Abstract
The research reported in this paper has both a scientific and a commercial aim. The scientific interest is to explore the use of contexts in order to improve the quality of information brokering. In this paper it is shown that contexts in information brokering can be exploited to enable four directions of query reformulation: up and down (standard query expansion) and sideway reformulations of the user request that can even involve going from one context to another.
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References
Bodner, R., Song, F.: Knowledge-based approaches to query expansion in information retrieval. In: McCalla, G. (ed.) Advances in Artificial Intelligence, pp. 146–150. Springer, New York (1996)
Boles, D., Dreger, M., Großjohann, K., Lohrum, S., Menke, D.: MeDoc Architektur und Funktionalität des MeDoc-Dienstes, Frei Universität Berlin (1999), http://www.inf.fuberlin.de/~medoc3/
Chavez, A., Maes, P.: Kasbah: An Agent Marketplace for Buying and Selling goods. In: Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, PAAM 1996, pp. 75–90. The Practical Application Company Ltd., Blackpool (1996)
Chavez, A., Dreilinger, D., Gutman, R., Maes, P.: A Real-Life Experiment in Creating an Agent Market Place. In: Proceedings of the Second International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, PAAM 1997, pp. 159–178. The Practical Application Company Ltd., Blackpool (1997)
Deerwester, S., Dumais, S.T., Furrnas, G.W., Landauer, T.K., Hashman, R.: Indexing by Latent Semantic Indexing. Journal of the American Society for Information Science 41(6) (1990)
Erikson, J., Finn, N.: Market Space: an open agent-based market infrastructure. Master’s Thesis, Computer Science Department, Uppsala University, Sweden (1997)
Gruber, T.: What is an Ontology? Knowledge Systems Laboratory, Computer Systems Dept., Stanford University, Stanford, CA94305, USA (1993)
Gruber, T.: Toward principles for the design of ontologies used for knowledge sharing. In: Guarino, N., Poli, R. (eds.) Formal Ontology in Conceptual Analysis and Knowledge Representation. Kluwer Academic Publishers, Dordrecht (1997)
Harman, D.: Relevant Feedback Revisited. In: Proceedings of the 15th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval, Copenhagen, pp. 1–10 (1992)
Jonker, C.M., Treur, J.: Compositional Design and Maintenance of Broker Agents. In: Cuena, J. (ed.) Proceedings of the 15th IFIP World Computer Congress, WCC 1998, Conference on Information Technology and Knowledge Systems, IT&KNOWS 1998, pp. 319–332 (1998)
Kahle, B., Medlar, A.: An Information System for Corporate Users: Wide Area Information Servers. Connexions - The Interoperability Report 5(11) (1991)
Kashyap, V., Sheth, A.: Schematic and Semantic Similarities between Database Objects: A Context based Approach, Technical Report TR-CS-95-001, LSDIS Lab, Department of Computer Science, University of Georgia (1995)
Klusch, M. (ed.): Intelligent Information Agents Agent-Based Information Discovery and Management on the Internet, p. 498. Springer, Berlin (1999)
Manber, U., Bigot, P.A.: The Search Broker, Department of Computer Science, University of Arizona (1999), http://sb.cs.arizona.edu/sb/paper.html
Manglano, V., Beaulieu, M., Robertson, S.: Evaluation of Interfaces for IRS: modelling end-user searching behaviour. In: 20th Collogquium on Information Retrieval, Grenble (1998), http://www.weic.org.uk/
Martin, D., Moran, D., Oohama, H., Cheyer, A.: Information Brokering in an Agent Architecture. In: Proceedings of the Second International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, PAAM 1997, pp. 467–486. The Practical Application Company Ltd, Blackpool (1997)
Magennis, M.: Expert rule-based query expansion, Presented at the British Computer Society Information Retrieval Specialist Interest Group Colloquium. Crewe, England (April 1995), http://ir.dcs.gla.ac.uk/publications/papers/Year/1995.html#magennis95a
Mena, E., Illarramendi, A., Kashyap, V., Sheth, A.: OBSERVER: An Approach for Query Processing in Global Information Systems based on Interoperation across Preexisting Ontologies, Distributed and Parallel Databases Journal (1999)
van Rijsbergen, C.J.: Information Retrieval, 2nd edn. Butterworths, London (1979)
Stasiak, D., Garrett Jr., J., Fenves, S.: A Broker for Environmental Regulations, Carnegie Mellon University (1999), http://www.ce.cmu.edu/GreenDesign/research/broker.html
Tsvetovatyy, M., Gini, M.: Toward a Virtual Marketplace: Architectures and Strategies. In: Proceedings of the First International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, PAAM 1996, pp. 597–613. The Practical Application Company Ltd, Blackpool (1996)
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Jonker, C.M., Vollebregt, A. (2000). ICEBERG: Exploiting Context in Information Brokering Agents. In: Klusch, M., Kerschberg, L. (eds) Cooperative Information Agents IV - The Future of Information Agents in Cyberspace. CIA 2000. Lecture Notes in Computer Science(), vol 1860. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45012-2_4
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DOI: https://doi.org/10.1007/978-3-540-45012-2_4
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