Taxonomy Matching Using Background Knowledge

Linked Data, Semantic Web and Heterogeneous Repositories

Autor: Heiko Angermann, Naeem Ramzan

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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This important text/reference presents a comprehensive review of techniques for taxonomy matching, d...

Informácie o knihe

Autor

Heiko Angermann, Naeem Ramzan

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2018

Stránok

103

EAN

9783319722085

ISBN

3319722085

Enbook ID

18622614

Vydavateľ

Springer International Publishing AG

Hmotnosť

349

Rozmery

155 x 235 x 12

Kompletný popis

This important text/reference presents a comprehensive review of techniques for taxonomy matching, discussing matching algorithms, analyzing matching systems, and comparing matching evaluation approaches. Different methods are investigated in accordance with the criteria of the Ontology Alignment Evaluation Initiative (OAEI). The text also highlights promising developments and innovative guidelines, to further motivate researchers and practitioners in the field. Topics and features: discusses the fundamentals and the latest developments in taxonomy matching, including the related fields of ontology matching and schema matching; reviews next-generation matching strategies, matching algorithms, matching systems, and OAEI campaigns, as well as alternative evaluations; examines how the latest techniques make use of different sources of background knowledge to enable precise matching between repositories; describes the theoretical background, state-of-the-art research, and practical real-world applications; covers the fields of dynamic taxonomies, personalized directories, catalog segmentation, and recommender systems. This stimulating book is an essential reference for practitioners engaged in data science and business intelligence, and for researchers specializing in taxonomy matching and semantic similarity assessment. The work is also suitable as a supplementary text for advanced undergraduate and postgraduate courses on information and metadata management.

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Taxonomy Matching Using Background Knowledge

Linked Data, Semantic Web and Heterogeneous Repositories

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Kompletný popis

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