module 33; then it is forwarded to the information receiving module 35 through the data docking module 34, and the data is cleaned by the data cleaning module 36 to exclude invalid data, and then it is integrated and excluded through the data integration module 37, and then transmitted to the information output module 38. If there is deviation or information mismatch in the data, it is fed back through the deviation feedback module 39, and the data docking module 34 is re-matched to analyze the source of the information according to the authenticity weight, and then it is fed back to the information output module 38 for information correction, and finally the integrated data is sent to the management platform module 4 through the information output module 38; In the above step 2, the mobile terminal software released by the operation and maintenance management module 9 is forwarded to the mobile publishing and docking module 5 through the management docking module 49 and the docking and publishing module 48 in the management platform module 4, and then received by the software receiving module 51 and stored in the system temporary storage module 52. The software upgrade process during the system operation is completed by the update processing module 53. The user can log in to the website in the mobile terminal to dock with the mobile publishing and docking module 5 to download the software from the system temporary storage module 52; Among them, in the above step three, after the management platform module 4 receives the integrated information, it is transmitted to the information classification module 41 through the platform receiving module 40. After classification, the corresponding information contained in the information is analyzed by the regional analysis module 42, the flow analysis module 43, the weather analysis module 44, the traffic analysis module 45 and the accommodation analysis module 46 respectively, and the information is filled into the tourist guide map through the geographical filling module 47, and then published to the mobile terminal software through the docking and publishing module 48; the user logs in to the software in the mobile terminal and can dock with the system with the feedback transmission module 54. After docking, the corresponding tourist guide map can be viewed. The user-side data generated during the transmission process is extracted by the data extraction module 55, and is analyzed by the feature analysis module 56. The data behavior module 57 analyzes the data behavior in combination with the feature analysis results to determine whether there is abnormal data that causes damage to the system. Then, the transmission data is checked and processed by the effective feedback module 58. After receiving the user's travel needs, the system plans through the auxiliary planning module 6. In the process, the needs are first received by the demand receiving module 61, and then the point extraction module 62 and the demand extraction module 63 are used to extract the tour location. The points and additional needs in the process, at the same time, the publishing receiving module 68 receives the tourist guide map, prepares the tourist information through the tour information module 67, and then plans the tourist route through the route planning module 64 in combination with the prepared tourist information, and formulates the tourist itinerary through the itinerary arrangement module 65. In the process of planning, the management platform module 4 cooperates with the shared transportation platform to provide tourists with convenient transportation solutions, which can integrate shared bicycles, shared cars and other services to facilitate tourists' travel at the destination. At the same time, the management platform module 4 launches a tourism resource sharing platform, on which tourists can share their idle tourism equipment such as cameras, tents, etc., to improve resource utilization. The resource sharing platform is logged in and checked through a mobile terminal, and finally feedback is given through the planning output module 66, which is fed back to the mobile terminal through the management platform module 4 and the mobile publishing docking module 5. A reasonable travel plan can be formulated in combination with specific needs. During use, the independent mobile terminal can be docked with the management platform module 4. The management platform module 4 uses natural language processing technology to quickly and accurately answer tourists' questions and provide real-time tourism consulting services; at the same time, the management platform module 4 arranges corresponding peripherals at the corresponding tourist locations to provide AR / VR for tourists. Guided tour service, allowing tourists to use their mobile devices to obtain richer information and immersive experience when visiting scenic spots; Among them, in the above step 4, the information data generated by the independent mobile terminal is extracted and transmitted to the behavior analysis module 7 through the feedback extraction module 8, and then encoded into independent storage according to the independent information through the personal information module 71, and then the travel record, consumption record and actual travel path record of the corresponding terminal are recorded respectively through the travel record module 72, the consumption record module 73 and the path analysis module 74, and then the user travel habits of the corresponding terminal are analyzed through the habit analysis module 75, and finally output to the management platform module 4 with the habit output module 76, and synchronously transmitted to the auxiliary planning module 6, as the basis for the subsequent travel planning of the auxiliary planning module 6, targeted travel strategy recommendations can be provided for personal data, which is more in line with personal travel habits, improves the intelligence of the system, and is convenient for automatically generating personalized itineraries based on tourists' historical preferences and popular attractions and activity trends at the current destination. At the same time, the auxiliary planning module 6 can provide feedback to the management platform module 4 to assist travel merchants in analyzing tourists' consumption patterns, provide market insights for travel merchants, help them optimize products and services, and improve economic benefits. At the same time, the habit analysis module 75 receives user feedback and data, and the accuracy and personalization of recommendations will continue to improve.

