상황인지 기반 최적화가 가능한 개인화된 모바일 웹서비스 구축을 위한 다중에이전트 접근법에 관한 연구 = A Multi-Agent Approach to Context-Aware Optimization for Personalized Mobile Web Service

다국어 초록 (Multilingual Abstract)

Recently the usage of mobile devices which enable the accessibility to Internet has been dramatically increased. Most of the mobile services. however, so far tend to be simple such as infotainment service. In order to fully taking advantage of wireless network and corresponding technology, personalized web service based on user's context could be needed. Meanwhile, optimization techniques have been vitally incorporated for optimizing the development and administration of electronic commerce. However, applying context-aware optimization mechanism to personalized mobile services is still very few. Hence, the purpose of this paper is to propose a methodology to incorporate optimization techniques into personalization services. Multi agent-based web service approach is considered to realize the methodology. To show the feasibility of the methodology proposed in this paper, a prototype system, CAMA-myOpt(Context-Aware Multi-Agent system for my Optimization), was implemented and adopted in mobile comparative shopping.

목차 (Table of Contents)

• Abstract
• 1. 서론
• 2. 상황인지 기반의 모바일 서비스 최적화
• 3. CAMA-myOptimization
• 4. 구현
• 5. 결론 및 추후 연구방향
• 참고문헌
• Appendix A. 서비스 온톨로지의 예

참고문헌 (Reference)

1 Bird, "Towards a Taxonomy of Multi- Agent Systems" 39 : 689-704, 1993

2 S. Sarkar, "The role of the management sciences in research on personalization" 49 (49): 1344-1362, 2003

3 Kintsch, "The Role of Knowledge in Discourse Comprehension：A Construction- Integration Model" 95 (95): 163-182, 1998

4 Wu, "Software agents for knowledge management：Coordinationin multi-agent supply chains and auctions" 20 (20): 51-64, 2001

5 Abowd, "Software Engineering Issues for Ubiquitous Computing" 75-84, 1999

6 Durfee, "Scaling up agent coordination strategies" 34 (34): 39-46, 2001

7 S.D, "Problem Formalization Techniques for Collaborative Systems" 25 (25): 231-242, 1995

8 F. Zambonelli, "Mobile agent coordination for distributed network management" 9 (9): 435-456, 2001

9 G. Wyeth, "MAPS：a system for multi-agent coordination" 14 (14): 37-50, 2000

10 K.C. Lee, "MACE：multi- agents coordination engine to resolve conflicts among functional units in an enterprise" 23 (23): 9-21, 2002

11 V. Trianni, "Learning fuzzy classifier systems for multi-agent coordination" 136 (136): 215-239, 2001

12 F.R. Quintana, "Improving multi-agent coordination with an approach based on a distributed rational decision-making model" 5 (5): 268-278, 2001

13 R. Krishnan, "E-Business and Management Science：Mutual Impacts (Part 1 of 2)" 49 (49): 1275-1286, 2003

14 H. Huosheng, "Coordination in Multi-Agent RoboCup Teams" Robotics and Autonomous Systems 36 (36): 67-86, 2001

15 G, "Context in Context Memory in Context" John Wiley 1988

16 M.H. Saeedi, "Computer- mediated communication：Problems and potentials of argumentation support systems" 26 (26): 287-306, 1999

17 N. Sadeh, "Applying case- based reasoning and multi-agent intelligent system to context-aware comparative shopping" 37 : 199-213, 2004

18 J. Lee, "An Agent-Based Framework for Building Decision Support Systems" 25 (25): 225-237, 1999

19 S. Goto, "A Multi-Agent Monitoring and Diagnostic System for TCP/IP-Based Network and its Coordination" 14 (14): 367-383, 2001