基于推荐完整性的电子商务推荐系统架构的设计  

Design of recommendation system architecture based on integrity

作　　者：黄宏寅[1] 徐德华[1] 

机构地区：[1]同济大学经济与管理学院,上海200092

出　　处：《计算机应用研究》2010年第12期4591-4593,4596,共4页Application Research of Computers

摘　　要：针对个性化推荐完整性欠佳的问题,设计一种基于第三方的电子商务推荐架构。使用聚合内容获取信息源,运用多代理实现推荐流程,借助面向对象存储技术在第三方平台扩充备选项集。通过对上述技术方法的组合应用,使推荐的完整性得以提升,克服了传统推荐系统忽略用户站外行为影响推荐完整性的缺陷。This paper designed one kind of architecture of recommendation system for e-commerce based on third-party,which aimed to conquer the problem of neglecting integrity of personalized recommendation. The architecture gathered information by RSS,realized recommending process by multi-agent system（ MAS） ,expanded option sets by object-based storage within the platform of third party. Enhanced the integrity of recommendation by the collaborative application of the above methods. This architecture conquered the problem of neglecting users＇outside preference which existing in popular recommendation systems.

关 键 词：推荐系统 推荐完整性 聚合内容 多代理系统 面向对象存储 

分 类 号：TP319[自动化与计算机技术—计算机软件与理论]