DocumentCode :
156445
Title :
A critical analysis of lifecycles and methods for ontology construction and evaluation
Author :
Nefzi, Hafedh ; Farah, Mohamed ; Farah, Imed Riadh ; Solaiman, Basel
Author_Institution :
Campus of Manouba, RIADI Lab., Nat. Sch. of Comput. Sci., Manouba, Tunisia
fYear :
2014
fDate :
17-19 March 2014
Firstpage :
48
Lastpage :
53
Abstract :
Evaluation is a crucial phase in ontological lifecycle, especially for ontologies that are produced using automated or semi-automated methods. In this paper, we focus on the evaluation phase in the frame of the ontology building process. We begin by a review of different ontology construction lifecycles. Next, we try to review state-of-the-art methods for ontology construction with a special interest on evaluation for assessing the quality of ontologies. Afterwards we highlight the main limits and difficulties of these methods with respect to evaluation. We conclude with a first sketch on how evaluation should be undertaken for guiding the development of high quality ontologies that are more relevant to the requirements of a particular domain.
Keywords :
knowledge acquisition; ontologies (artificial intelligence); knowledge acquisition; lifecycle analysis; ontology building process; ontology construction lifecycles; ontology evaluation; Buildings; Documentation; Maintenance engineering; OWL; Ontologies; Remote sensing; Spirals; Ontology; evaluation; lifecycle; quality; remote sensing imagery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
Conference_Location :
Sousse
Type :
conf
DOI :
10.1109/ATSIP.2014.6834646
Filename :
6834646
Link To Document :
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