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2014•International Journal of Computer Theory and EngineeringOpen access

Data Mining in Semantic Web Data

K. Chomboon, Nuntawut Kaoungku, Kittisak Kerdprasop, Nittaya Kerdprasop

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Abstract

This research aims at studying the data mining role in semantic web data.Semantic web is popular in a variety of different applications, but research in data mining in semantic web data, appears less.As open source software for data mining in semantic web open source is minimal, and data model of the semantic web requires RDF or OWL format.These specific formats cannot be used directly in most data mining tools.We thus propose a methodology to mine data that appear in an RDF format.The mining process has been demonstrated through the use of R packages.

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What this paper is about

This research aims at studying the data mining role in semantic web data.Semantic web is popular in a variety of different applications, but research in data mining in semantic web data, appears less.As open source software for data mining in semantic web open source is minimal, and data model of the semantic web requires RDF or OWL format.These specific formats cannot be used directly in most data mining tools.We thus propose a methodology to mine data that appear in an RDF format.The mining process has been demonstrated through the use of R packages.

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Available abstract

This research aims at studying the data mining role in semantic web data.Semantic web is popular in a variety of different applications, but research in data mining in semantic web data, appears less.As open source software for data mining in semantic web open source is minimal, and data model of the semantic web requires RDF or OWL format.These specific formats cannot be used directly in most data mining tools.We thus propose a methodology to mine data that appear in an RDF format.The mining process has been demonstrated through the use of R packages.

Key concepts: Computer science, Information retrieval, Semantic Web, Data mining

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