Interactive Exploration over RDF Data using Formal Concept Analysis
Identifieur interne : 000395 ( Main/Exploration ); précédent : 000394; suivant : 000396Interactive Exploration over RDF Data using Formal Concept Analysis
Auteurs : Mehwish Alam [France] ; Amedeo Napoli [France]Source :
English descriptors
- mix :
Abstract
With an increased interest in machine processable data, many datasets are now published in RDF (Resource Description Framework) format in Linked Data Cloud. These data are distributed over independent resources which need to be centralized and explored for domain specific applications. This paper proposes a new approach based on interactive data exploration paradigm using Pattern Structures, an extension of Formal Concept Analysis, to provide exploration and navigation over Linked Data through concept lattices. It takes RDF triples and RDF Schema based on user requirements and provides one navigation space resulting from several RDF resources. This navigation space allows user to navigate and search only the part of data that is interesting for her.
Url:
DOI: 10.1109/DSAA.2015.7344838
Affiliations:
Links toward previous steps (curation, corpus...)
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- to stream Hal, to step Curation: 002C09
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- to stream Main, to step Curation: 000395
Le document en format XML
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These data are distributed over independent resources which need to be centralized and explored for domain specific applications. This paper proposes a new approach based on interactive data exploration paradigm using Pattern Structures, an extension of Formal Concept Analysis, to provide exploration and navigation over Linked Data through concept lattices. It takes RDF triples and RDF Schema based on user requirements and provides one navigation space resulting from several RDF resources. This navigation space allows user to navigate and search only the part of data that is interesting for her.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Metz</li><li>Nancy</li></settlement><orgName><li>Université de Lorraine</li></orgName></list><tree><country name="France"><region name="Grand Est"><name sortKey="Alam, Mehwish" sort="Alam, Mehwish" uniqKey="Alam M" first="Mehwish" last="Alam">Mehwish Alam</name></region><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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