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Towards an Agent-Based Knowledge Management System

  • Marwan Altawil
  • Asma Moubaiddin
  • Nadim Obeid
Chapter
  • 521 Downloads
Part of the Studies in Computational Intelligence book series (SCI, volume 363)

Abstract

In this paper, we propose a knowledge management system that employs agents and case-based reasoning to extract tacit knowledge and support organizational learning and decision making at the level of individual workers, group workers and the whole organization. Agents will perform the tasks of inquiry, investigation, sharing and updating of knowledge bases, including previous similar cases, in order to help in finding the required knowledge for a specific problem. We have applied the system to develop a banking training assistant system and have run several experiments to measure a number of functionalities such as reliability, efficiency, the impact of weight parameters on extracted results, and the degree of match between the results produced by our system and the opinions of randomly selected experts in the chosen application.

Keywords

Knowledge Management Case-Based Reasoning Multi-Agent 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Marwan Altawil
    • 1
  • Asma Moubaiddin
    • 2
  • Nadim Obeid
    • 1
  1. 1.Department of Computer Information Systems, King Abdullah II School for Information TechnologyThe University of JordanJordan
  2. 2.Department of Linguistics, Faculty of Foreign LanguagesThe University of JordanJordan

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