CAKES-NEGO: Causal knowledge-based expert system for B2B negotiation

Expert Systems with Applications

Volumn 35, Issue 1-2, 2008, Pages 459-471

  Lee, Kun Chang ^a   Kwon, Soonjae ^a  

^a Sungkyunkwan University   (South Korea)

Author keywords

B2B negotiation; Causal knowledge; Cognitive map; Expert system; Fuzzy cognitive map; Inference; Negotiation terms; Tacit knowledge

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; CONFORMAL MAPPING; DECISION MAKING; DECISION SUPPORT SYSTEMS; EXPERT SYSTEMS; FUZZY RULES; FUZZY SYSTEMS; INFERENCE ENGINES; INFORMATION TECHNOLOGY; INFORMATION THEORY; INTERNET; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; MANAGEMENT INFORMATION SYSTEMS; MAPS; MICROFLUIDICS; PAPER; PROBLEM SOLVING; STATISTICAL TESTS;

(E ,3E) PROCESS; APPLICATION DOMAINS; BUSINESS TO BUSINESS (B2B) COMMERCE; CAUSAL RELATIONSHIPS; COGNITIVE MAPPING; COGNITIVE MAPS; COGNITIVE MAPS (CM); DECISION MAKER (DM); DECISION PERFORMANCE; DECISION PROCESS (DP); ELSEVIER (CO); FUZZY COGNITIVE MAP (FCM); ILLUSTRATIVE EXAMPLES; KNOWLEDGE-BASED EXPERT SYSTEMS; NEGOTIATION MECHANISM; NEGOTIATION PROCESSES; NEGOTIATION SUPPORT SYSTEMS; TACIT KNOWLEDGE;

FUZZY LOGIC;

EID: 44949105485     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.07.035     Document Type: Article

References (57)