[0019] Based on the above, when the present invention is used, the data capture module 1 is connected to the network perception layer to capture the relevant data about tourism, and then the data is uploaded through the data upload module 2. After being transmitted to the information preparation module 3, the cloud data, the information data released by the media, the real-time data released on the network, and the scenic area information data released by the scenic area management terminal are received respectively through the cloud docking module 30, the media docking module 31, the network docking module 32 and the scenic area docking module 33; then it is forwarded to the information receiving module 35 through the data docking module 34, and the data is cleaned by the data cleaning module 36 to exclude invalid data, and then the data is transmitted through the data integration module 37. The data is integrated to exclude duplicate data and then transmitted to the information output module 38. Deviations or mismatches in the data are fed back through the deviation feedback module 39. The data docking module 34 is re-matched to analyze the source of the information according to the authenticity weight, and then fed back to the information output module 38 for information correction. Finally, the integrated data is sent to the management platform module 4 through the information output module 38, which ensures the comprehensiveness and accuracy of the system information release. After receiving the user's travel needs, the system plans through the auxiliary planning module 6. In the process, the needs are first received through the demand receiving module 61, and then the point extraction module 62 and the demand extraction module The module 63 is used to extract the places of sightseeing and the additional requirements in the process. At the same time, the publishing receiving module 68 receives the tourist guide map and prepares the tourist information through the tourist information module 67. Then, the route planning module 64 combines the prepared tourist information to plan the tourist route, and the itinerary is formulated through the itinerary arrangement module 65. Finally, the planning output module 66 is used for feedback, and the feedback is fed back to the mobile terminal through the management platform module 4 and the mobile publishing docking module 5. A reasonable travel plan can be formulated according to specific needs, which meets the personalized needs of users and improves the user experience. The information data generated by the independent mobile terminal is extracted and transmitted to the behavior analysis module 8 through the feedback extraction module 8. The data is stored in the analysis module 7, and then the personal information module 71 generates a code according to the independent information and stores it in an independent storage. Subsequently, the travel record module 72, the consumption record module 73 and the path analysis module 74 respectively record the travel record, consumption record and actual travel path record of the corresponding terminal. Then, the habit analysis module 75 analyzes the user travel habits of the corresponding terminal. Finally, the habit output module 76 outputs it to the management platform module 4 and synchronously transmits it to the auxiliary planning module 6. As the basis for the subsequent travel planning of the auxiliary planning module 6, it can provide targeted travel strategy recommendations based on personal data, which is more in line with personal travel habits and improves the intelligence of the system.

[0020] It will be apparent to those skilled in the art that the invention is not limited to the details of the exemplary embodiments described above and that the invention can be implemented in other specific forms without departing from the spirit or essential features of the invention. Therefore, the embodiments should be considered exemplary and non-limiting in all respects, and the scope of the invention is defined by the appended claims rather than the foregoing description, and it is intended that all variations falling within the meaning and scope of the equivalent elements of the claims be included in the invention. Any reference numeral in a claim should not be considered as limiting the claim to which it relates.

Claims

1. A portable tourism data service system, comprising a data capture module (1), a data upload module (2), an information preparation module (3), a management platform module (4), a mobile publishing and docking module (5), an auxiliary planning module (6), a behavior analysis module (7), a feedback extraction module (8) and an operation and maintenance management module (9), characterized in that: The data capture module (1) controls the connection to the data upload module (2), the data upload module (2) controls the connection to the information preparation module (3), the information preparation module (3) controls the connection to the management platform module (4), the management platform module (4) controls the connection to the mobile publishing docking module (5) and the behavior analysis module (7), the behavior analysis module (7) controls the connection to the feedback extraction module (8), the feedback extraction module (8) controls the connection to the management platform module (4), and the management platform module (4) controls the connection to the auxiliary planning module (6) and the operation and maintenance management module (9).

2. A portable tourism data service system according to claim 1, characterized in that: The information preparation module (3) is composed of a cloud docking module (30), a media docking module (31), a network docking module (32), a scenic area docking module (33), a data docking module (34), an information receiving module (35), a data cleaning module (36), a data integration module (37), an information output module (38) and a deviation feedback module (39). The cloud docking module (30), the media docking module (31), the network docking module (32) and the scenic area docking module (33) all control the connection to the data docking module (34).

