Browse > Article

A Method for Converting OSEM to OWL and Recommending Interest Blog Communities  

Xu, Rong-Hua (전북대학교 전자정보공학부 컴퓨터공학과)
Yang, Kyung-Ah (케이테크 데이터베이스 연구원)
Yang, Jae-Dong (전북대학교 영상정보신기술연구소)
Choi, Wan (국전자통신연구원 공개SW솔루션연구팀)
Abstract
As a new community forming environment, the blog platform enables sharing of the resources in blogosphere through active information exchange. Many researches have been performed to recommend appropriate resources to users from vast amounts of blog resources. As one of the solutions OSEM defines the knowledge base in the blogosphere with ontology for effectively modeling it. In this paper, we propose a technique of converting the knowledge base into the OWL ontology for sharing it on the semantic web environment. An inference method is then applied to the OWL ontology for recommending interest blog communities. For this aim, a mapping method is offered and then SWRL inference and SPARQL query based on the ontology are employed to extract interest blog communities.
Keywords
Blog; Ontology; Inference; Interest Blog Communities;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 SWRL(A Semantic Web Rule Language Combin-ing OWL and RuleML),
2 Conor Hays, Paolo Avesani, Sriharsha Veerama-chaneni. “An analysis of the use of tags in a blog recommender system,” the International Joint Con-ference on Artificial Intelligence(IJCAI-07), Hyder-abad, India, January 2007
3 Steve Cayzer, “Semantic Blogging: Spreading the Semantic Web Meme,” Proceedings of XML Euro 2004, Amsterdam Netherlands April 18-21, 2004
4 SPARQL(Query Language for RDF),
5 Knud Moller, Uldis Bojars, John G. Breslin, “Using semantics to enhance the blogging experience,” Proceedings of the 3rd European Semantic Web Con-ference (ESWC '06), Budva, Montenegro, June 2006
6 Christopher H. Brooks, Nancy Montanez, “Improved Annotation of the Blogosphere via Autotagging and Hierarchical Clustering,” Proceedings of the 15th international conference on WWW, Edinburgh, Scotland, May 23-26, 2006   DOI
7 Technorati,
8 Jess(Java Expert System Shell),
9 OWL(Web Ontology Language),
10 Emanuele Quintarelli, "Folksonomies: power to the people," ISKO Italy-UniMIB, June 24, 2005
11 SWRLJessBridge,
12 Scott Golder and Bernardo A. Huberman, “The Structure of Collaborative Tagging Systems,” Journal of Information Science, Vol.32, No.2, pp.198-208, 2006   DOI   ScienceOn
13 양경아, 양재동, 최완, "관심 커뮤니티 추천을 위한 시스템 질의를 지원하는 온톨로지 기반 시맨틱 블로그 모델", 정보과학회논문지: 소프트웨어 및 응용, 제35권, 제4호, pp. 219-233, 2008   과학기술학회마을   ScienceOn
14 SWRLFactory,