1. Alavi M. An assessment of the concept of decision support systems as viewed by senior-level executives. MIS Quarterly 6 4 (1982) 1-9
2. Aldag R.J., and Power D.J. An empirical assessment of computer-assisted decision analysis. Decision Science 17 4 (1986) 572-588
3. Axelrod R. Structure of decision: The cognitive maps of political elites (1976), Princeton University Press, Princeton, USA
4. Bakos Y. The emerging role of electronic marketplaces on the Internet. Communications of the ACM 41 8 (1998) 35-42
5. Baroudi J.J., and Orlikowski W.J. The problem of statistical power in MIS research. MIS Quarterly 13 1 (1989) 87-106
6. Bougon M. Congregate cognitive maps: A unified dynamic theory of organization and strategy. Journal of Management Studies 29 3 (1992) 369-389
7. Carlsson C., and Walden P. Cognitive maps and a hyper knowledge support system in strategic management. Group Decision and Negotiation 6 7 (1996) 7-36
8. Chen J.L., and Stanney K.M. A theoretical model of way finding in virtual environments: Proposed strategies for navigational aiding. Presence-Teleoperators and Virtual Environments 8 6 (1999) 671-685
9. Chittaro L., Guida G., Tasso C., and Toppano E. Functional and teleological knowledge in the multimodeling approach for reasoning about physical systems: A case study in diagnosis. IEEE Transactions on Systems, Man, and Cybernetics 23 6 (1993) 1718-1751
10. Cox L.A. Knowledge acquisition for model building. International Journal of Intelligent Systems 8 (1993) 91-103
11. Dai Q., and Kauffman R.J. Business models for internet-based B2B electronic markets. International Journal of Electronic Commerce 6 4 (2002) 41-72
12. Eden C. Cognitive mapping: A review. European Journal of Operational Research 36 1 (1988) 1-13
13. Eden C. On the nature of cognitive maps. Journal of Management Studies 29 3 (1992) 261-265
14. Eden C., and Ackermann F. Strategic options development and analysis (SODA) - using a computer to help with the management of strategic vision. In: Miller G. (Ed). Knowledge-based management support systems (1989), Ellis Horwood, UK 198-207
15. Eden C., Jones S., and Sims D. Thinking in organizations (1979), Macmillian Press Ltd, London England
16. Eierman M.A., Niederman F., and Adams C. DSS theory: A model of constructs and relationships. Decision Support Systems 14 (1995) 1-26
17. Gruber T. Acquiring strategic knowledge from experts. International Journal of Man-Machine Studies 29 (1988) 735-741
18. Harsanyi J.C., and Selten R. A generalized nash solution for two-person bargaining games with incomplete information. Management Science 18 (1972) 80-106
19. Johnson, R. J., Briggs, R.O. (1994). A model of cognitive information retrieval for ill-structured managerial problems and its benefits for knowledge acquisition. In Proceedings of the Twenty-seventh Hawaii International Conference on System Sciences (pp. 191-200), Los Alamitos, CA, USA.
20. Kersten, G. E., Szpakowicz, S. (1998). Modeling Business Negotiations for Electronic Commerce. Intelligent Information Systems: Proceedings of the 7th Workshop (pp. 17-28), Warsaw: IPI PAN.
21. Kersten, M. J., Haley, M., Kersten, G. E. (2003). Developing Analytic, Cognitive and Linguistic Skills.
22. Kersten G.E., and Noronha S.J. WWW-based negotiation support: Design, implementation, and use. Decision Support Systems 25 2 (1999) 135-154
23. Khan M.S., and Quaddus M. Group decision support using fuzzy cognitive maps for causal reasoning. Group Decision and Negotiation 13 (2004) 463-480
24. Klein J.H., and Cooper D.F. Cognitive maps of decision-makers in a complex game. Journal of the Operational Research Society 33 1 (1982) 63-71
25. Kosko B. Neural networks and fuzzy systems: A dynamical systems approach to machine intelligence (1992), Prentice-Hall
26. Kraus S., and Subrahmanian V.S. Multiagent reasoning with probability, time, and beliefs. International Journal of Intelligent Systems 10 (1995) 459-499
27. Kwahk K.Y., and Kim Y.G. Supporting business process redesign using cognitive maps. Decision Support Systems 25 2 (1999) 155-178
28. Lee K.C., and Kim H.S. A fuzzy cognitive map-based bi-directional inference mechanism: An application to stock investment analysis. Intelligent Systems in Accounting, Finance and Management 6 (1997) 41-57
29. Lee K.C., and Kwon S.J. The use of cognitive maps and case-based reasoning for B2B negotiation. Journal of Management Information Systems 22 4 (2006) 337-376
30. Lee K.C., and Lee S. A cognitive map simulation approach to adjusting the design factors of the electronic commerce Web sites. Expert Systems with Applications 24 1 (2003) 1-11
31. Levin R.I., and David S.R. Statistics for management. Seventh ed. (1998), Prentice-Hall
32. Lincoln L.S., and Guba E.G. Naturalistic inquiry (1985), Sage Publications, Thousand Oaks, CA
33. Liu Z.Q., and Satur R. Contextual fuzzy cognitive map for decision support in geographic information systems. IEEE Transactions on Fuzzy Systems 7 5 (1999) 495-507
34. Luce R.D., and Raiffa H. Games and decisions: Introduction and critical survey (1957), Wiley, New York
35. Malone T.W., Yates J., and Benjamin R.I. Electronic markets and electronic hierarchies. In: Allen T.J., and Scott Morton M.S. (Eds). Information technology and the corporation of the 1990s (1994), Oxford University Press, New York 61-83
36. Montazemi A.R., and Conrath D.W. The use of cognitive mapping for information requirements analysis. MIS Quarterly 10 1 (1986) 45-56
37. Mussi S. Causal knowledge elicitation based on elicitation failures. IEEE Transactions on Knowledge and Data Engineering 7 5 (1995) 725-739
38. Nelson K.M., Nadkarni S., Narayanan V.K., and Ghods M. Understanding software operations support expertise: A revealed causal mapping approach. MIS Quarterly 24 3 (2000) 475-507
39. Noh J.B., Lee K.C., Kim J.K., Lee J.K., and Kim S.H. A case-based reasoning approach to cognitive map-driven tacit knowledge management. Expert Systems with Applications 19 4 (2000) 249-259
40. Park J.H., and Park S.C. Agent-based merchandise management in business-to-business electronic commerce. Decision Support Systems 35 3 (2003) 311-333
41. Pearl J. Probabilistic reasoning in intelligent systems: Networks of plausible inference (1988), Morgan Kaufmann Publishers
42. Ramaprasad A., and Poon E. A computerized interactive technique for mapping influence diagrams (MIND). Strategic Management Journal 6 4 (1985) 377-392
43. Rich E., and Knight K. Artificial intelligence (1991), McGraw-Hill, Inc, New York
44. Sandholm, T.W., & Lesser, V.R. (1995). Coalition formation among bounded rational agents. In Proceedings of 14th International Joint Conference on Artificial Intelligence (IJCAI).
45. Satur R., and Liu Z.Q. A context driven intelligent database processing system using object-oriented fuzzy cognitive maps. International Journal of Intelligent Systems 11 (1996) 671-689
46. Satur R., and Liu Z.Q. A contextual fuzzy cognitive map framework for geographic information systems. IEEE Transactions on Fuzzy Systems 7 5 (1999) 481-494
47. Sen, S., Sekaran, M. (1995). Multiagent coordination with learning classifier systems. In Proceedings of 14th International Joint Conference on Artificial Intelligence (IJCAI).
48. Subramaniam C., and Shaw M.J. A study of the value and impact of B2B E-commerce: The case of web-based procurement. International Journal of Electronic Commerce 6 4 (2002) 19-40
49. Sycara K. Negotiation planning: an AI approach. European Journal of Operational Research 46 (1990) 216-234
50. Ulengin F., Topcu Y.I., and Sahin S.O. An integrated decision aid system for Bosphorus water-crossing problem. European Journal of Operational Research 134 1 (2001) 179-192
51. Warren K. Exploring competitive futures using cognitive mapping. Long Range Planning 28 5 (1995) 10-21
52. Weick K.E. The social psychology of organization (1979), Addison Wesley, Reading MA
53. Wellman M. Inference in cognitive maps. Mathematics and computers in simulation 36 2 (1994) 137-148
54. Young O.R. Bargaining: Formal theories of negotiations (1975), University of Illinois Press, Illinois
55. Zhang W.R. Pool: a semantic model for approximate reasoning and its application in decision support. Journal of Management Information Systems 3 4 (1987) 65-78
56. Zhang W.R., Chen S.S., and Bezdek J.C. Pool2: A generic system for cognitive map development and decision analysis. IEEE Transactions on Systems, Man and Cybernetics 19 1 (1989) 31-39
57. Zhang W.R., Wang W., and King R.S. A-Pool: An agent-oriented open system shell for distributed decision process modeling. Journal of Organizational Computing 4 2 (1994) 127-154