Concept Profiles for Filtering Parliamentary Documents
Francisco J. Ribadas, Luis M. de Campos, Juan Manuel Fernández-Luna, Juan F. Huete · 2015
Abstract: Content-based recommender/filtering systems help to appropriately distribute information among the individ-uals or organizations that could consider it of interest. In this paper we describe a filtering system to deal with the problem of assigning documents to members of the parliament potentially interested on them. The pro-posed approach exploits subjects taken from a conceptual thesaurus to create the user profiles and to describe the documents to be filtered. The assignment of subjects to documents is modeled as a multilabel classifica-tion problem. Experiments with a real parliamentary corpus are reported, evaluating several methods to assign conceptual subjects to documents and to match those sets of subjects with user profiles. 1