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Design Issues for Agent-Based Resource Locator Systems

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Practical Aspects of Knowledge Management (PAKM 2002)

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Abstract

While knowledge is viewed by many as an asset, it is often difficult to locate particular items within a large electronic corpus. This paper presents an agent based framework for the location of resources to resolve a specific query, and considers the associated design issue. Aspects of the work presented complements current research into both expertise finders and recommender systems. The essential issues for the proposed design are scalability, together with the ability to learn and adapt to changing resources. As knowledge is often implicit within electronic resources, and therefore difficult to locate, we have proposed the use of ontologies, to extract the semantics and infer meaning to obtain the results required. We explore the use of communities of practice, applying ontology-based networks, and e-mail message exchanges to aid the resource discovery process.

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References

  1. H. Alani, K. O’Hara and N. Shadbolt. ONTOCOPI: Methods and tools for identifying communities of practice Proceedings of 2002World Computer Congress, Intelligent Information Processing Stream, Montreal 2002

    Google Scholar 

  2. L. Argote. Organizational Learning: Creating, Retaining and Transferring Knowledge. Kluwer Academic Publishers, 1999. ISBN: 0-7923-8420-2.

    Google Scholar 

  3. I. Becerra-Fernandez. Facilitating the online search of experts at NASA using expert seeker people-finder. In I. Becerra-Fernandez, editor, Proceedings of the 3rd International Conference on Practical Aspects of Knowledge Management (PAKM2000), Basel, Switzerland, October 2000.

    Google Scholar 

  4. I. Becerra-Fernandez. The role of artificial intelligence technologies in the implementation of people-finder knowledge management systems. In S. Staab and D. O’Leary, editors, Proceedings of the Bringing Knowledge to Business Processes Workshop, AAAI Spring Symposium Series, Menlo Park, CA, USA, March 2000.

    Google Scholar 

  5. G.C. Bowker and S.L. Start. Sorting Things Out: Classification and its consequences. The MIT Press, England, 2000.

    Google Scholar 

  6. T. Davenport and L. Prusak. Working Knowledge: How Organizations Manage What They Know. Harvard Business School Press, MA,USA, 1998.

    Google Scholar 

  7. D. DeRoure, W. Hall, S. Reich, G. Hill, A. Pikrakis, and M. Stairmand. Memoir-an open distributed framework for enhanced navigation of distributed information. Information Processing and Management, 37:53–74, 2001.

    Article  Google Scholar 

  8. N. Ducheneaut and V. Bellotti. E-mail as habitat: An exploration of embedded personal information management. ACM Interactions, pages 30–38, October 2001.

    Google Scholar 

  9. N. Guarino, C. Masolo, and G. Vetere. OntoSeek: Content-Based Access to the Web. IEEE Intelligent Systems, 14(3):70–80, May 1999.

    Article  Google Scholar 

  10. Y. Kalfoglou, J. Domingue, E. Motta, M. Vargas-Vera, and S. Buckingham-Shum. MyPlanet: an ontology-driven Web-based personalised news service. In Proceedings of the IJCAI’01 workshop on Ontologies and Information Sharing, Seattle, USA, August 2001.

    Google Scholar 

  11. A. Kanfer, J. Sweet, and A. Schlosser. Humanizing the net: Social navigation with a “knowwho” e-mail agent. In Proceedings of the 3rd Conference on Human Factors and the Web, Denver, CO, USA, 1997.

    Google Scholar 

  12. H. Kautz, B. Selman, and A. Milewski. Agent amplified communication. In Proceedings of the 13th National Conference on Artificial Intelligence (AAAI’96),USA, pages 3–9, August 1996.

    Google Scholar 

  13. H. Kautz, B. Selman, and M. Shah. The hidden web. AI Magazine, 27(36), 1997.

    Google Scholar 

  14. S. Kim, W. Hall, and A. Keane. Natural language processing for expertise modelling in email communication. In Proceedings of the 3rd International Conference on Intelligent Data Engineering and Automated Learning, Manchester, England, 2002.

