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A Prototype for Automating Ontology Learning and Ontology Evolution

Wohlgenannt, Gerhard and Belk, Stefan and Schett, Matthias (2013) A Prototype for Automating Ontology Learning and Ontology Evolution. In: 5th International Conference on Knowledge Engineering and Ontology Development (KEOD-2013). SciTePress, Vilamoura, Portugal. pp. 407-412.

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Abstract

Ontology learning supports ontology engineers in the complex task of creating an ontology. Updating ontologies at regular intervals greatly increases the need for expensive expert contribution. This naturally leads to endeavors to automate the process wherever applicable. This paper presents a model for automated ontology learning and a prototype which demonstrates the feasibility of the proposed approach in learning lightweight domain ontologies. The system learns ontologies from heterogeneous sources periodically and delegates all evaluation processes, eg. the verification of new concept candidates, to a crowdsourcing framework which currently relies on Games with a Purpose. Furthermore, we sketch ontology evolution experiments to trace trends and patterns facilitated by the system.(authors' abstract)

Item Type: Book Section
Keywords: ontology learning / ontology evolution / crowdsourcing
Version of the Document: Published
Depositing User: ePub Administrator
Date Deposited: 31 Mar 2014 11:49
Last Modified: 31 Mar 2014 16:10
Related URLs:
FIDES Link: https://bach.wu.ac.at/d/research/results/63607/
URI: http://epub.wu.ac.at/id/eprint/4106

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