Bayesian Networks and INEX ’ 03

@inproceedings{Piwowarski2003BayesianNA,
  title={Bayesian Networks and INEX ’ 03},
  author={Benjamin Piwowarski and Huyen-Trang Vu and Patrick Gallinari},
  year={2003}
}
We present a Bayesian framework for XML document retrieval. This framework allows us to consider content-only (CO) queries. We perform the retrieval task using inference in our network. The proposed model can adapt to a specific corpus through parameter learning and it uses a grammar to speed up the retrieval process in large or distributed databases. We also experimented list filtering to avoid overlap in the retrieved element list.