Deriving Ontologies from Folksonomies

Deriving Ontologies from Folksonomies

An Integrated Approach for Turning Folksonomies into Ontologies

Auteur:
Alexander Gamper
ISBN:
9783639275308
ISBN10:
3639275306
Uitgever:
Vdm Verlag
Taal:
Engels
Bindwijze:
Paperback
Publicatiedatum:
2010-07-14
Geillustreerd:
Nee
Afmetingen:
7x220x150 mm
Gewicht:
195 gram

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This work provides an approach to overcome the limitations of folksonomies, in order to get one step closer to a collaboratively created semantic web. The basic idea of the described techniques is to infer lightweight ontologies from folksonomies by exploiting existing resources of knowledge (e.g. Wordnet and Wikipedia) and by applying several proven algorithmic methods (e.g. similarity measures, clustering, etc.). By defining a preset process-chain, it is shown that data of common social tagging systems can automatically be transformed into lightweight ontologies described in SKOS. In order to prove the correctness and useability of this approach, it was implemented in a Java based software. Source code and all needed libraries are available free of charge at: http: //sourceforge.net/projects/folk2onto


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Algemene informatie

Titel:
Deriving Ontologies from Folksonomies
ISBN:
9783639275308
ISBN-10:
3639275306
Auteur:
Alexander Gamper

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