A Method for Estimating Potential Knowledge Increase after Updating Ontology Mapping

Adrianna Kozierkiewicz, Marcin Pietranik, Karolina Kania

Abstract

In the modern days, users cannot expect that ontologies in their initial states won’t remain static throughout the lifespan of their application, therefore a tool for managing appearing alterations is necessary. In our previous work, we have prepared a solid, formal, and flexible foundation that can be used to express changes that appear while maintained ontologies evolve. This paper contains a description of the process of constructing a method assessing knowledge increase after an ontology alignment update. Our developed measure estimates how ontology evolution influenced the increase of knowledge for two input ontologies. The developed method has been experimentally verified by simulating random ontology evolutions ad the obtained results have been statistically analyzed. Due to the limitation of this paper, we focus only on the concept level.

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Paper Citation


in Harvard Style

Kozierkiewicz A., Pietranik M. and Kania K. (2021). A Method for Estimating Potential Knowledge Increase after Updating Ontology Mapping. In Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE, ISBN 978-989-758-508-1, pages 173-180. DOI: 10.5220/0010362001730180


in Bibtex Style

@conference{enase21,
author={Adrianna Kozierkiewicz and Marcin Pietranik and Karolina Kania},
title={A Method for Estimating Potential Knowledge Increase after Updating Ontology Mapping},
booktitle={Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE,},
year={2021},
pages={173-180},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010362001730180},
isbn={978-989-758-508-1},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Evaluation of Novel Approaches to Software Engineering - Volume 1: ENASE,
TI - A Method for Estimating Potential Knowledge Increase after Updating Ontology Mapping
SN - 978-989-758-508-1
AU - Kozierkiewicz A.
AU - Pietranik M.
AU - Kania K.
PY - 2021
SP - 173
EP - 180
DO - 10.5220/0010362001730180