Interpretation of Semantically Tagged Data using Fuzzy Linguistic 2-Tuples

Mohammed-Amine Abchir; Isis Truck; Anna Pappa

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Paper

Interpretation of Semantically Tagged Data using Fuzzy Linguistic 2-Tuples

Topics: Fuzzy Information Processing, Fusion, Text Mining

In Proceedings of the 4th International Joint Conference on Computational Intelligence - Volume 1: FCTA, 429-432, 2012 , Barcelona, Spain

Authors: Mohammed-Amine Abchir ; Isis Truck and Anna Pappa

Affiliation: Université Paris 8, France

Keyword(s): Fuzzy Logic, Knowledge Representation, Semantic Interpretation, PoS Tagging, Geolocation.

Abstract: We propose a natural language interface with interpretation of partially tagged semantically data in closed question/answering domain (geolocation) using fuzzy linguistic 2-tuples. The interface is a tool of configuration tasks such as alerts definition and modification, alerts messages, and other man-machine dialogue. The aim is to respond with precision to user's query, expressed in natural language, taking into account imprecision and vagueness. The combination of NLP techniques and fuzzy logic to interpret linguistic variables helps elicitation of business-level objectives avoiding useless and costly computation of middleware information. This paper introduces a methodology that deals with contextual fuzzy semantics in natural language interfaces.

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Paper citation in several formats:

Abchir, M.; Truck, I. and Pappa, A. (2012). Interpretation of Semantically Tagged Data using Fuzzy Linguistic 2-Tuples. In Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012) - FCTA; ISBN 978-989-8565-33-4; ISSN 2184-3236, SciTePress, pages 429-432. DOI: 10.5220/0004158304290432

@conference{fcta12,
author={Mohammed{-}Amine Abchir. and Isis Truck. and Anna Pappa.},
title={Interpretation of Semantically Tagged Data using Fuzzy Linguistic 2-Tuples},
booktitle={Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012) - FCTA},
year={2012},
pages={429-432},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004158304290432},
isbn={978-989-8565-33-4},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 4th International Joint Conference on Computational Intelligence (IJCCI 2012) - FCTA
TI - Interpretation of Semantically Tagged Data using Fuzzy Linguistic 2-Tuples
SN - 978-989-8565-33-4
IS - 2184-3236
AU - Abchir, M.
AU - Truck, I.
AU - Pappa, A.
PY - 2012
SP - 429
EP - 432
DO - 10.5220/0004158304290432
PB - SciTePress