Abstract
This paper exposes the results of our participation in INEX’06. Two runs were submitted to the Ad Hoc Thorough track obtained with Garnata, our Information Retrieval system for structured documents. We have implemented two different models based on Influence Diagrams, the SID and CID models. The result of this first participation has been very poor. In the paper, we describe the models, the system, and analyse the possible reason of such a bad performance.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
de Campos, L.M., Fernández-Luna, J.M., Huete, J.F.: The BNR model: foundations and performance of a Bayesian network-based retrieval model. Int. J. Appr. Reason 34, 265–285 (2003)
de Campos, L.M., Fernández-Luna, J.M., Huete, J.F.: Using context information in structured document retrieval: An approach using Influence Diagrams. Inform. Process. Manag. 40(5), 829–847 (2004)
de Campos, L.M., Fernández-Luna, J.M., Huete, J.F.: Improving the Context-based Influence Diagram for Structured Retrieval. In: Losada, D.E., Fernández-Luna, J.M. (eds.) ECIR 2005. LNCS, vol. 3408, pp. 215–229. Springer, Heidelberg (2005)
de Campos, L.M., Fernández-Luna, J.M., Huete, J.F., Romero, A.E.: Garnata: An Information Retrieval System for Structured Documents based on Probabilistic Graphical Models. In: IPMU. Proceedings of the Eleventh International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 1024–1031 (2006)
Jensen, F.V.: Bayesian Networks and Decision Graphs. Springer, Heidelberg (2001)
Witten, I.H., Moffat, A., Bell, T.C.: Managing Gigabytes. Morgan Kaufmann, San Francisco (1999)
Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo (1988)
Shachter, R.: Evaluating Influence Diagrams. Oper. Res. 34, 871–882 (1986)
Shachter, R.: Probabilistic Inference and Influence Diagrams. Oper. Res. 36(5), 527–550 (1988)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
de Campos, L.M., Fernández-Luna, J.M., Huete, J.F., Romero, A.E. (2007). Influence Diagrams and Structured Retrieval: Garnata Implementing the SID and CID Models at INEX’06. In: Fuhr, N., Lalmas, M., Trotman, A. (eds) Comparative Evaluation of XML Information Retrieval Systems. INEX 2006. Lecture Notes in Computer Science, vol 4518. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73888-6_17
Download citation
DOI: https://doi.org/10.1007/978-3-540-73888-6_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-73887-9
Online ISBN: 978-3-540-73888-6
eBook Packages: Computer ScienceComputer Science (R0)