Management system and method for development and integration of multiple traffic service APPs

Abstract

The invention relates to the technical field of traffic management, and discloses a management system for development and integration of multiple traffic service APPs, and the system comprises a data collection module which is responsible for collecting various traffic data, including traffic flow, vehicle speed and traffic accidents; the data processing module is used for cleaning, analyzing and mining the collected data and providing accurate traffic prediction and optimization suggestions; the information sharing module is used for realizing information sharing among the APPs and breaking an information island; the function integration module is used for integrating the functions of the APPs to avoid function redundancy; the interface design module is responsible for designing the interface of the APP and improving the user experience; and the system stabilizing module is used for ensuring the stability of the system and preventing system collapse and function abnormity. The invention provides a management system and method for development and integration of multiple traffic service APPs, and solves the problem that a user needs to install multiple APPs to obtain comprehensive traffic information due to the lack of information sharing among the APPs.

Description

Technical Field

[0001] The present invention relates to the technical field of traffic management, and in particular to a management system and method for developing and integrating multiple traffic service APPs. Background Art

[0002] As the lifeblood of urban development, transportation undertakes important tasks of people flow, logistics and information flow. With the acceleration of urbanization, traffic problems are becoming increasingly prominent. Traffic congestion and frequent traffic accidents have seriously restricted the sustainable development of cities. Smart transportation construction has emerged. By using the Internet of Things, big data, and artificial intelligence advanced technologies, we can improve the transportation system, improve traffic efficiency, enhance traffic safety, and provide the public with more efficient, safe and convenient transportation services. With the advancement of science and technology, various types of transportation apps have emerged. However, the existing multi-transportation business apps have the following problems: 1. Lack of information sharing between apps means that users need to install multiple apps to obtain comprehensive traffic information; 2. The overlapping functions between different apps result in a waste of resources; 3. The interface design is unreasonable, the operation process is complicated, and the system crashes frequently, which affects the user experience; 4. The risk of user data leakage, tampering and attack is high, threatening the stability and security of the transportation system.

[0003] In order to solve the above problems, this application proposes a management system and method for the development and integration of multiple transportation business APPs. Summary of the invention

[0004] Based on the technical problems existing in the background technology, the present invention proposes a management system and method for the development and integration of multiple transportation business APPs.

[0005] The present invention proposes a management system for developing and integrating multiple traffic service APPs, including: Data collection module: responsible for collecting various traffic data, including traffic flow, vehicle speed, and traffic accidents; Data processing module: cleans, analyzes and mines the collected data to provide accurate traffic forecasts and optimization suggestions; Information sharing module: realize information sharing among various APPs and break the information island; Function integration module: integrate the functions of each APP to avoid functional redundancy; Interface design module: responsible for the interface design of the APP to improve user experience; System stability module: ensures system stability and prevents system crashes and malfunctions; Data security module: Strengthen data security protection measures to prevent data leakage, tampering and attacks; Service management module: provides unified user services, including user feedback processing and function updates; The data acquisition module is communicatively connected to the data processing module, the data processing module is communicatively connected to the information sharing module, the information sharing module is communicatively connected to the function integration module, the function integration module is communicatively connected to the interface design module, the system stability module is communicatively connected to the other modules, the data security module is respectively connected to the data acquisition module, the data processing module and the information sharing module, and the service management module is respectively connected to the other modules.

[0006] Preferably, the data acquisition module includes: Sensor unit: responsible for installing and maintaining various traffic sensors, such as geomagnetic sensors, cameras, and radars, to capture raw data on traffic flow and vehicle speed in real time; Data receiving unit: receives data from the sensor unit and performs preliminary format conversion and verification; Data storage unit: stores the received data in a local database or cloud storage for subsequent analysis and processing.

[0007] Preferably, the data processing module includes: Data cleaning unit: removes duplicates, completes, and processes outliers on the collected data to improve data quality; Data analysis unit: Use statistics and machine learning algorithms to conduct in-depth analysis of cleaned data and explore traffic patterns; Data Mining Unit: Extracts hidden patterns, trends and associations from large amounts of data to predict future traffic conditions.

[0008] Preferably, the information sharing module includes: Data interface unit: defines a unified data access interface for other apps or systems to call; Data synchronization unit: ensures that data between various apps can be synchronized in real time or at regular intervals to maintain data consistency; Permission management unit: Control permissions for different users or apps to ensure data security and privacy.

