期刊文献+

个性化服务中关联数据驱动的用户语义建模框架 被引量:4

A Linked Data-driven Semantic User Modeling Framework for Personalization Service
原文传递
导出
摘要 基于关联数据的应用框架,提出一种构建用户语义模型的基本框架,设计用户语义模型,并对所提出的框架进行详细的分析。该框架主要包括两个方面:从LOD云中发现并获取与用户相关的关联数据的方法和策略;利用获取的关联数据构建用户模型的基本过程,包括概念映射、同一性解析、数据融合和模型生成几个步骤。 Based on the framework of Linked Data application, this paper prensents a semantic user modeling framework, and designs a semantic user model in the context of semantic Web, then analyzes the framework in detail. This framework mainly consists of two parts : firstly, it discusses the methods and strategies for discovering and acquiring users data from the LOD cloud; secondly, it introduces the processes for constructing a user model using these data, which includes such steps as concept mapping, identity resolution, data fusion and model generation.
出处 《现代图书情报技术》 CSSCI 北大核心 2012年第10期1-7,共7页 New Technology of Library and Information Service
基金 中国科学院西部之光联合学者项目"机构知识库的语义增强方法与技术研究"的研究成果之一
关键词 关联数据 LOD 用户模型 用户建模 语义网 概念映射 数据融合 Linked data LOD User model User modeling Semantic Web Concept mapping Data fusion
  • 相关文献

参考文献33

  • 1Berners - Lee T. Design Issues: Linked Data[ EB/OL]. [ 2012 - 08 - 05]. http ://www. w3. org/Designlssues/LinkedData, html.
  • 2Sosnovsky S, Dicheva D. Ontological Technologies for User Model- ling [ J ] International Journal of Metadata, Semantics and Ontolo- gies, 2010, 5(1) :32 -71.
  • 3Razmerita L, Angehrn A, Maedche A. Ontology- based User Modeling for Knowledge Management Systems [ C ]. In : Proceedings of the 9th International Conference on User Modeling ( UM' 03 ). Berlin, Heidelberg : Springer - Verlag, 2003 : 213 - 217.
  • 4Niedere C, Stewart A, Mehta B, et al. A Multi - Dimensional, Unified User Model for Cross - System Personalization [ EB/OL ]. [2012 -08 -05]. hnp://citeseerx, ist. psu. edu/viewdoc/down- load? doi = 10.1.1.94. 9261 &rep -- repl &type = pdf.
  • 5Heckmann D, Schwartz T, Brandherm Bet al. Gumo - the General User Model Ontology[ C ]. In : Proceedings of the lOth International Conference on User Modeling 2005,Edinburgh, Scotland, UK. Ber- lin : Springer - Verlag,2005:428 - 432.
  • 6Dolog P, Schafer M. A Framework for Browsing, Manipulating and Maintaining Interoperable Learner Profiles [ C ]. In : Proceedings of the lOth International Conference on User Modelling 2005, Edin- burgh, Scotland, UK. Berlin, Heidelberg: Sping-Verlag, 2005: 397 - 401.
  • 7Cyganiak R, Jentzsch A. The Linking Open Data Cloud Diagram [EB/OL]. [ 2012 -08 -05 ]. http://richard, cyganiak, de/ 2007/10/1od/.
  • 8Latif A, Afzal M T, Helic D, et al. Discovery and Construction of Au] thors' Profile from Linked Data (A Case Study for Open Digital Jour1 nal) [C]. In: Proceedings ofLDOW2010, Releigh, USA. 2010. ].
  • 9刘媛媛,李春旺,黄永文.基于LOD的关联参考服务构建研究[J].现代图书情报技术,2011(6):66-71. 被引量:9
  • 10沈志宏,张晓林.关联数据及其应用现状综述[J].现代图书情报技术,2010(11):1-9. 被引量:76

二级参考文献69

  • 1Serials Solution Summon Web- Scale- Discovery [ EB/OL ]. [2010 -07 -06]. http://www, serialssolutions, corn/summon.
  • 2Ex Libris Primo Central [ EB/OL]. [2010- 02 -14]. http:// www. exlibrisgroup, eom/category/PrimoCentral.
  • 3NLM Gateway Service[ EB/OL]. [2010 -07 -06]. http://gateway. nlm. nih. gov.
  • 4Web Services Architecture [ EB/OL ]. [ 2010 - 02 - 11 ]. http :// www. w3. org/TR/ws - arch/.
  • 5Semantic Web [ EB/OL]. [ 2010 - 09 - 23 ]. http://www, w3. org/standards/semanticweb/.
  • 6Mashup ( Web Application Hybrid) [ EB/OL]. [2010 - 09 - 23 ]. http ://en. wikipedia, org/wiki/Mashup _ ( web _ application _ hybrid).
  • 7Berners - Lee T. Linked Data - Design Issues[ EB/OL]. [ 2009 -02 - 18 ]. http://www, w3. org/DesignIssues/LinkedData, html.
  • 8SweolG/TaskForces/CommunityProjects/LinkingOpenData [ EB/ OL]. [ 2010 - 07 - 06 ]. http ://esw. w3. org/topic/SweolG/Task- Forces/CommunityProjects/LinkingOpenData.
  • 9刘炜.关联数据:意义及其实现[EB/OL].[2010—09—16].http://www.kevenlw.name/archives/1435.
  • 10刘炜.数据的万维网(TheWebofData)[EB/OL].[2010—09—16].http://www.kevenlw.name/archives/1185.

共引文献78

同被引文献59

引证文献4

二级引证文献31

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