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A Survey of State of the Art of Ontology Construction and Merging using Formal Concept Analysis


Affiliations
1 School of Information Technology and Engineering, VIT University, Vellore-632 014, Tamil Nadu, India
 

The goal of Formal Concept Analysis (FCA) and Ontologies are modeling concepts with varying needs. An ontology is an explicit formal conceptualization of some domain of interest. Ontologies are widely used in various fields such as E-commerce, Semantic Web and knowledge management. FCA is a method of deriving a formal ontology or a concept hierarchy from a group of objects with their properties. FCA facilities an environment to make the data simpler by analyzing, structuring and visualizing. This paper presents a survey of Ontology construction and merging using FCA.

Keywords

FCA, Formal Context, Ontology, Ontology Construction, Ontology Merging
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  • A Survey of State of the Art of Ontology Construction and Merging using Formal Concept Analysis

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Authors

M. Priya
School of Information Technology and Engineering, VIT University, Vellore-632 014, Tamil Nadu, India
Ch. Aswani Kumar
School of Information Technology and Engineering, VIT University, Vellore-632 014, Tamil Nadu, India

Abstract


The goal of Formal Concept Analysis (FCA) and Ontologies are modeling concepts with varying needs. An ontology is an explicit formal conceptualization of some domain of interest. Ontologies are widely used in various fields such as E-commerce, Semantic Web and knowledge management. FCA is a method of deriving a formal ontology or a concept hierarchy from a group of objects with their properties. FCA facilities an environment to make the data simpler by analyzing, structuring and visualizing. This paper presents a survey of Ontology construction and merging using FCA.

Keywords


FCA, Formal Context, Ontology, Ontology Construction, Ontology Merging



DOI: https://doi.org/10.17485/ijst%2F2015%2Fv8i24%2F117029