3. A portable tourism data service system according to claim 2, characterized in that: The data docking module (34) controls the connection to the information receiving module (35), the information receiving module (35) controls the connection to the data cleaning module (36), the data cleaning module (36) controls the connection to the data integration module (37), the data integration module (37) controls the connection to the information output module (38), the information output module (38) controls the connection to the deviation feedback module (39), and the deviation feedback module (39) controls the connection to the data docking module (34).

4. A portable tourism data service system according to claim 1, characterized in that: The management platform module (4) is composed of a platform receiving module (40), an information classification module (41), a regional analysis module (42), a flow analysis module (43), a weather analysis module (44), a traffic analysis module (45), a food and accommodation analysis module (46), a geographic filling module (47), a docking release module (48) and a management docking module (49), and the platform receiving module (40) controls the connection information classification module (41).

5. A portable tourism data service system according to claim 4, characterized in that: The information classification module (41) controls the connection with the regional analysis module (42), the flow analysis module (43), the weather analysis module (44), the traffic analysis module (45) and the accommodation analysis module (46), respectively; the regional analysis module (42), the flow analysis module (43), the weather analysis module (44), the traffic analysis module (45) and the accommodation analysis module (46) all control the connection with the geographic filling module (47); the geographic filling module (47) controls the connection with the docking release module (48), and the docking release module (48) controls the connection with the management docking module (49).

6. A portable tourism data service system according to claim 1, characterized in that: The mobile publishing docking module (5) is composed of a software receiving module (51), a system temporary storage module (52), an update processing module (53), a feedback transmission module (54), a data extraction module (55), a feature analysis module (56), a data behavior module (57) and an effective feedback module (58). The software receiving module (51) controls the connection to the system temporary storage module (52), and the system temporary storage module (52) controls the connection to the update processing module (53) and the feedback transmission module (54).

7. A portable tourism data service system according to claim 6, characterized in that: The feedback transmission module (54) controls the connection to the data extraction module (55), the data extraction module (55) controls the connection to the feature analysis module (56), the feature analysis module (56) controls the connection to the data behavior module (57), the data behavior module (57) controls the connection to the effective feedback module (58), and the effective feedback module (58) controls the connection to the feedback transmission module (54).

8. A portable tourism data service system according to claim 1, characterized in that: The auxiliary planning module (6) is composed of a demand receiving module (61), a point extraction module (62), a demand extraction module (63), a route planning module (64), an itinerary arrangement module (65), a planning output module (66), a tour information module (67) and a publishing receiving module (68). The demand receiving module (61) controls the connection between the point extraction module (62) and the demand extraction module (63) respectively. The point extraction module (62) and the demand extraction module (63) both control the connection between the route planning module (64). The route planning module (64) controls the connection between the itinerary arrangement module (65) and the tour information module (67) respectively. The itinerary arrangement module (65) and the tour information module (67) respectively control the connection between the planning output module (66) and the publishing receiving module (68).

9. A portable tourism data service system according to claim 1, characterized in that: The behavior analysis module (7) is composed of a personal information module (71), a travel record module (72), a consumption record module (73), a path analysis module (74), a habit analysis module (75) and a habit output module (76); the personal information module (71) controls the connection to the travel record module (72), the consumption record module (73) and the path analysis module (74), respectively; the travel record module (72), the consumption record module (73) and the path analysis module (74) all control the connection to the habit analysis module (75); and the habit analysis module (75) controls the connection to the habit output module (76).