[0009] Preferably, the functional integration module includes: Function identification unit: Analyze the functional characteristics of each APP and identify the functional points that can be integrated; Functional integration unit: Integrate the identified functional points to form a unified functional interface or module; Interface adaptation unit: adapts the interfaces of different apps to ensure compatibility after functional integration.

[0010] Preferably, the interface design module includes: User research unit: Understand user needs and behavior habits through surveys and interviews; Interface design unit: based on the results of user research, design an interface that conforms to user habits and aesthetics; Interaction Design Unit: Design the interaction method between users and interfaces, including operation procedures and feedback mechanisms.

[0011] Preferably, the system stabilization module includes: Monitoring unit: real-time monitoring of the system's operating status, including CPU usage, memory usage, and network status; Log management unit: records various logs during system operation, including error logs and operation logs; Fault recovery unit: When a system failure occurs, it automatically or manually performs fault recovery to ensure system availability.

[0012] Preferably, the data security module includes: Encryption unit: Encrypts sensitive data for storage and transmission to ensure data security; Access control unit: controls access rights for different users or systems to ensure legal use of data; Security Audit Unit: Record and analyze system security incidents to promptly identify and address potential security risks.

[0013] Preferably, the service management module includes: User Feedback Unit: collects and processes user feedback, including problem reports and feature suggestions; Function update unit: update and upgrade system functions according to user feedback and market demand; Customer Service Unit: Provide user consultation, technical support and customer service to solve problems encountered by users during use.

[0014] A management method for developing and integrating multiple transportation service apps includes the following steps: Step 1: Use sensors and camera equipment to collect traffic data in real time; Step 2: Remove noise and redundant information from the data; Step 3: Use data mining and machine learning algorithms to analyze the cleaned data and generate traffic predictions and optimization suggestions; Step 4: Share the analyzed data with other apps through the database; Step 5: Integrate the functions of each APP to form a unified functional interface; Step 6: Design a reasonable interface layout and operation process based on user needs and feedback; Step 7: Test the system multiple times to ensure the stability and correctness of the system functions; Step 8: Use encryption, backup and protection measures to ensure the security of user data.

[0015] The above technical solution of the present invention has the following beneficial technical effects: 1. Realize information sharing among various APPs, break the information island and improve the utilization rate of information; 2. Integrate the functions of each APP to avoid functional redundancy and improve user efficiency; 3. Improve user experience through reasonable interface design and operation process; 4. Encryption, backup and protection measures are adopted to ensure the security of user data. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 This is a module block diagram of a management system for developing and integrating multiple transportation service APPs proposed in the present invention.

[0017] Figure 2 The present invention is a flowchart of a method for managing the development and integration of multiple transportation service apps. DETAILED DESCRIPTION

[0018] In order to make the purpose, technical scheme and advantages of the present invention clearer, the present invention is further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings. It should be understood that these descriptions are only exemplary and are not intended to limit the scope of the present invention. In addition, in the following description, the description of well-known structures and technologies is omitted to avoid unnecessary confusion of the concept of the present invention.

[0019] like Figure 1 and Figure 2 As shown, the present invention proposes a multi-transportation business APP development and integrated management system, including: Data collection module: responsible for collecting various traffic data, including traffic flow, vehicle speed, and traffic accidents; Data processing module: cleans, analyzes and mines the collected data to provide accurate traffic forecasts and optimization suggestions; Information sharing module: realize information sharing among various APPs and break the information island; Function integration module: integrate the functions of each APP to avoid functional redundancy; Interface design module: responsible for the interface design of the APP to improve user experience; System stability module: ensures system stability and prevents system crashes and malfunctions; Data security module: Strengthen data security protection measures to prevent data leakage, tampering and attacks; Service management module: provides unified user services, including user feedback processing and function updates; The data acquisition module is communicatively connected to the data processing module, the data processing module is communicatively connected to the information sharing module, the information sharing module is communicatively connected to the function integration module, the function integration module is communicatively connected to the interface design module, the system stability module is communicatively connected to the other modules, the data security module is respectively connected to the data acquisition module, the data processing module and the information sharing module, and the service management module is respectively connected to the other modules.

