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ONTOCOM: a cost estimation model for ontology engineering

Simperl, Elena, Tempich, C. and Sure, Y., (2006) ONTOCOM: a cost estimation model for ontology engineering Cruz, I. (ed.) At 5th International Semantic Web Conference (ISWC 2006). 05 - 09 Nov 2006. , pp. 625-639.

Record type: Conference or Workshop Item (Paper)

Abstract

The technical challenges associated with the development and deployment of ontologies have been subject to a considerable number of research initiatives since the beginning of the nineties. The economical aspects of these processes are, however, still poorly exploited, impeding the dissemination of ontology-driven technologies beyond the boundaries of the academic community. This paper aims at contributing to the alleviation of this situation by proposing ONTOCOM (Ontology Cost Model), a model to predict the costs arising in ontology engineering processes. We introduce a methodology to generate a cost model adapted to a particular ontology development strategy, and an inventory of cost drivers which influence the amount of effort invested in activities performed during an ontology life cycle. We further present the results of the model validation procedure, which covered an expert-driven evaluation and a statistical calibration on 36 data points collected from real-world projects. The validation revealed that ontology engineering processes have a high learning rate, indicating that the building of very large ontologies is feasible from an economic point of view. Moreover, the complexity of ontology evaluation, domain analysis and conceptualization activities proved to have a major impact on the final ontology engineering process duration.

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More information

Published date: November 2006
Venue - Dates: 5th International Semantic Web Conference (ISWC 2006), 2006-11-05 - 2006-11-09
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 351645
URI: http://eprints.soton.ac.uk/id/eprint/351645
PURE UUID: d256bf65-264b-4c63-bec4-f0522ab7e30b
ORCID for Elena Simperl: ORCID iD orcid.org/0000-0003-1722-947X

Catalogue record

Date deposited: 13 May 2013 15:27
Last modified: 12 Jul 2017 16:32

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Contributors

Author: Elena Simperl ORCID iD
Author: C. Tempich
Author: Y. Sure
Editor: I. Cruz

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