An utility range-based similar product recommendation algorithm for collaborative companies

Expert Systems with Applications

Volumn 27, Issue 4, 2004, Pages 549-557

  Choi, Sang Hyun ^a   Cho, Yoon Ho ^b  

^a Gyeongsang National University   (South Korea)

^b Kookmin University   (South Korea)

Author keywords

Collaborative business; Product recommendation; Product taxonomy; Similar product; Utility

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CUSTOMER SATISFACTION; DATABASE SYSTEMS; ELECTRONIC COMMERCE; INFORMATION ANALYSIS; INTERNET; MARKETING; PRODUCT DEVELOPMENT; TELECOMMUNICATION SYSTEMS;

COLLABORATIVE BUSINESS; PRODUCT RECOMMENDATIONS; PRODUCT TAXONOMY; SIMILAR PRODUCT; UTILITY;

COMPUTER SUPPORTED COOPERATIVE WORK;

EID: 4544293355     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2004.05.017     Document Type: Article

References (23)

1. Adomavicius G., Tuzhilin A. Expert-driven validation of rule-based user models in personalization applications. Data Mining and Knowledge Discovery. 5:(1-2):2001;33-58.
2. Brew C. Systemic classification and its efficiency. Computational Linguistics. 17:(4):1991;375-408.
3. Cho Y.H., Kim J.K., Kim S.H. A personalized recommender system based on Web usage mining and decision tree induction. Expert Systems with Applications. 23:(3):2002;329-342.
4. Doorenbos R.B., Etzioni O., Weld D.S. A scalable comparison shopping agent for the World Wide Web. Proceedings of the First International Conference on Autonomous Agent. 1997;39-48.
5. Dyer J.S., Sarin R.K. Measurable multiattribute value functions. Operational Research. 27:(4):1979;810-822.
6. Eum Y.S., Park K.S., Kim S.H. Establishing dominance and potential optimality in multi-criteria analysis with imprecise weight and value. Computers and Operations Research. 28:2001;397-409.
7. Grieger M. Electronic marketplace: a literature review and a call for supply chain management research. European Journal of Operational Research. 144:2003;280-294.
8. Iyengar A., Dias D. Distributed virtual malls on the World Wide Web. International Conference on Distributed Computing Systems. 1998;58-65.
9. Javalgi R., Ramsey R. Strategic issues of e-commerce as an alternative global distribution system. International Marketing Review. 18:(4):2001;376-391.
10. Kalakota R., Whinston A.B. Electronic commerce: A manager's guide. 1996;Addison Wesley, Reading, MA.
11. Keeney R.L., Raiffa H. Decisions with multiple objectives: Preferences and value tradeoff. 1976;Wiley, New York.
12. Kim J.K., Choi S.H. An utility range based interactive group support system for multiattribute decision making. Computers and Operations Research. 28:(5):2001;485-503.
13. Park K.S., Kim S.H., Yoon W.C. Establishing strict dominance between alternatives with special type of incomplete information. European Journal of Operational Research. 96:1996;398-406.
14. Sarwar B., Karypis G., Konstan J., Riedl J. Analysis of recommendation algorithms for e-commerce. Proceedings of ACM E-Commerce 2000 Conference. 2000;158-167.
15. Sarwar B., Karypis G., Konstan J., Riedl J. Item-based collaborative filtering recommendation algorithm. Proceedings of the Tenth International World Wide Web Conference. 2001;285-295.
16. Schmid B.F. Requirements for electronic markets architecture. Electronic Markets. 7:(1):1997;3-6.
17. Schubert P. The pivotal role of community building in electronic commerce. Proceedings of the 33rd Hawaii International Conference on System Sciences. 2000;1.
18. Shyu M.M., Haruechaiyasak C., Chen S.C. Category cluster discovery from distributed WWW directories. Information Sciences. 155:2003;181-197.
19. Slabeva K.S., Schmid B.F. Internal electronic product catalogs: an approach beyond simple keywords and multimedia. Computer Networks. 32:2000;701-715.
20. Steinfield C., Klein S. Local vs. global issues in electronic commerce. Electronic Markets. 9:(1/2):1999;1-6.
21. Yang J., Choi J., Kim J., Ham H. A more scalable comparison shopping agent. Engineering of Intelligent Systems. 2000;766-772.
22. BargainFinder URL: http://www.bf.cstar.ac.com/bf.
23. Jango URL: http://www.jango.com.