Upwardly Abstracted Definition-Based Subontologies

Alghamdi, G. and Schmidt, R. A. and Del-Pinto, W. and Gao, Y. (2021)

In Gentile, A. L. and Goncalves, R. (eds), K-CAP'21: Knowledge Capture Conference. ACM, 209-216. BiBTeX, DOI link to ACM.

In this paper, we present a method for extracting subontologies from ELH ontologies for a set of symbols. The approach is focused on the generation of upwardly abstracted definitions of concepts, which is a technique for computing definitions expressed using closest primitive ancestors. The subontologies returned by the method are evaluated for quality and compared to extracts computed with locality-based modularisation and uniform interpolation. Our subontology generation method produces promising results in terms of size and relevance to the needs of domain experts.

All experimental data used in this study is available at https://tinyurl.com/evaluation-data.


Renate A. Schmidt
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