[0020] In a specific embodiment, the data acquisition module includes: Sensor unit: responsible for installing and maintaining various traffic sensors, such as geomagnetic sensors, cameras, and radars, to capture raw data on traffic flow and vehicle speed in real time; Data receiving unit: receives data from the sensor unit and performs preliminary format conversion and verification; Data storage unit: stores the received data in a local database or cloud storage for subsequent analysis and processing.

[0021] It should be noted that the data collection module is responsible for collecting a wide range of traffic data, including but not limited to traffic flow, such as vehicle flow, passenger flow, vehicle speed, real-time vehicle speed, average vehicle speed, traffic accidents, accident locations, accident types, and impact range. In order to ensure the comprehensiveness and accuracy of the data, the data collection module will adopt a variety of technical means, such as sensor monitoring, video surveillance, and GPS tracking, and will also be supplemented by third-party data sources. In addition, the module also has data pre-processing capabilities, which can perform preliminary screening and sorting of raw data, providing a high-quality data foundation for subsequent data processing modules.

[0022] In a specific embodiment, the data processing module includes: Data cleaning unit: removes duplicates, completes, and processes outliers on the collected data to improve data quality; Data analysis unit: Use statistics and machine learning algorithms to conduct in-depth analysis of cleaned data and explore traffic patterns; Data Mining Unit: Extracts hidden patterns, trends and associations from large amounts of data to predict future traffic conditions.

[0023] It should be noted that the data cleaning algorithm: ; Among them, RawData represents the original data, RemoveNoise represents the function of removing noise, and CleanData represents the cleaned data.

[0024] Data analysis algorithms: ; Among them, MachineLearning represents the machine learning algorithm, and Prediction represents the prediction result.

[0025] In a specific embodiment, the information sharing module includes: Data interface unit: defines a unified data access interface for other apps or systems to call; Data synchronization unit: ensures that data between various apps can be synchronized in real time or at regular intervals to maintain data consistency; Permission management unit: Control permissions for different users or apps to ensure data security and privacy.

[0026] It should be noted that the information sharing module breaks the information silos between various APPs and realizes data interconnection. Through a unified interface and standard, the module can integrate and share traffic data from different APPs to form a huge traffic information database. In this way, users can obtain traffic information from multiple APPs on one platform, greatly improving the efficiency and convenience of information acquisition. At the same time, the information sharing module also has data synchronization and update functions to ensure that users can obtain the latest traffic information in real time.

[0027] In a specific embodiment, the function integration module includes: Function identification unit: Analyze the functional characteristics of each APP and identify the functional points that can be integrated; Functional integration unit: Integrate the identified functional points to form a unified functional interface or module; Interface adaptation unit: adapts the interfaces of different apps to ensure compatibility after functional integration.

[0028] It should be noted that the main task of the function integration module is to integrate the functions of each APP to avoid functional redundancy and duplication. By analyzing and comparing the functions of different APPs, the module can identify similar or duplicate functions, and merge and optimize them. At the same time, the module can also customize and combine functions according to user needs and preferences, providing users with a more convenient and efficient service experience. Through function integration, it can not only reduce users' usage and learning costs, but also improve the competitiveness and market share of the APP.

[0029] In a specific embodiment, the interface design module includes: User research unit: Understand user needs and behavior habits through surveys and interviews; Interface design unit: based on the results of user research, design an interface that conforms to user habits and aesthetics; Interaction Design Unit: Design the interaction method between users and interfaces, including operation procedures and feedback mechanisms.

[0030] It should be noted that the interface design module is responsible for the interface design and user experience optimization of the APP. This module will design a simple, beautiful and easy-to-use interface based on the user's usage habits and needs. At the same time, it will also adopt a variety of interactive design techniques, such as animation effects and touch feedback, to improve the user's operating experience and satisfaction. In addition, the interface design module will continuously optimize and improve the interface based on user feedback and test results to ensure that the APP can continue to meet user needs and expectations.

[0031] In a specific embodiment, the system stabilization module includes: Monitoring unit: real-time monitoring of the system's operating status, including CPU usage, memory usage, and network status; Log management unit: records various logs during system operation, including error logs and operation logs; Fault recovery unit: When a system failure occurs, it automatically or manually performs fault recovery to ensure system availability.

