期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

面向电子商务协同过滤推荐的语义P2P网络技术研究 被引量：2

Research on Technology of Semantic P2P Network for Collaborative Filtering Recommendation of E-commerce
在线阅读 下载PDF
导出
摘要 在综合分析相关领域语义P2P网络的研究成果基础上,探讨了面向电子商务过滤推荐的语义P2P网络关键技术,包括基于本体的知识表示、知识协同和协作过滤的Peer节点模型;基于语义的领域本体映射方法和机器学习算法;语义P2P协作推荐社区结构、搜索机制和推荐反馈率修正的社区动态知识更新策略;基于语义相似度的协同过滤推荐算法。 Analyzed similarities and differences among mainslream recommendation technology and system. The fundamental challenges for recommendation system based on Collaborative Filtering （CF） technology are the scalability and accuracy in real-time. Base on the theory of Semantic P2P Network （SPN） in information and knowledge integration, the key technology of SPN for CF, which included peer ontology representation, ontology matching model based domain ontology, the framework of semantic P2P self-formation of communities, P2P topology and algorithm for CF base semantic affinity.
作者 陈冬林 聂规划 刘平峰
机构地区 武汉理工大学经济学院电子商务系
出处 《计算机应用研究》 CSCD 北大核心 2007年第6期309-311,共3页 Application Research of Computers
基金 国家自然科学基金资助项目(70572079) 湖北省自然科学基金资助项目(2006ABA303)
关键词 语义Web:对等网 协同过滤 本体 电子商务 semantic Web peer-to-peer collaborative filtering ontology e-commerce
分类号 TP311 [自动化与计算机技术—计算机软件与理论] TP393 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献18

二级参考文献75

  • 1[1]Gnutella website. 2003. http://gnutella.wego.com
  • 2[2]S Ratnasamy, P Francis, M Handley et al. A scalable content addressable network. In: ACM Special Interest Group on Data Communication (SIGCOMM) 2001. New York: ACM Press, 2001. 161～172
  • 3[3]E Cohen, A Fiat, H Kaplan. Associative search in peer to peer networks: Harnessing latent semantics. In: The 22nd Annual Joint Conf of the IEEE Computer and Communications Societies (INFOCOM 2003). Vol 2. California: IEEE Computer Society Press, 2003. 1261～1271
  • 4[4]B Bloom. Space/time tradeoffs in Hash coding with allowable errors. Communications of the ACM, 1970, 13 (7): 422～426
  • 5[5]A Broder, M Mitzenmacher. Network applications of Bloom filters: A survey. In: Proc of the 40th Annual Allerton Conf on Communication, Control, and Computing. Illinois: University of Illinoisat Urbana-Champaign, 2002. 636～646
  • 6[6]A Crespo, H Garcia-Molina. Semantic overlay networks, 2003. http://www-db.stanford.edu/～crespo/publications/op2p.pdf
  • 7[7]B Y Ricardo, R N Berthier. Modern Information Retrieval. New York: Addison Wesley, 1999
  • 8[8]I Witten, E Frank. Data mining: Practical Machine Learning Tools and Techniques with Java Implementations. San Francisco, CA: Morgan Kaufmann, 1999
  • 9[9]Q Lv, P Cao, E Cohen et al. Search and replication in unstructured peer to peer networks. In: Proc of the 16th Annual ACM Int'l Conf on Supercomputing. New York: ACM Press, 2002. 84～95
  • 10[10]M Mitzenmacher. Compressed Bloom filters. IEEE/ACM Trans on Networks, 2002, 10 (5): 613～620

共引文献667

同被引文献44

  • 1钱旭,范世民,李纬,汪力宝,彭苏萍.基于知识协同的煤炭企业生产信息融合方法研究[J].计算机工程与设计,2005,26(11):2925-2927. 被引量：1
  • 2唐九阳,张维明,肖卫东,汤大权.类人类社会基于社区的对等网自组织构造[J].计算机研究与发展,2006,43(8):1383-1390. 被引量：13
  • 3Khambatti M,Ryu K D,Asgupta P.Structuring peer-to-peer networks using interest-based communities[C]//Int'l Workshop on Database, Information Systems and Peer-to-Peer Computing,Berlin,Germany, 2003 : 154-166.
  • 4Castano S,Ferrara A,Montanell I S,et al.Helios:a general framework for ontology-based knowledge sharing and evolution in P2P systems[C]//Proceedings of the 14th International Workshop on Database and Expert Systems Applications,Prague,Czech Republic, 2003.
  • 5Hu Yuh-Jong,Combining Ontology and rules as service constraint policy for P2P system[C]//Web Service Semantics:Towards Dynamic Business Integration Workshop at WWW2005,Chiba,Japan,2005.
  • 6Barbosa M W,Costa M W,Almeida J M,et al.Using locality of reference to improve performance of P2P aoolication[C]//Proceedings of the 4th International Workshop on Software and Performance.California: ACM, 2004.
  • 7Huang Zhe-xue.Extensions to the K-Means algorithm for clustering large data sets with categorical values[J].Data Mining and Knowledge Discovery, 1998,2: 283-304.
  • 8Delaney B.The power of P2P[]].IEEE Multimedia,2001,8(4):100- 103.
  • 9方德英,陈建斌,徐凯波.IT服务外包中复杂知识网络协同演化概念模型研究[C].重庆:第六届(2011)中国管理学年会论文集,2011.
  • 10樊治平,冯博,俞竹超.知识协同的发展及研究展望[J].科学学与科学技术管理,2007,28(11):85-91. 被引量：89

引证文献2

二级引证文献3

计算机应用研究
2007年 第6期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部