Concept Profiles for Filtering Parliamentary Documents

Francisco J. Ribadas, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete

2015

Abstract

Content-based recommender/filtering systems help to appropriately distribute information among the individuals 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 proposed 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 classification 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.

Paper Citation

in Harvard Style

Ribadas F., de Campos L., Fernández-Luna J. and Huete J. (2015). Concept Profiles for Filtering Parliamentary Documents . In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2015) ISBN 978-989-758-158-8, pages 409-416. DOI: 10.5220/0005616104090416

in Bibtex Style

@conference{kdir15,
author={Francisco J. Ribadas and Luis M. de Campos and Juan M. Fernández-Luna and Juan F. Huete},
title={Concept Profiles for Filtering Parliamentary Documents},
booktitle={Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2015)},
year={2015},
pages={409-416},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005616104090416},
isbn={978-989-758-158-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2015)
TI - Concept Profiles for Filtering Parliamentary Documents
SN - 978-989-758-158-8
AU - Ribadas F.
AU - de Campos L.
AU - Fernández-Luna J.
AU - Huete J.
PY - 2015
SP - 409
EP - 416
DO - 10.5220/0005616104090416