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Recommending Trustworthy Knowledge in KMS by Using Agents

  • Conference paper
Software and Data Technologies (ICSOFT 2007, ENASE 2007)

Abstract

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.

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References

  1. Zand, D.: The Leadership Triad: Knowledge, Trust and Power. Oxford University Press, Oxford (1997)

    Google Scholar 

  2. Alavi, M., Leidner, D.E.: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues. MIS Quarterly 25(1), 107–136 (2001)

    Article  Google Scholar 

  3. Nebus, J.: Framing the Knowledge Search Problem: Whom Do We Contact, and Why Do We Contact Them? In: Academy of Management Best Papers Proceedings, pp. 1–7 (2001)

    Google Scholar 

  4. Lawton, G.: Knowledge Management: Ready for Prime Time? Computer 34(2), 12–14 (2001)

    Article  Google Scholar 

  5. Desouza, K., Awazu, Y., Baloh, P.: Managing Knowledge in Global Software Development Efforts: Issues and Practices. IEEE Software, 30–37 (2006)

    Google Scholar 

  6. Huysman, M., Wit, D.: Knowledge Sharing in Practice. Information Science and Knowledge Management. Springer, Heidelberg (2002)

    Book  Google Scholar 

  7. Wenger, E.: Communities of Practice: Learning Meaning, and Identity. Cambridge University Press, New York (1998)

    Book  Google Scholar 

  8. van Elst, L., Dignum, V., Abecker, A. (eds.): Agent-Mediated Knowledge Management. LNCS, vol. 2926. Springer, Heidelberg (2004)

    Google Scholar 

  9. Mohammadian, M.: Computational Intelligence Techniques Driven Intelligent Agents for Web Data Mining and Information Retrieval. In: Intelligent Agents for Data Mining and Information Retrieval, pp. 15–29. IDEA Group Publishing (2004)

    Google Scholar 

  10. Wooldridge, M., Jennings, N.: Intelligent Agents: Theory and Practice. Knowledge Engineering Review 10(2), 115–152 (1995)

    Article  Google Scholar 

  11. Mercer, S., Greenwood, S.: A Multi-Agent Architecture for Knowledge Sharing. In: Proceedings of the Sixteenth European Meeting on Cybernetics and Systems Research (2001)

    Google Scholar 

  12. Balasubramanian, S., Brennan, R., Norrie, D.: An Architecture for Metamorphic Control of Holonic Manufacturing Systems. Computers in Industry 46(1), 13–31 (2001)

    Article  Google Scholar 

  13. Encinas, J.C., García, A., Abarca, A.: Application of a RFID enhanced Multi-Agent Systems for the Control of a Distribution Center. In: Proceedings of 4th International Conference on Digital Enterprise Technology, pp. 454–460. Bath, UK (2007)

    Google Scholar 

  14. Abecker, A., Bernardi, A., van-Elst, L.: Agent Technology for Distributed Organizational Memories: The Frodo Project. In: Proceedings of 5th International Conference on Enterprise Information Systems (ICEIS), Angers France, vol. 2, pp. 3–10 (2003)

    Google Scholar 

  15. Wooldridge, M., Ciancarini, P.: Agent-Oriented Software Engineering: The State of the Art. In: Wooldridge, M., Ciancarini, P. (eds.) Agent Oriented Software Engineering. LNCS (LNAI), vol. 1975. Springer, Heidelberg (2001)

    Google Scholar 

  16. Fuentes, R., Gómez-Sanz, J., Pavón, J.: A Social Framework for Multi-agent Systems Validation and Verification. In: Wang, S., Tanaka, K., Zhou, S., Ling, T.-W., Guan, J., Yang, D.-q., Grandi, F., Mangina, E.E., Song, I.-Y., Mayr, H.C. (eds.) ER Workshops 2004. LNCS, vol. 3289, pp. 458–469. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  17. Abdul-Rahman, A., Hailes, S.: Supporting Trust in Virtual Communities. In: Proceedings of the 33rd Hawaii International Conference on Systems Sciences (HICSS), vol. 6. IEEE Computer Society, Washington (2000)

    Google Scholar 

  18. Schulz, S., Herrmann, K., Kalcklosch, R., Schowotzer, T.: Trust-Based Agent -Mediated Knowledge Exchange for Ubiquitous Peer Networks (AMKM). LNCS (LNAI), vol. 2926, pp. 89–106 (2003)

    Google Scholar 

  19. Wang, Y., Vassileva, J.: Trust and Reputation Model in Peer-to-Peer Networks. In: Third International Conference on Peer-to-Peer Computing (P2P 2003), p. 150 (2003)

    Google Scholar 

  20. Barber, K., Kim, J.: Belief Revision Process Based on Trust: Simulation Experiments. In: 4th Workshop on Deception, Fraud and Trust in Agent Societies, Montreal Canada (2004)

    Google Scholar 

  21. Gambetta, D.: Can We Trust Trust? In: Gambetta, D. (ed.) Trust: Making and Breaking Cooperative Relations, pp. 213–237 (1988)

    Google Scholar 

  22. Marsh, S.: Formalizing Trust as a Computational Concept. PhD Thesis, University of Stirling (1994)

    Google Scholar 

  23. Ushida, H., Hirayama, Y., Nakajima, H.: Emotion Model for Life like Agent and its Evaluation. In: Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference (AAAI 1998 / IAAI 1998), Madison, Wisconsin, USA, pp. 8–37 (1998)

    Google Scholar 

  24. Imbert, R., de Antonio, A.: When emotion does not mean loss of control. In: Panayiotopoulos, T., Gratch, J., Aylett, R.S., Ballin, D., Olivier, P., Rist, T. (eds.) IVA 2005. LNCS, vol. 3661, pp. 152–165. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  25. Wasserman, S., Glaskiewics, J.: Advances in Social Networks Analysis. Sage Publications, Thousand Oaks (1994)

    Book  Google Scholar 

  26. Mui, L., Halberstadt, A., Mohtashemi, M.: Notions of Reputation in Multi-Agents Systems: A Review. In: International Conference on Autonomous Agents and Multi-Agents Systems (AAMAS), pp. 280–287 (2002)

    Google Scholar 

  27. Geib, M., Braun, C., Kolbe, L., Brenner, W.: Measuring the Utilization of Collaboration Technology for Knowledge Development and Exchange in Virtual Communities. In: Proceedings of the 37th Annual Hawaii International Conference on Systems Sciences (HICSS), vol. 1 (2004)

    Google Scholar 

  28. McDermott, R.: Measuring the Impact of Communities. Knowledge Management 5(2), 26–29 (2002)

    MathSciNet  Google Scholar 

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Soto, J.P., Vizcaíno, A., Portillo-Rodríguez, J., Piattini, M. (2008). Recommending Trustworthy Knowledge in KMS by Using Agents. In: Filipe, J., Shishkov, B., Helfert, M., Maciaszek, L.A. (eds) Software and Data Technologies. ICSOFT ENASE 2007 2007. Communications in Computer and Information Science, vol 22. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88655-6_22

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  • DOI: https://doi.org/10.1007/978-3-540-88655-6_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-88654-9

  • Online ISBN: 978-3-540-88655-6

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