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Title of Journal: Cluster Comput

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Abbravation: Cluster Computing

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Springer US

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10.1007/s11767-005-0065-2

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1573-7543

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Ontology algorithm using singular value decomposit

Authors: Wei Gao Yun Guo Kaiyun Wang
Publish Date: 2016/09/21
Volume: 19, Issue: 4, Pages: 2201-2210
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Abstract

As a popular data management and computation tool ontology is widely used in material science biological genetics chemistry biology and pharmaceuticals It can be regarded as a dictionary or a database and the key of various ontology applications is similarity measuring between concepts in ontology In this paper we propose a new ontology learning algorithm for ontology similarity measuring and ontology mapping by means of singular value decomposition method and deterministic sampling iteration Then the new ontology learning is applied in plant science gene biology bionics and physics ontologies The data results show the high efficiency of our singular value decomposition based ontology learning algorithm for ontology similarity measuring and ontology mapping

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