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基于多Agent案例推理的个性化智能推荐服务 被引量:2

Intelligent Service of Personalized Recommendation Based on Multi-Agent Case Reasoning
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摘要 针对个性化智能推荐服务是大型科学仪器协作共用网的重要组成部分的情况,分析了个性化智能推荐服务的工作原理、系统结构及相关技术;重点论述了个性化智能推荐服务案例库的结构设计、案例生成及推理过程的算法描述。将基于案例的推理方法(CBR),多Agent技术与MVC模式有效地融入个性化智能推荐服务中,采用基于Struts构架的B/S多层混合体系结构,设计并实现了一个基于Struts构架与多Agent案例推理的交互式个性化智能推荐服务系统。 Intelligent service of personalized recommendation is an important component of the super instrument network shared system. The principle, structure and relevant technology of intelligent services of personalized recommendation were analyzed. The case - based structure of intelligent service of personalized recommendation and the algorithmic procedure description of the case generation and reasoning were discussed. The method of case- based reasoning, mutli-agent technology, MVC design pattern was effectively fused into intelligent service of personalized recommendation. Using B/S multi-tier mixed systematic structure based on struts architecture, a struts architecture-based intelligent service of personalized recommendation and multi-a- gent case - based reasoning prototype system were designed and implemented.
出处 《武汉理工大学学报(信息与管理工程版)》 CAS 2008年第4期584-587,共4页 Journal of Wuhan University of Technology:Information & Management Engineering
基金 云南省教育厅科研基金资助项目(2006PT06)
关键词 基于案例推理 STRUTS构架 多AGENT 智能推荐 case - based reasoning struts architecture multi - agent intelligent recommendation
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参考文献11

  • 1KNAPIK M, JOHNSON J. Developing intelligent agents for distributed systems: exploring architecture [ M]. New York : McGraw - Hill, 1998.
  • 2杨鲲,翟永顺,刘大有.Agent:特性与分类[J].计算机科学,1999,26(9):30-34. 被引量:62
  • 3杨瑾,尤建新,蔡依平.基于案例推理的供应商选择决策支持系统研究[J].计算机工程与应用,2006,42(6):19-23. 被引量:19
  • 4MCLVOR R T, HUMPHREYS P K. A case- based reasoning approach to the make or buy decision [ J]. Integrated Manufacturing Systems, 2000, 11 ( 5 ) : 295 - 310.
  • 5RACINE K,YANG Q. Maintaining unstructured cased bases [ C ]. Proceedings of the Second International Conference on Case - Based Reasoning. USA: Provindence RI, 1997:553 - 564.
  • 6WESS S, ALTHOFF K, DERWAND G. Using k - d trees to improve retrieval step in case - based reasoning[C].In: WESS S, ALTHOFF K, RICHETEREDS M M. Lecture Notes in Artificial Intelligence First European Workshop, EWCBR - 93. Berlin: Kaiserslautern, 1993:354 - 360.
  • 7WALSON A. Case- based reasoning is a methodology not technology [ J ]. Knowledge Based System, 1999 (12) :303 -308.
  • 8王旭磊,马金平.基于案例推理的电子商务网站智能设计系统的案例库[J].计算机工程与设计,2006,27(5):887-890. 被引量:5
  • 9李煊,汪晓岩,庄镇泉.基于关联规则挖掘的个性化智能推荐服务[J].计算机工程与应用,2002,38(11):200-204. 被引量:20
  • 10KURAPATI K, GUTFA S, SCHAFFER D. A multi - aent TV rcommender [ J ]. Workshop on Personalization in Future TV, 2001(2) :59 -66.

二级参考文献27

  • 1周凯波,魏莹,冯珊.基于案例推理的金融危机预警支持系统[J].计算机工程与应用,2001,37(14):18-21. 被引量:23
  • 2姜丽红,刘豹.案例推理在智能化预测支持系统中的应用研究[J].决策与决策支持系统,1996(4):63-69. 被引量:27
  • 3付玉,张存禄,黄培清,骆建文.基于案例推理的供应链风险估计方法[J].预测,2005,24(1):56-58. 被引量:31
  • 4陆汝钤.世纪之交的知识工程与知识科学[M].北京:清华大学出版社,2001..
  • 5J Sarkis,S Talluri.A model for strategic supplier selection[C].In:Proceedings of the Ninth International Annual IPSERA Conference,London,Canada,2000:652~661
  • 6L M Ellram.The supplier selection in strategic partnerships[J].Journal of Purchasing and Materials Management,1990:8~14
  • 7H Min.International supplier selection:a multi-attribute utility approach[J].International Journal of Physical Distribution and Logistics Management,1994;24 (5):24~33
  • 8C O Swift.Preferences for single sourcing and supplier selection criteria[J].Journal of Business Research,1995;32:105~111
  • 9I D Watson,S Abdullah.Developing case-based reasoning systems:a case study in diagnosing building defects[C].In:Proceedings of the IEE Colloquium on Case-based Reasoning:Prospects for Applications Digest,1994;57:1~3
  • 10R S Perera,I Watson.A case-based design approach for the integration of design and estimating[C].In:I Watson ed.Progress in Casebased Reasoning,Lecture Notes in Artificial Intelligence 1020,Springer,Berlin,1995

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