Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-11)

Proposition of a semi-automatic possibilistic information scoring process

Authors
Marie Jeanne Lesot, Thomas Delavallade, Frédéric Pichon, Herman Akdag, Bernadette Bouchon-Meunier, Philippe Capet
Corresponding Author
Marie Jeanne Lesot
Available Online August 2011.
DOI
https://doi.org/10.2991/eusflat.2011.20How to use a DOI?
Keywords
information scoring, possibility theory, aggregation operators, fusion
Abstract
This paper proposes a semi-automatic three step information scoring process that starts from constructs representing structured pieces of information and a user query. It first identifies the constructs relevant to answer the user question, based on their similarity to the query. The relevant items are then individually scored, taking into account both the reliability of their source and the certainty the latter expresses through its choice of linguistic terms. Lastly, these individual scores are fused, modeling a corroboration process that takes into account information obsolescence and source relations. This procedure is performed in the framework of possibility theory, relying on the definition of the appropriate aggregation operators.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology
Part of series
Advances in Intelligent Systems Research
Publication Date
August 2011
ISBN
978-90-78677-00-0
ISSN
1951-6851
DOI
https://doi.org/10.2991/eusflat.2011.20How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Marie Jeanne Lesot
AU  - Thomas Delavallade
AU  - Frédéric Pichon
AU  - Herman Akdag
AU  - Bernadette Bouchon-Meunier
AU  - Philippe Capet
PY  - 2011/08
DA  - 2011/08
TI  - Proposition of a semi-automatic possibilistic information scoring process
BT  - Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 949
EP  - 956
SN  - 1951-6851
UR  - https://doi.org/10.2991/eusflat.2011.20
DO  - https://doi.org/10.2991/eusflat.2011.20
ID  - Lesot2011/08
ER  -