Personalized recommendation system for passenger travel scheme based on model-as-a-service architecture
The invention provides a passenger travel plan personalized recommendation system, and belongs to the technical field of urban rail transit travel service and digital governance. A data perception management module collects, processes, stores and analyzes rail transit data; the metadatabase manageme...
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| creator | XUE YU ZHENG XUANCHUAN QIN YONG GUO JIANYUAN GAO GUOFEI QIU NINGHAI HE JIE SUN XUAN JIA LIMIN |
| description | The invention provides a passenger travel plan personalized recommendation system, and belongs to the technical field of urban rail transit travel service and digital governance. A data perception management module collects, processes, stores and analyzes rail transit data; the metadatabase management module carries out data maintenance, updating and management according to information feedback of the travel scheme recommendation and interaction service module; the core model management module carries out storage management on a system algorithm model, a knowledge base and tool application; and the travel scheme recommendation and interaction service module manages and recommends system application configuration, and manages and outputs a travel scheme of a system user. According to the method, the accuracy of a system recommendation algorithm model is improved, model parameters can be corrected in time by designing an online correction function of a business domain model algorithm management unit, and the sy |
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A data perception management module collects, processes, stores and analyzes rail transit data; the metadatabase management module carries out data maintenance, updating and management according to information feedback of the travel scheme recommendation and interaction service module; the core model management module carries out storage management on a system algorithm model, a knowledge base and tool application; and the travel scheme recommendation and interaction service module manages and recommends system application configuration, and manages and outputs a travel scheme of a system user. 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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS |
| title | Personalized recommendation system for passenger travel scheme based on model-as-a-service architecture |
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