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EFFICIENCY OF A TRANSPORTATION MATCHING SYSTEM USING GEOCODED PROVIDER MODELS

机译:使用地理编码提供商模型的运输匹配系统的效率

摘要

This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.
机译:本公开内容描述了一种运输匹配系统,该运输匹配系统通过训练和利用多种机器学习模型来管理运输提供者的分配,以识别,分配并服务于特定的运输提供者,并提供定制的机会来在地理编码区域的地理编码区域之间重新定位运输提供者。例如,运输匹配系统训练并利用增量提供商模型,提供商分配模型和个性化提供商行为模型以及定制的提供商接口生成器,以满足预期的运输请求并改善地理编码区域内的运输匹配。

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