A multi-aspect approach to ontology matching based on Bayesian cluster ensembles
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Intelligent Information Systems"
DOI: 10.1007/s10844-019-00583-8
Abstract: With the progressive increase in the number of existing ontologies, ontology matching became a challenging task. Ontology matching is a crucial step in the ontology integration process and its goal is to find correspondent elements… read more here.
Keywords: ontology; bayesian cluster; cluster ensembles; ontology matching ... See more keywords
Optimizing ontology alignment through hybrid population-based incremental learning algorithm
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DOI: 10.1007/s12293-018-0255-8
Abstract: Ontology matching is an effective technique to solve the ontology heterogeneous problem in Semantic Web. Since different ontology matchers do not necessarily find the same correct correspondences, usually several competing matchers are applied to the… read more here.
Keywords: ontology alignment; ontology matching; ontology; hybrid population ... See more keywords
Toward the Multilingual Semantic Web: Multilingual Ontology Matching and Assessment
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DOI: 10.1109/access.2023.3238871
Abstract: The amount of multilingual data on the Web proliferates; therefore, developing ontologies in various natural languages is attracting considerable attention. In order to achieve semantic interoperability for the multilingual Web, cross-lingual ontology matching techniques are… read more here.
Keywords: multilingual ontology; toward multilingual; ontology matching; ontology ... See more keywords
A Comparative Study of Ontology Matching Systems via Inferential Statistics
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2018.2842019
Abstract: Ontology matching systems are typically compared by comparing their average performances over multiple datasets. However, this paper examines the alignment systems using statistical inference since averaging is statistically unsafe and inappropriate. The statistical tests for… read more here.
Keywords: systems via; comparative study; ontology matching; matching systems ... See more keywords
Ontology Matching Using BabelNet Dictionary and Word Sense Disambiguation Algorithms
Sign Up to like & getrecommendations! Published in 2017 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v5.i1.pp196-205
Abstract: Ontology matching is a discipline that means two things: first, the process of discovering correspondences between two different ontologies, and second is the result of this process, that is to say the expression of correspondences.… read more here.
Keywords: word sense; ontology; sense disambiguation; ontology matching ... See more keywords
A Known in Advance, What Ontologies to Integrate? For Effective Ontology Merging Using K-means Clustering
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Intelligent Engineering and Systems"
DOI: 10.22266/ijies2018.0831.08
Abstract: A significant aspect of any system is how we present the knowledge. Ontology is one of the methods to present shared knowledge of the particular domain. Ontology can be designed and developed on specific domain… read more here.
Keywords: known advance; ontology; time; ontology merging ... See more keywords
Optimizing Ontology Alignment in Vector Space
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Internet Technology"
DOI: 10.3966/160792642020012101002
Abstract: Ontology matching technique aims at determining the identical entities, which can effectively solve the ontology heterogeneity problem and implement the collaborations among ontology-based intelligent systems. Typically, an ontology consists of a set of concepts which… read more here.
Keywords: ontology; space; vector space; ontology alignment ... See more keywords