在多式联运中实现混合推荐-FTMarket系统的推荐模块
Performing Hybrid Recommendation in Intermodal Transportation-the FTMarket System's Recommendation Module
摘要：
已经提出了各种建议技术，并将其纳入若干电子商务应用程序，目的是对现有信息进行更准确的评估，从而增加向有关用户提供的援助。本文介绍了一个基于代理的运输交易管理系统中推荐模块的开发和集成。该模块是根据一种新的混合推荐技术，它结合了协同过滤和基于知识的方法的优点。所提出的技术和支持模块帮助客户详细考虑替代运输交易，满足他们的要求，以及在评估完成的交易。相关服务通过软件代理调用，该软件代理构造适当的知识规则并执行推荐策略的合成。
英文摘要：
Diverse recommendation techniques have been already proposed and encapsulated into several e-business applications, aiming to perform a more accurate evaluation of the existing information and accordingly augment the assistance provided to the users involved. This paper reports on the development and integration of a recommendation module in an agent-based transportation transactions management system. The module is built according to a novel hybrid recommendation technique, which combines the advantages of collaborative filtering and knowledge-based approaches. The proposed technique and supporting module assist customers in considering in detail alternative transportation transactions that satisfy their requests, as well as in evaluating completed transactions. The related services are invoked through a software agent that constructs the appropriate knowledge rules and performs a synthesis of the recommendation policy.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
