Hybrid reasoning-based system for collaborative decision-making

被引：0
作者：
Adla A. [1 ,2 ]
机构：
[1] LISI, University of Poitiers, Poitiers
[2] Department of Computer Science, University of Oran, Oran
来源：
International Journal of Reasoning-based Intelligent Systems | 2011年 / 3卷 / 3-4期
关键词：
Case-based reasoning; Collaborative decision-making; Group decision support systems; Hybrid reasoning intelligent systems; Shared collective memory;
D O I：
10.1504/IJRIS.2011.043545
中图分类号：
学科分类号：
摘要：
Collaborative activities such as coordination, decision-making and negotiation critically depend on historical knowledge of an organisation. Previous research in collaborative activities has proposed the use of collective memory to accumulate, organise, preserve, link and share diverse knowledge coming from past experiences, and thus support such collaborative activities. In this paper we describe a hybrid reasoning-based system for collaborative decisionmaking which combines a case-based reasoning method and a model-based reasoning method. The main goals are to reduce the time required to come to a decision, particularly, in a contingency situation, to compensate for lack of experience of young operators, and to distribute available experience to different sites. Copyright © 2011 Inderscience Enterprises Ltd.
引用
收藏
页码：205 / 211
页数：6
相关论文
共 18 条
  • [1] Aamodt A., Plaza E., Case-based reasoning: Foundational issues, methodological variations, and system approaches, AI Communications, 7, 1, pp. 39-59, (1994)
  • [2] Adla A., Aide à la Facilitation Pour une Prise de Décision Collective: Proposition d'un Modèle et d'un Outil, (2010)
  • [3] Adla A., Soubie J.-L., Zarate P., A cooperative intelligent decision support system for boilers combustion management based on a distributed architecture, Journal of Decision Systems (JDS), 16, 2, pp. 241-263, (2007)
  • [4] Adla A., Zarate P., Soubie J.-L., A proposal of toolkit for GDSS facilitators, Group Decision and Negotiation, 20, 1, pp. 57-77, (2011)
  • [5] Day G.S., The capabilities of market-driven organizations, Journal of Marketing, 58, pp. 37-52, (1994)
  • [6] Hackathorn R.D., Keen P.G.W., Organizational strategies for personal computing in decision support systems, MIS Quarterly, 5, 3, pp. 21-27, (1981)
  • [7] Hackbarth G., Grover V., The knowledge repository: Organizational memory information systems, Information Systems Management, 16, 3, pp. 21-31, (1999)
  • [8] Hasemana W.D., Nazaretha N.D., Paulb S., Implementation of a group decision support system utilizing collective memory, Information & Management, 42, 4, pp. 591-605, (2005)
  • [9] Holsapple C.W., Whinston A.B., Decision Support Systems: A Knowledge-Based Approach, (1996)
  • [10] Linger H., Burstein F., Learning in organizational memory systems: An intelligent decision support perspective, Proceeding of 31st Hawaii International Conference on System Sciences, pp. 200-208, (1998)
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