Bayesian networks and INEX

Benjamin Piwowarski (1) , Georges-Etienne Faure , Patrick Gallinari (1)

1 APA - Apprentissage et Acquisition des connaissances

We present a bayesian framework for XML document retrieval. This framework allows us to consider content only and content and structure queries. We perform the retrieval task using inference in our network. Our model can adapt to a specific corpora through parameter learning.

Domaines: Informatique [cs]

Benjamin Piwowarski, Georges-Etienne Faure, Patrick Gallinari. Bayesian networks and INEX. First Annual Workshop of the Initiative for the Evaluation of XML retrieval (INEX), Dec 2002, Dagstuhl, Germany. pp.149-154. ⟨hal-01548192⟩