10. A portable tourism data service method, comprising the following steps: Step 1: receiving information; Step 2: loading the mobile program; Step 3: making travel service decisions; Step 4: personalized customization; the features are: In the above step 1, the data capture module (1) is connected to the network perception layer to capture relevant data related to tourism, and the relevant data includes tourist destination information, traffic data, and weather data. Then, the data is uploaded through the data upload module (2) and transmitted to the information preparation module (3). Then, the cloud data, information data released by the media, real-time data released on the network, and scenic area information data released by the scenic area management terminal are received through the cloud docking module (30), the media docking module (31), the network docking module (32) and the scenic area docking module (33). Then, the data docking module (34) The data is forwarded to the information receiving module (35), and the data cleaning module (36) is used to clean the data and exclude invalid data. The data is then integrated and duplicate data is excluded through the data integration module (37), and then transmitted to the information output module (38). If there is a deviation or information mismatch in the data, the deviation feedback module (39) is used to feedback the deviation. The data docking module (34) is used again to analyze the source of the information according to the authenticity weight, and then the data is fed back to the information output module (38) for information correction. Finally, the integrated data is sent to the management platform module (4) through the information output module (38); In the above step 2, the mobile terminal software released by the operation and maintenance management module (9) is forwarded to the mobile publishing and docking module (5) through the management docking module (49) and the docking and publishing module (48) in the management platform module (4), and then received by the software receiving module (51) and stored in the system temporary storage module (52). The software upgrade process during the system operation is completed by the update processing module (53). The user can log in to the website in the mobile terminal to dock with the mobile publishing and docking module (5) and download the software from the system temporary storage module (52); In the above step 3, after receiving the integrated information, the management platform module (4) transmits it to the information classification module (41) through the platform receiving module (40). After classification, the corresponding information contained in the information is analyzed by the regional analysis module (42), the flow analysis module (43), the weather analysis module (44), the traffic analysis module (45) and the accommodation analysis module (46). The information is filled into the tourist guide map through the geographic filling module (47), and then published to the mobile terminal software through the docking publishing module (48); the user logs in to the software in the mobile terminal and can dock with the system with the feedback transmission module (54). After docking, The corresponding tourist guide map is checked. The user-side data generated during the transmission process is subjected to feature extraction by the data extraction module (55), and feature analysis is performed in conjunction with the feature analysis module (56). The data behavior module (57) analyzes the data behavior in combination with the feature analysis results to determine whether there is abnormal data that causes system damage. The analysis results are then fed back through the effective feedback module (58) to verify the transmission data. After the system receives the user's travel needs, it is planned through the auxiliary planning module (6). In the process, the needs are first received through the demand receiving module (61), and then the point extraction module (62) and the demand extraction module (63) are used to extract the needs. Extract the places to visit and the additional requirements in the process, and publish the receiving module (68) to receive the tourist guide map. Prepare the tourist information through the tour information module (67), and then plan the tourist route through the route planning module (64) combined with the prepared tourist information, and formulate the tourist itinerary through the itinerary arrangement module (65). During the planning process, the management platform module (4) cooperates with the shared transportation platform to provide tourists with convenient transportation solutions. It can integrate shared bicycles, shared cars and other services to facilitate tourists' travel at the destination. At the same time, the management platform module (4) launches a tourism resource sharing platform, on which tourists can share their idle travel resources. Tourist equipment (such as cameras, tents, etc.) is used to improve resource utilization. The resource sharing platform is logged in and checked through a mobile terminal, and finally feedback is given through the planning output module (66). The feedback is fed back to the mobile terminal through the management platform module (4) and the mobile publishing docking module (5). A reasonable travel plan can be formulated according to specific needs. During use, the independent mobile terminal can be docked with the management platform module (4). The management platform module (4) uses natural language processing technology to quickly and accurately answer tourists' questions and provide real-time tourism consulting services. At the same time, the management platform module (4) arranges corresponding peripherals at corresponding tourist locations to provide tourists with AR / VR guide services, so that tourists can use mobile devices to obtain richer information and immersive experience when visiting scenic spots. In the above step 4, the information data generated by the independent mobile terminal is extracted and transmitted to the behavior analysis module (7) through the feedback extraction module (8), and then encoded into independent storage according to the independent information through the personal information module (71), and then the travel record, consumption record and actual travel path record of the corresponding terminal are recorded respectively through the travel record module (72), the consumption record module (73) and the path analysis module (74), and then the user travel habits of the corresponding terminal are analyzed through the habit analysis module (75), and finally the habit output module (76) is used to output to the management platform module (4), and synchronously transmitted to the auxiliary planning module (6). , which can be used as the basis for tourism planning in the subsequent auxiliary planning module (6), can provide targeted tourism strategy recommendations based on personal data, which is more in line with personal travel habits, improves the intelligence of the system, and facilitates the automatic generation of personalized itineraries based on tourists' historical preferences and popular attractions and activity trends at the current destination. At the same time, the auxiliary planning module (6) can provide feedback to the management platform module (4) to assist tourism businesses in analyzing tourists' consumption patterns, provide market insights for tourism businesses, help them optimize products and services, and improve economic benefits. At the same time, the habit analysis module (75) receives user feedback and data, and the accuracy and personalization of recommendations will continue to improve.

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