| 个性化服务技术综述 |
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| 引用本文： | 曾春,邢春晓,周立柱.个性化服务技术综述[J].软件学报,2002,13(10):1952-1961. |
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| 作者姓名： | 曾春 邢春晓 周立柱 |
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| 作者单位： | 清华大学,计算机科学与技术系,北京,100084 |
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| 基金项目： | 国家重点基础研究发展规划973资助项目(G1999032704) |
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| 摘 要： | 对个性化服务技术中用户描述文件的表达与更新、资源描述文件的表达、个性化推荐技术、个性化服务体系结构以及该领域的主要研究成果进行了综述.通过比较现有原型系统的实现方式,详细讨论了实现个性化服务的关键技术.此外,分析了3个具有代表性的个性化服务系统.最后对个性化服务技术进一步研究工作的方向进行了展望.
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| 关 键 词： | 个性化 基于规则的个性化 信息过滤技术 基于内容的过滤 协作过滤 推荐系统 |
| 收稿时间： | 2001/12/9 0:00:00 |
| 修稿时间： | 7/1/2002 12:00:00 AM |
A Survey of Personalization Technology |
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| ZENG Chun,XING Chun-xiao and ZHOU Li-zhu.A Survey of Personalization Technology[J].Journal of Software,2002,13(10):1952-1961. |
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| Authors: | ZENG Chun XING Chun-xiao and ZHOU Li-zhu |
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| Abstract: | The crucial technologies related to personalization are introduced in this paper, which include the representation and modification of user profile, the representation of resource, the recommendation technology, and the architecture of personalization. By comparing with some existing prototype systems, the key technologies about how to implement personalization are discussed in detail. In addition, three representative personalization systems are analyzed. At last, some research directions for personalization are presented. |
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| Keywords: | personalization rule-based personalization information filtering technology content-based filtering collaborative filtering recommendation system |
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