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Knowledge Engineering Method Based on Consensual Knowledge and Trust Computation: The MUSCKA System

Amarger, Fabien and Chanet, Jean-Pierre and Haemmerlé, Ollivier and Hernandez, Nathalie and Roussey, Catherine Knowledge Engineering Method Based on Consensual Knowledge and Trust Computation: The MUSCKA System. (2016) In: International Conference on Conceptual Structures (ICCS 2016), 5 July 2016 - 7 July 2016 (Annecy, France).

(Document in English)

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Official URL: http://dx.doi.org/10.1007/978-3-319-40985-6_14


We propose a method for building a knowledge base addressing specific issues such as covering an end-users' need and reuse non-ontological sources such as thesauri or classifications. After designing an ontology module representing the knowledge needed by end-users, we enrich and populate it automatically with knowledge extracted from existing sources. The originality of our proposition is to propose ontological object candidates from existing sources according to both their relatedness to the ontological module and to computed measures of trust. This paper describes the trust measures we propose which are obtained by analysing the consensus found in existing sources. Thus we consider that knowledge are more reliable if it has been extracted from several sources. The use of these measures has been evaluated on a real case study with experts from the agriculture domain

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9717 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-40984-9 The original PDF is available at: https://link.springer.com/chapter/10.1007%2F978-3-319-40985-6_14
HAL Id:hal-01709185
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Institut national de Recherche en Sciences et Technologies pour l'Environnement et l'Agriculture - IRSTEA (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Deposited On:29 Jan 2018 09:41

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