    Google Scholar 

  15. R. Kipling. “keep six honest...” a poem in the Elephant’s Child. In Just So Stories, 1902.

    Google Scholar 

  16. B. Krulwich and C. Burkley. The InfoFinder Agent: Learning User Interests through Heuristic Phrase Extraction. IEEE Intelligent Systems, 12(5):22–27, 1997.

    Google Scholar 

  17. M. Maybury, R. Damore, and D. House. Awareness of organizational expertise. Technical report, MITRE, October 2000.

    Google Scholar 

  18. D.W. McDonald and M.S. Ackerman. Just talk to me: A field study of expertise location. In Proceedings of the 1998 ACM Conference on Computer Supported Cooperative Work (CSCW), pages 14–18, 1998.

    Google Scholar 

  19. L.D. McGuinness. Ontological Issues for Knowledge-Enhanced Search. In N. Guarino, editor, Proceedings of the 1st International Conference on Formal Ontology in Information Systems(FOIS’98), Trento, Italy, pages 302–316. IOS Press, June 1998.

    Google Scholar 

  20. P. Maes Agents that ReduceWork and Information Overload In Software Agents ed. B Jeffrey, 1997

    Google Scholar 

  21. M. Newman. Who is the best connected scientist? a study of scientific coauthorship networks. Physics Review, E64, 2001.

    Google Scholar 

  22. K. O’Hara, H. Alani, and N. Shadbolt. Identifying Communities of Practice: Analysing Ontologies as Networks to Support Community Recognition Proceedings of theWorld Computer Congress, 2002

    Google Scholar 

  23. D. O’Leary. How knowledge reuse informs effective system design and implementation. IEEE Intelligent Systems, 16(1):44–49, January 2001.

    Article  Google Scholar 

  24. G. Power, R. Damper, W. Hall. and G. Wills Realism and Naturalness in a Conversational Multi-Modal Interface In Proceedings of the IDS02, ISCA Tutorial and Research Workshop on Multi-Modal Dialogue in Mobile Environments Kloster Irsee, Germany, June 17–19, 2002

    Google Scholar 

  25. P. Resnick and H.R. Varian. Recommender systems. Communications of the ACM, 40(3):56–58, March 1997.

    Article  Google Scholar 

  26. R. Sol and J. Serra. Netexpert:A multiagent system for expertise location. In Proceedings of the IJCAI-01 Workshop on Knowledge Management and Organizational Memories, Seattle, USA, August 2001.

    Google Scholar 

  27. Y. Sure, A. Maedche, and S. Staab. Leveraging Corporate Skill Knowledge-From ProPer to OntoProPer. In Proceedings of the 3rd International Conference on Practical Aspects of Knowledge Management(PAKM2000), Basel, Switzerland, October 2000.

    Google Scholar 

  28. A. Vivacqua and H. Lieberman. Agents to assist in finding help. In Proceedings of the 2000 ACM Conference on HCI, The Hague, Netherlands, pages 65–72, April 2000.

    Google Scholar 

  29. M. Weal, G. Hughes, D. Millard, and L. Moreau. Open hypermedia as a navigational interface to ontological information spaces. In Proceedings of the 20th ACM Conference on Hypertext and Hypermedia (HT’01), Aarchus, Denmank, pages 227–236, August 2001.

    Google Scholar 

  30. E. Williams. E-mail and the effect of future developments. First Monday, 4(8), 1999.

    Google Scholar 

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© 2002 Springer-Verlag Berlin Heidelberg

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Wills, G., Alani, H., Ashri, R., Crowder, R., Kalfoglou, Y., Kim, S. (2002). Design Issues for Agent-Based Resource Locator Systems. In: Karagiannis, D., Reimer, U. (eds) Practical Aspects of Knowledge Management. PAKM 2002. Lecture Notes in Computer Science(), vol 2569. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36277-0_15

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  • DOI: https://doi.org/10.1007/3-540-36277-0_15

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00314-4

  • Online ISBN: 978-3-540-36277-7

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