Abstract
The global information management scenario requires support systems which help the user in discovering interesting information contained in heterogeneous sources spread through all over the world. In the present paper, we introduce the notion of hierarchical global concepts to support the flexible management of imprecise and heterogeneous representation of information. In particular, we show how the characteristics of a cluster hierarchy can be exploited in the query reformulation phase in order to comply with the user imprecise and uncertain information requirements. The technique has been implemented in a FIPA compliant multi-agent system, with a mediator-like architecture.
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References
Abasolo, G.M., Gomez, M.: MELISA. An ontology-based agent for information retrieval in medicine. In Proc. ECDL 2000 Workshop on the Semantic Web, Lisbona, Portugal, Sep. 2000.
Braga, R.M.M., Werner, C.M.L., Mattoso, M.: Using ontologies for domain information retrieval. In AAAI Press, editor, Proc. 11th Int. Work. on Database and Expert Systems Applications, pages 836–840, 2000.
Bright, M.W., Hurson, A.R., Pakzad, S.: Automatic Resolution of Semantic Heterogeneity in Multidatabases. ACMT rans. on Databases Systems, June 1994.
Castano, S., De Antonellis, V.: A Schema Analysis and Reconciliation Tool Environment for Heterogeneous Databases. In Proc. Int. Symp. on Database Engineering and Applications (IDEAS’99), pages 53–62, 1999.
Cazalens, S., Desmontils, E., Jacquin, C., Lamarre, P.: AWeb site indexing process for an Internet information retrieval agent system. In Proc. 1st International Conference on Web Information Systems Engineering, pages 254–258 vol.1, 2000.
Chang, C.K., Garcia-Molina, H.: Approximate Query Translation Across Heterogeneous Information Sources. In 26th International Conference on Very Large Databases (VLDB’00), pages 566–577, Cairo, Egypt, 2000.
Chu, W.W., Yang, H., Chiang, K., Minock, M., Chow, G., Larson, C.: CoBase: A Scalable and Extensible Cooperative Information System. Jour. of Int. Info. Sys., 6(1), 1996.
Diamantini, C., Panti, M.: A Conceptual Indexing Method for Content-Based Retrieval. In R.R. Wagner A.M. Tjoa, A. Cammelli, editor, Proc. 10th Int. Work. on Database and Expert Systems Applications, pages 192–197, Firenze, Italy, Sept. 1999. IEEE Press.
Diamantini, C., Panti, M.: Exploiting Hierarchical Global Views for Query Reformulation. In Proc. 3rd IEEE Know. and Data Eng. Exch. Workshop (KDEX’99), Chicago, U.S.A., Nov. 1999. IEEE Press.
Ellmer, E., Huemer, C., Merkl, D., Pernul, G.: Neural Network Technology to Support View Integration. In M. Papazoglou, editor, Proc. 14th International Conference on Object-Oriented and Entity-Relationship Modeling (OOER95), LNCS n. 1021, pages 181–190, 1985.
Fensel, D., Horrocks, I., Van Harmelen, F., Decker, S., Erdmann, M., Klein, M.: OIL in a Nutshell. In R. Dieng et al., editor, Proc. of the European Knowledge Acquisition Conference (EKAW-2000), LNAI. Springer-Verlag, Oct. 2000.
Garcia-Molina, H., Papakonstantinou, Y., Quass, D., Rajaraman, A., Sagiv, Y., Ullman, J.V., Vassalos, Widom, J.: The TSIMMIS approach to mediation: data models and languages. Journ. of Int. Info. Sys., 8:117–132, 1997.
Gravano, L., Papakonstantinou, Y.: Mediating and Metasearching on the Internet. Bulletin of the Technical Committee on Data Engineering, 21(2):28–36, June 1998.
Guarino, N., Masolo, C., Vetere, G.: OntoSeek: content-based access to the Web. IEEE Intelligent Systems, 14(3):70–80, 1999.
Gruber, T: The role of a common ontology in achieving sharable, reusable knowledge bases. In Proc. 2nd Int. Conf. on Principles of Knowledge Representation and Reasoning, Cambridge, CA, 1991.
Li, W., Clifton, C.: Semantic Integration in Heterogeneous Databases Using Neural Networks. In Proc. of the 20th Int. Conf. on Very Large Databases (VLDB’94), Santiago, Chile, September 1994.
Ram, S.: Special issue on heterogenous distributed database systems. IEEE Computer Magazine, 24(12), December 1991.
Scheuermann, P., Li, W.S., Clifton, C.: Dynamic Integration and Query Processing with Ranked Role Sets. In Proc. 1st IFCIS Int. Conf. on Coop. Info. Sys. (CoopIS’96), pages 157–166, Brussel, Belgium, June 19-21 1996. IEEE Press.
Sheth, A., Larson, J.: Federated database systems for managing distributed, heterogeneous, and autonomous databases. ACMComputing Surveys, 22(3):183–236, 1990.
Staab, S., Erdmann, M., Maedche, A., Decker, S.: An Extensible Approach for Modeling Ontologies in RDF(S). In Proc. of ECDL 2000 Workshop on the Semantic Web, Lisbona, Portugal, Sep. 2000.
Visser, P.R.S., Jones, D.M., Beer, M.D., Bench-Capon, T.J.M, Diaz, B.M., Shave, M.J.R: Resolving Ontological Heterogeneity in the KRAFT Project. In A.M. Tjoa T. Bench-Capon, G. Soda, editor, Proc. 10th Int. Conf. on Database and Expert Systems Applications (DEXA’99), pages 668–677, Florence, Italy, Sept. 1999. Springer-Verlag.
Van Rijsbergen, C.J.: Information Retrieval. Butterworths, 1997.
Wiederhold, G.: Mediators in the Architecture of Future Information Systems. IEEE Computer Magazine, 25:38–49, March 1992.
Yu, C., Sun, W., Dao, S., Keirsey, D.: Determining Relationships Among Attributes for Inter-Operability of Multi-Database Systems. In Proc. 1st Int. Work. on Interoperability in Multidatabase Sys., Los Alamitos, CA, 1991. IEEE Press.
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Diamantini, C., Panti, M. (2001). ANKON: A Multi-agent System for Information Gathering. In: Mayr, H.C., Lazansky, J., Quirchmayr, G., Vogel, P. (eds) Database and Expert Systems Applications. DEXA 2001. Lecture Notes in Computer Science, vol 2113. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44759-8_60
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DOI: https://doi.org/10.1007/3-540-44759-8_60
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