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Automating class definitions from OWL to English

Stevens, Robert; Malone, James; Williams, Sandra and Power, Richard (2010). Automating class definitions from OWL to English. In: Proceedings of Bio-Ontologies 2010: Semantic Applications in Life Sciences SIG at the 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), 9-13 July 2010, Boston, USA.

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Text definitions for entities within bio-ontologies are a cor-nerstone of the effort to gain a consensus in understanding and usage of those ontologies. Writing these definitions is, however, a considerable effort and there is often a lag be-tween specification of the entities in the ontology and the development of the text-based definitions. As well as these text definitions, there can also be logical descriptions and definitions of an ontology's entities. The goal of natural lan-guage generation (NLG) from ontologies is to take the logi-cal description of entities and generate fluent natural lan-guage. We should be able to use NLG to automatically pro-vide text-based definitions from an ontology that has logical descriptions of its entities and thus avoid the bottleneck of authoring these definitions by hand. In this paper we present some early work in using NLG to provide such text definitions for the Experimental factor Ontology (EFO). We present our results, discuss issues in generating text definitions, and highlight some future work.

Item Type: Conference Item
Copyright Holders: 2010 The Authors
Academic Unit/Department: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 21501
Depositing User: Sandra Williams
Date Deposited: 13 Jul 2010 10:56
Last Modified: 07 Oct 2016 12:47
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