Recommending Trustworthy Knowledge in KMS by Using Agents

Knowledge Management is a critical factor for companies worried about increasing their competitive advantage. Because of this, companies are acquiring knowledge management tools that help them manage and reuse their knowledge. One of the mechanisms most commonly used with this goal is that of Knowledge Management Systems. However, sometimes Knowledge Management Systems are not very used by the employees, who consider that the knowledge stored is not very valuable. In order to avoid it, in this paper we propose a three-level multi-agent architecture based on the concept of communities of practice, with the idea of providing the most trustworthy knowledge to each person according to the reputation of the knowledge source. Moreover, a prototype that demostrates the feasibility of our ideas is described.

[1]  D. Collard,et al.  Trust : making and breaking cooperative relations , 1989 .

[2]  Etienne Wenger,et al.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[3]  Tok Wang Ling,et al.  Conceptual Modeling for Advanced Application Domains , 2004, Lecture Notes in Computer Science.

[4]  J. Owen,et al.  Information Science and Knowledge Management , 2007 .

[5]  George Lawton Internet Appliances Struggle for Acceptance , 2001, Computer.

[6]  Nicholas R. Jennings Agent-Oriented Software Engineering , 1999, MAAMAW.

[7]  Ricardo Imbert,et al.  When Emotion Does Not Mean Loss of Control , 2005, IVA.

[8]  Klaus Herrmann,et al.  TAKEUP: Trust-Based Agent-Mediated Knowledge Exchange for Ubiquitous Peer Networks , 2003, AMKM.

[9]  Lutz Kolbe,et al.  Measuring the utilization of collaboration technology for knowledge development and exchange in virtual communities , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[10]  Lik Mui,et al.  Notions of reputation in multi-agents systems: a review , 2002, AAMAS '02.

[11]  Andreas Abecker,et al.  Agent-Mediated Knowledge Management , 2004, Lecture Notes in Computer Science.

[12]  Dorothy E. Leidner,et al.  Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues , 2001, MIS Q..

[13]  Michael Wooldridge,et al.  Agent-Oriented Software Engineering: The State of the Art , 2009, AOSE.

[14]  E. Wenger Communities of Practice: Learning, Meaning, and Identity , 1998 .

[15]  M. Huysman,et al.  Knowledge Sharing in Practice , 2002, Information Science and Knowledge Management.

[16]  Robert W. Brennan,et al.  An architecture for metamorphic control of holonic manufacturing systems , 2001, Comput. Ind..

[17]  Stephen Hailes,et al.  Supporting trust in virtual communities , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[18]  Dale E. Zand The Leadership Triad: Knowledge, Trust, and Power , 1996 .

[19]  Kevin C. Desouza,et al.  Managing Knowledge in Global Software Development Efforts: Issues and Practices , 2006, IEEE Software.

[20]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[21]  Diego Gambetta Can We Trust Trust , 2000 .

[22]  Andreas Abecker,et al.  Agent Technology for Distributed Organizational Memories: The Frodo Project , 2003, ICEIS.

[23]  Hiroshi Nakajima,et al.  Emotion Model for Life-Like Agent and Its Evaluation , 1998, AAAI/IAAI.

[24]  Julita Vassileva,et al.  Trust and reputation model in peer-to-peer networks , 2003, Proceedings Third International Conference on Peer-to-Peer Computing (P2P2003).

[25]  George Lawton,et al.  Knowledge Management: Ready for Prime Time? , 2001, Computer.

[26]  Stephen Marsh,et al.  Formalising Trust as a Computational Concept , 1994 .

[27]  Jorge J. Gómez-Sanz,et al.  A Sociological Framework for Multi-agent Systems Validation and Verification , 2004, ER.

[28]  Ric Jentzsch,et al.  Computational Intelligence Techniques Driven Intelligent Agents for Web Data Mining and Information Retrieval , 2004 .

[29]  James Nebus FRAMING THE KNOWLEDGE SEARCH PROBLEM: WHOM DO WE CONTACT, AND WHY DO WE CONTACT THEM? , 2001 .