Abstract
Information retrieval (IR) is challenging for a non-expert who operates in a technical area such as medical terminology. Since IR is essentially a decision making process, experience with the design of intelligent decision support systems is relevant. Intelligent agents can assist the user during decision making, and, by extension, in IR to locate the desired information. This paper presents an extension to an IR system for a medical application in which the user lacks the descriptive vocabulary needed to retrieve the resources. Agents continuously seek information on behalf of the user and are autonomous, proactive, communicative, mobile, goal-driven and persistent in order to retrieve information on behalf of the user.
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References
Sobroff, I.: Agent-based Information Retrieval, Accessed on from (February 6, 2006), http://www.cs.umbc.edu/abir/
Phillips-Wren, G.E., Forgionne, G.: Aided search strategy enabled by decision support. Information Processing and Management 42, 503–518 (2006)
Phillips-Wren, G.E., Forgionne, G.: Intelligent Decision Making in Information Retrieval. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3213, pp. 103–109. Springer, Heidelberg (2004)
Wang, Y.D.: A Decision Theoretic Approach to the Evaluation of Information Retrieval Systems, unpublished Ph.D. dissertation, University of Maryland Baltimore County, Baltimore, MD (2006)
Simon, H.: Administrative behavior (Original publication date 1945), 4th edn. The Free Press, New York (1977)
Forgionne, G.A.: Decision Technology Systems: A Vehicle to Consolidate Decision Making Support. Information Processing and Management 27, 679–797 (1991)
Kuhlthau, C.: Seeking Meaning: A Process Approach to Library and Information Services. Ablex Publishing Corporation, Norwood (1993)
Hess, T., Rees, L., Rakes, T.: Using Autonomous Software Agents to Create the Next Generation of Decision Support Systems. Decision Sciences 31, 1–31 (2000)
Phillips-Wren, G.E., Jain, L.C. (eds.): Intelligent Decision Support Systems in Agent-Mediated Environments. Frontiers in Artificial Intelligence and Applications, vol. 115. IOS Press, Amsterdam (2005)
Forgionne, G., Mora, M., Gupta, J. (eds.): Intelligent Decision-making Support Systems: Foundations, Applications and Challenges. Springer, Berlin (2006)
Negoita, M.G., Howlett, R.J., Jain, L.C.: Knowledge-Based Intelligent Information and Engineering Systems 8th International Conference Proceedings. LNCS (LNAI), pp. 3213–3214 (2004)
Rhodes, B., Maes, P.: Just-in-time information retrieval agents. IBM Systems Journal 39, 685–704 (2000)
Google, Accessed on February 2, 2006, from http://www.google.com/corporate/tenthings.html
NLM: National Library of Medicine Gateway. Accessed on February 1, 2006, from http://www.nlm.nih.gov/
Wang, Y.D., Phillips-Wren, G.E., Forgionne, G.: E-delivery of personalized healthcare information to intermediaries for suicide prevention. Int. J. Electronic Healthcare 1, 396–412 (2006)
PSN. Accessed on February 2, 2006, from http://www.preventingsuicide.com
Bradshaw, J. (ed.): Software Agents. The MIT Press, Cambridge (1997)
Huhns, M., Singh, M. (eds.): Readings in Agents. Morgan Kaufmann Publishers, Inc., San Francisco (1998)
Design-Ireland. Accessed on February 1, 2006, from http://www.design-ireland.net/index.php?http%3A//www.design-ireland.net/internet/browsing-13.php
Jennings, N., Woolridge, M. (eds.): Agent Technology: Foundations, Applications and Markets. Springer, Berlin (1998)
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Phillips-Wren, G. (2006). Agent-Enabled Decision Support for Information Retrieval in Technical Fields. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4252. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11893004_67
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DOI: https://doi.org/10.1007/11893004_67
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