The OntoNL Semantic Relatedness Measure for OWL ontologies
An effect of the growing importance of the semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce th...
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description | An effect of the growing importance of the semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce the OntoNL semantic relatedness measure, a fully automated way of measuring, in an asymmetric way, semantic relatedness between concepts of domain ontologies. We have developed metrics to guide the automation of the procedure by using feedback from an extensive evaluation with human subjects. |
doi_str_mv | 10.1109/ICDIM.2007.4444245 |
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This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce the OntoNL semantic relatedness measure, a fully automated way of measuring, in an asymmetric way, semantic relatedness between concepts of domain ontologies. We have developed metrics to guide the automation of the procedure by using feedback from an extensive evaluation with human subjects.</description><subject>Application software</subject><subject>Automation</subject><subject>Humans</subject><subject>Laboratories</subject><subject>Natural language processing</subject><subject>Natural languages</subject><subject>Ontologies</subject><subject>OWL</subject><subject>Semantic Web</subject><subject>Testing</subject><isbn>142441475X</isbn><isbn>9781424414758</isbn><isbn>1424414768</isbn><isbn>9781424414765</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2007</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpFT8tKxDAUjYigzswP6CY_0HrzbOpO6qvQmYIWdDdkmhuNdFpp6sK_t-KAZ3M4Dw4cQi4YpIxBflUWt-U65QBZKmdwqY7IOZtZMplpc_wv1OspWcX4ATOkEkbAGblu3pHW_TRsKvqMe9tPoaVP2NkJXY8x0jXa-DUi9cNI65eKDnO3G94CxiU58baLuDrwgjT3d03xmFT1Q1ncVEnIYUoc95q1YFHmihuZCZcxZTzfCS19y9hstXb3G6rWOyO0N85ZDxbASq21WJDLv9mAiNvPMezt-L09XBU_nRlGwQ</recordid><startdate>200710</startdate><enddate>200710</enddate><creator>Karanastasi, A.</creator><creator>Christodoulakis, S.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200710</creationdate><title>The OntoNL Semantic Relatedness Measure for OWL ontologies</title><author>Karanastasi, A. ; Christodoulakis, S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-d2f61c0ae49528473d7158f2b364fc11847cab49525cfd836f8ddaf0a00a46663</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2007</creationdate><topic>Application software</topic><topic>Automation</topic><topic>Humans</topic><topic>Laboratories</topic><topic>Natural language processing</topic><topic>Natural languages</topic><topic>Ontologies</topic><topic>OWL</topic><topic>Semantic Web</topic><topic>Testing</topic><toplevel>online_resources</toplevel><creatorcontrib>Karanastasi, A.</creatorcontrib><creatorcontrib>Christodoulakis, S.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Karanastasi, A.</au><au>Christodoulakis, S.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>The OntoNL Semantic Relatedness Measure for OWL ontologies</atitle><btitle>2007 2nd International Conference on Digital Information Management</btitle><stitle>ICDIM</stitle><date>2007-10</date><risdate>2007</risdate><volume>1</volume><spage>333</spage><epage>338</epage><pages>333-338</pages><isbn>142441475X</isbn><isbn>9781424414758</isbn><eisbn>1424414768</eisbn><eisbn>9781424414765</eisbn><abstract>An effect of the growing importance of the semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce the OntoNL semantic relatedness measure, a fully automated way of measuring, in an asymmetric way, semantic relatedness between concepts of domain ontologies. We have developed metrics to guide the automation of the procedure by using feedback from an extensive evaluation with human subjects.</abstract><pub>IEEE</pub><doi>10.1109/ICDIM.2007.4444245</doi><tpages>6</tpages></addata></record> |
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subjects | Application software Automation Humans Laboratories Natural language processing Natural languages Ontologies OWL Semantic Web Testing |
title | The OntoNL Semantic Relatedness Measure for OWL ontologies |
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