August 2011
Intermediate to advanced
476 pages
15h 31m
English
Content preview from Applied Semantic Web Technologies
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211
Chapter 9
Data-Driven Evaluation of
Ontologies Using Machine
Learning Algorithms
Dae-Ki Kang
Dongseo University, Busan, Korea
Contents
9.1 Introduction .............................................................................................212
9.1.1 Attribute Value Taxonomy (AVT) and Attribute Value
Taxonomy Learner (AVT Learner) ................................................214
9.1.2 Word Taxonomy (WT) and Word Taxonomy Learner (WTL) .....214
9.1.3 Propositionalized Attribute Taxonomy (PAT) and PAT Learner ...214
9.1.4 Taxonomy-Aware Machine Learning Algorithms .........................215
9.1.5 Value of Taxonomy in Machine Learning ...
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