Recommendation of e-commerce sites by matching category-based buyer query and product e-catalogs

Computers in Industry

Volumn 59, Issue 4, 2008, Pages 380-394

  Kwon, Ick Hyun ^a   Kim, Chang Ouk ^b   Kim, Kyung Pil ^b   Kwak, Choonjong ^b  

^a University of Illinois at Urbana Champaign   (United States)

^b Yonsei University   (South Korea)

Author keywords

Category based query; Category matching algorithm; Meta search engine; Product category search; Semantic relevancy measure

Indexed keywords

FUNCTIONS; PRODUCT DEVELOPMENT; QUERY LANGUAGES; SEARCH ENGINES; SEMANTICS; USER INTERFACES;

CATEGORY-BASED QUERY; CATEGORY-MATCHING ALGORITHMS; META-SEARCH ENGINES; PRODUCT CATEGORY SEARCH; SEMANTIC RELEVANCY MEASURES;

ELECTRONIC COMMERCE;

EID: 39749112018     PISSN: 01663615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compind.2007.10.002     Document Type: Article

References (24)

1. E-commerce and development report 2003, http://www.unctad.org/en/docs/ecdr2003_en.pdf.
2. Selberg E., and Etzioni O. The MetaCrawler architecture for resource aggregation on the web. IEEE Expert 12 1 (1997) 11-14
3. Howe A.E., and Dreilinger D. SavvySearch: a metasearch engine that learns which search engines to query. AI Magazine 18 2 (1997) 19-25
4. Lawrence S., Giles C.L., and Context. page analysis for improved web search. IEEE Internet Computing 2 4 (1998) 38-46
5. Copernic, http://www.copernic.com.
6. Dogpile, http://www.dogpile.com.
7. He H., Meng W., Yu C., and Wu Z. WISE-Integrator: an automatic integrator of web search interfaces for e-commerce. Proceedings of the 29th VLDB Conference (VLDB 2003) (2003) 357-368
8. Liu F., Yu C., and Meng W. Personalized web search by mapping user queries to categories. Proceedings of the 11th International Conference on Information and Knowledge Management (CIKM'02) (2002) 558-565
9. Eirinaki M., Lampos C., Paulakis S., and Vazirgiannis M. Web personalization integrating content semantics and navigational patterns. Proceedings of the 6th ACM International Workshop on Web Information and Data Management (WIDM 2004) (2004) 72-79
10. Mulvenna M.D., Anand S.S., and Buchner A.G. Personalization on the net using web mining. Communications of the ACM 43 8 (2000) 123-125
11. Eirinaki M., Vazirgiannis M., and Varlamis I. SEWeP: using site semantics and a taxonomy to enhance the web personalization process. Proceedings of the 9th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD 2003) (2003) 99-108
12. Guarino N., Masolo C., and Vetere G. OntoSeek: content-based access to the web. IEEE Intelligent Systems 14 3 (1999) 70-80
13. Miller G.A. WordNet: a lexical database for English. Communications of the ACM 38 11 (1995) 39-41
14. Uschold M., and Gruninger M. Ontologies: principles, methods and applications. Knowledge Engineering Review 11 2 (1996) 93-155
15. Chandrasekaran B., Josephson J.R., and Benjamins V.R. What are ontologies and why do we need them?. IEEE Intelligent Systems 14 1 (1999) 20-26
16. D.L. McGuinness, F. van Harmelen, OWL web ontology language overview, 2004, http://www.w3.org/TR/2004/REC-owl-features-20040210.
17. XTM (XML Topic Maps 1.0), http://www.topicmaps.org/xtm/1.0.
18. DCMI (The Dublin Core Metadata Initiative), http://dublincore.org.
19. UNSPSC (The United Nations Standard Products and Services Code), http://www.unspsc.org.
20. Ozgur A., and Gundem T.I. Efficient indexing technique for XML-based electronic product catalogs. Electronic Commerce Research and Applications 5 1 (2006) 66-77
21. J.S. Yoo, Designing product recommendation function in e-marketplace system considering the sales/production policies of suppliers, MS Thesis, Yonsei University, Republic of Korea, 2005.
22. Jena 2-a semantic web framework, http://www.hpl.hp.com/semweb/jena.htm.
23. Castano S., Ferrara A., and Montanelli S. H-MATCH: an algorithm for dynamically matching ontologies in peer-based systems. Proceedings of the 1st VLDB International Workshop on Semantic Web and Databases (SWDB 2003) (2003) 231-250
24. Castano S., Ferrara A., Montanelli S., and Zucchelli D. HELIOS: a general framework for ontology-based knowledge sharing and evolution in P2P systems. Proceedings of the 2nd International Workshop on Web Semantics (WEBS) (2003) 597-603