Dimensions of Ontological Similarity

Maria Ganzha , Marcin Paprzycki , Wiesław Pawłowski , Paweł Szmeja

Abstract

Thus far, many methods for calculating semantic similarity have been proposed. Most of them produce a single value that is to “represent all aspects of similarity.” In opposition to this approach we argue that semantic entities can be similar in different ways, each with a separate score (and meaning / interpretation). We propose conceptualization of semantic similarity through separate dimensions that denote / capture different “aspects of similarity.”
Author Maria Ganzha ZSIMO
Maria Ganzha,,
- Department of Artificial Intelligence and Computational Methods
, Marcin Paprzycki
Marcin Paprzycki ,,
-
, Wiesław Pawłowski
Wiesław Pawłowski,,
-
, Paweł Szmeja
Paweł Szmeja,,
-
Pages246-249
Publication size in sheets0.5
Book 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), IEEE International Conference on Semantic Computing, 2016, IEEE, ISBN 978-1-5090-0662-5
Keywords in Englishsemantic similarity, similarity, ontological similarity, similarity measure
Abstract in PolishPraca poświęcona jest problemom obliczenia podobnieństwa semantycznego. W przeciweństwie do istniejących podejść zaproponowane zostało wielowymiarowe podejście, zachowujące stopień podobieństw w różnych wymiarach
DOIDOI:10.1109/ICSC.2016.62
URL http://ieeexplore.ieee.org/document/7439341/
Languageen angielski
Score (nominal)15
ScoreMinisterial score = 15.0, 23-06-2017, BookChapterSeriesAndMatConf
Ministerial score (2013-2016) = 15.0, 23-06-2017, BookChapterSeriesAndMatConf
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