[0032] It should be noted that the system stability module is the key to ensuring the stable operation of the entire system. This module will adopt a variety of technical means, such as load balancing, fault-tolerant processing, and fault recovery, to ensure that the system can maintain stable operation when facing high concurrency and large data volume pressure. At the same time, the module will also conduct regular performance testing and monitoring of the system to promptly discover and resolve potential performance bottlenecks and problems. Through these measures, the system stability module can provide users with stable and reliable service guarantees.

[0033] In a specific embodiment, the data security module includes: Encryption unit: Encrypts sensitive data for storage and transmission to ensure data security; Access control unit: controls access rights for different users or systems to ensure legal use of data; Security Audit Unit: Record and analyze system security incidents to promptly identify and address potential security risks.

[0034] It should be noted that the data encryption algorithm: ; Among them, Data represents the data to be encrypted, Key represents the encryption key, Encrypt represents the encryption function, and EncryptedData represents the encrypted data.

[0035] In a specific embodiment, the service management module includes: User Feedback Unit: collects and processes user feedback, including problem reports and feature suggestions; Function update unit: update and upgrade system functions according to user feedback and market demand; Customer Service Unit: Provide user consultation, technical support and customer service to solve problems encountered by users during use.

[0036] It should be noted that the service management module is the core of providing unified user services. This module will establish a user service system, including user feedback processing, function updates, and technical support. Through the user feedback processing mechanism, this module can promptly collect and process user opinions and suggestions, and continuously optimize and improve the functions and services of the APP. At the same time, it will also regularly release function update and technical support announcements to ensure that users can promptly understand and use the latest functions and services. Through these measures, the service management module can provide users with a more intimate and professional service experience.

[0037] A management method for developing and integrating multiple transportation service apps includes the following steps: Step 1: Use sensors and camera equipment to collect traffic data in real time; Step 2: Remove noise and redundant information from the data; Step 3: Use data mining and machine learning algorithms to analyze the cleaned data and generate traffic predictions and optimization suggestions; Step 4: Share the analyzed data with other apps through the database; Step 5: Integrate the functions of each APP to form a unified functional interface; Step 6: Design a reasonable interface layout and operation process based on user needs and feedback; Step 7: Test the system multiple times to ensure the stability and correctness of the system functions; Step 8: Use encryption, backup and protection measures to ensure the security of user data.

[0038] Working principle of the system and method: The data collection module focuses on collecting key traffic data such as traffic flow, vehicle speed and traffic accidents from multiple channels based on its principle. Subsequently, the data processing module uses data cleaning, analysis and mining technology to deeply process the collected information and provide traffic prediction and efficient optimization strategies. The information sharing module is based on the principle of interconnection and interoperability to promote the flow of data between different APPs and effectively eliminate the phenomenon of information islands. The function integration module follows the concept of simplicity and efficiency to integrate the functions of various APPs to avoid unnecessary duplication and improve overall efficiency. The interface design module creates the APP interface based on the design principle of user experience first to enhance the user's operational convenience and satisfaction. The system stability module deploys multiple protection mechanisms based on the principle of robustness to ensure the continuous stability of the system operation and the normal functioning of the functions. The data security module strengthens data encryption and access control measures based on strict protection strategies to comprehensively resist the risks of data leakage, tampering and network attacks. Finally, the service management module follows the user-centric service concept and provides a unified service portal, including timely response to user feedback and regular function updates to fully guarantee the user experience.

[0039] It should be understood that the above specific embodiments of the present invention are only used to illustrate or explain the principles of the present invention, and do not constitute a limitation of the present invention. Therefore, any modifications, equivalent substitutions, improvements, etc. made without departing from the spirit and scope of the present invention should be included in the protection scope of the present invention. In addition, the appended claims of the present invention are intended to cover all changes and modifications that fall within the scope and boundaries of the appended claims, or the equivalent forms of such scope and boundaries.

