The manual construction of formal domain conceptualizations (ontologies) is labor-intensive. Ontology learning, by contrast, provides (semi-)automatic ontology generation from input data such as domain text. This thesis proposes a novel approach for learning labels of non-taxonomic ontology relations. It combines corpus-based techniques with reasoning on Semantic Web data. Corpus-based methods apply vector space similarity of verbs co-occurring with labeled and unlabeled relations to calculate relation label suggestions ...
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The manual construction of formal domain conceptualizations (ontologies) is labor-intensive. Ontology learning, by contrast, provides (semi-)automatic ontology generation from input data such as domain text. This thesis proposes a novel approach for learning labels of non-taxonomic ontology relations. It combines corpus-based techniques with reasoning on Semantic Web data. Corpus-based methods apply vector space similarity of verbs co-occurring with labeled and unlabeled relations to calculate relation label suggestions from a set of candidates. A meta ontology in combination with Semantic Web sources such as DBpedia and OpenCyc allows reasoning to improve the suggested labels. An extensive formal evaluation demonstrates the superior accuracy of the presented hybrid approach.
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Add this copy of Learning Ontology Relations By Combining Corpus-Based to cart. $35.94, like new condition, Sold by Books From California rated 4.0 out of 5 stars, ships from Simi Valley, CA, UNITED STATES, published 2011 by Peter Lang GmbH, Internationaler.
Edition:
2011, Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
Add this copy of Learning Ontology Relations By Combining Corpus-Based to cart. $35.94, very good condition, Sold by Books From California rated 4.0 out of 5 stars, ships from Simi Valley, CA, UNITED STATES, published 2011 by Peter Lang GmbH, Internationaler.
Edition:
2011, Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
Publisher:
Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
Published:
2011
Language:
English
Alibris ID:
17063594694
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Very good. Cover has some light shelfwear. Pages are clean and intact. There is some slight dirtiness on the textblock/fore edge from handling. Has some minor dirtiness on the outside from handling. Very Clean Copy-Over 500, 000 Internet Orders Filled.
Add this copy of Learning Ontology Relations By Combining Corpus-Based to cart. $77.64, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2011 by Peter Lang GmbH, International.
Edition:
2011, Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
