On-line Recommendation Service Algorithm using Human Sensibility Ergonomics

감성공학을 이용한 온라인 추천 서비스 알고리즘

  • 임치환 (서원대학교 경영학부 경영정보학과)
  • Published : 2004.03.01

Abstract

To be successful in increasingly competitive Internet marketplace, it is essential to capture customer loyalty. This paper deals with an intelligent agent approach to incorporate customer's sensibility into an one-to-one recommendation service in on-line shopping mall. In this paper the focus of interest is on-line recommendation service algorithm for development of Human Sensibility based web agent system. The recommendation agent system composed of seven services including specialized algorithm. The on-line recommendation service algorithm use human sensibility ergonomics and on-line preference matching technologies to tailor to the customer the suggestion of goods and the description of store catalog. Customizing the system's behavior requires the parallel execution of several tasks during the interaction (e.g., identifying the customer's emotional preference and dynamically generating the pages of the store catalog). Most of the present shopping malls go through the catalog of goods, but the future shopping malls will have the form of intelligent shopping malls by applying the on-line recommendation service algorithm.

Keywords

References

  1. 박경수, 감성공학 및 감각생리, 영지문화사, 2000
  2. 신봉기, 김영환, '웹 에이전트', 정보과학회지, 15(3), 1997
  3. 이구형, '감성공학의 개념과 연구 및 응용 방법', 대한인간공학회지, 17(1), 1998
  4. 이재규, 최형림, 김현수, 이경전, 전자상거래원론, 법영사, 1999
  5. 임치환, 정규웅, 고봉기, 윤정훈, '감성공학을 이용한 온라인 추천 에이전트 시스템', 한국산업경영시스템학회 2003년 춘계학술대회 발표논문집, 공주대학교, 2003
  6. 최중민, '에이전트의 개요와 연구방향', 정보과학회지, 15(3), 1997
  7. Ardissono, L., Barbero, C., Goy, A and Petrone, G., 'An Agent Architecture for Personalized Web Stores', Proceedings of ACM Autonomous Agents 1999 conference, 182-189, 1999
  8. Choi, H.R., Kim, H.S., Park, Y.J., Kim, K.H., Joo, M.H. and Sohn, H.S., 'Architecture of a Sales Agent for Part Manufacturers in the Internet Environment: VMSA', Proceedings of the 1st International Conference on Electronic Commerce, 1998
  9. Kalakota, R. and Whinston, A., Frontiers of Electronic Commerce, Addison Wesley, 1996
  10. Rossi,G., Schwabe,D. and Guimaraes,R.,'Designing Personalized Web Applications', Proceedings of the 10th International World Wide Web conference, Elsevier, 275-284, 2001
  11. Saaty, T. L., Analytic Hierarchy Process, Mcgraw-Hill, 1980
  12. Sarwar, B. Karypis, G, Konstan, J and Riedl, J., 'Analysis of Recommendation Algorithms for E-Commerce', Proceedings of ACM E-Commerce 2000 conference, 158-167, 2000
  13. Smyth, B. and Cotter, P., 'A Personalized Television Listings Service[', Communications of the ACM, 43(8) : 107-111, 2000
  14. Wright, J., Weixelbaum, E., Vesonder,G., Brown, K., Palmer, s., Berman, J., and Moore, H., 'A Knowledge-based Configurator That Supports Sales, Engineering, and Manufacturing at AT&T Network Systems', AI Magazine, 14(3) : 69-80, 1993