Claims

1. A management system for the development and integration of multiple transportation business APPs, characterized in that: include: Data collection module: responsible for collecting various traffic data, including traffic flow, vehicle speed, and traffic accidents; Data processing module: cleans, analyzes and mines the collected data to provide accurate traffic forecasts and optimization suggestions; Information sharing module: realize information sharing among various APPs and break the information island; Function integration module: integrate the functions of each APP to avoid functional redundancy; Interface design module: responsible for the interface design of the APP to improve user experience; System stability module: ensures system stability and prevents system crashes and malfunctions; Data security module: Strengthen data security protection measures to prevent data leakage, tampering and attacks; Service management module: provides unified user services, including user feedback processing and function updates; The data acquisition module is communicatively connected to the data processing module, the data processing module is communicatively connected to the information sharing module, the information sharing module is communicatively connected to the function integration module, the function integration module is communicatively connected to the interface design module, the system stability module is communicatively connected to the other modules, the data security module is respectively connected to the data acquisition module, the data processing module and the information sharing module, and the service management module is respectively connected to the other modules.

2. A management system for the development and integration of multiple transportation service APPs according to claim 1, characterized in that: The data acquisition module comprises: Sensor unit: responsible for installing and maintaining various traffic sensors, such as geomagnetic sensors, cameras, and radars, to capture raw data on traffic flow and vehicle speed in real time; Data receiving unit: receives data from the sensor unit and performs preliminary format conversion and verification; Data storage unit: stores the received data in a local database or cloud storage for subsequent analysis and processing.

3. A management system for the development and integration of multiple transportation service APPs according to claim 2, characterized in that: The data processing module comprises: Data cleaning unit: removes duplicates, completes, and processes outliers on the collected data to improve data quality; Data analysis unit: Use statistics and machine learning algorithms to conduct in-depth analysis of cleaned data and explore traffic patterns; Data Mining Unit: Extracts hidden patterns, trends and associations from large amounts of data to predict future traffic conditions.

4. A management system for the development and integration of multiple transportation service APPs according to claim 3, characterized in that: The information sharing module includes: Data interface unit: defines a unified data access interface for other apps or systems to call; Data synchronization unit: ensures that data between various apps can be synchronized in real time or at regular intervals to maintain data consistency; Permission management unit: Control permissions for different users or apps to ensure data security and privacy.

5. A management system for the development and integration of multiple transportation service APPs according to claim 4, characterized in that: The functional integration module includes: Function identification unit: Analyze the functional characteristics of each APP and identify the functional points that can be integrated; Functional integration unit: Integrate the identified functional points to form a unified functional interface or module; Interface adaptation unit: adapts the interfaces of different apps to ensure compatibility after functional integration.

6. A management system for the development and integration of multiple transportation service APPs according to claim 5, characterized in that: The interface design module includes: User research unit: Understand user needs and behavior habits through surveys and interviews; Interface design unit: based on the results of user research, design an interface that conforms to user habits and aesthetics; Interaction Design Unit: Design the interaction method between users and interfaces, including operation procedures and feedback mechanisms.

7. A management system for the development and integration of multiple transportation service APPs according to claim 6, characterized in that: The system stabilization module comprises: Monitoring unit: real-time monitoring of the system's operating status, including CPU usage, memory usage, and network status; Log management unit: records various logs during system operation, including error logs and operation logs; Fault recovery unit: When a system failure occurs, it automatically or manually performs fault recovery to ensure system availability.

8. A management system for the development and integration of multiple transportation service APPs according to claim 7, characterized in that: The data security module comprises: Encryption unit: Encrypts sensitive data for storage and transmission to ensure data security; Access control unit: controls access rights for different users or systems to ensure legal use of data; Security Audit Unit: Record and analyze system security incidents to promptly identify and address potential security risks.

9. A management system for development and integration of multiple transportation service APPs according to claim 8, characterized in that: The service management module includes: User Feedback Unit: collects and processes user feedback, including problem reports and feature suggestions; Function update unit: update and upgrade system functions according to user feedback and market demand; Customer Service Unit: Provide user consultation, technical support and customer service to solve problems encountered by users during use.

10. A management method for the development and integration of multiple transportation service APPs, characterized in that: The following steps are involved: Step 1: Use sensors and camera equipment to collect traffic data in real time; Step 2: Remove noise and redundant information from the data; Step 3: Use data mining and machine learning algorithms to analyze the cleaned data and generate traffic predictions and optimization suggestions; Step 4: Share the analyzed data with other apps through the database; Step 5: Integrate the functions of each APP to form a unified functional interface; Step 6: Design a reasonable interface layout and operation process based on user needs and feedback; Step 7: Test the system multiple times to ensure the stability and correctness of the system functions; Step 8: Use encryption, backup and protection measures to ensure the security of user data.

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