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Multilingual and Cross-lingual Ontology matching and its Application to Financial Accounting Standards

Published on Nov 25, 20113649 Views

Laura Hollink

Ontology matching is a task that has attracted considerable attention in recent years. With very few exceptions, however, research in ontology matching has focused primarily on the development of mono

Research Track

Related categories

OWL - Web Ontology LanguageOntologies

Chapter list

A Machine Learning Approach to Multilingual and Cross-lingual Ontology Matching00:00
Outline - 100:36
Open research questions in ontology matching00:49
Outline - 202:40
Why accounting standards?02:46
XBRL Europe Business Registers Working Group03:59
Outline - 305:13
Multi-lingual and cross-lingual ontology matching05:16
Intralingual and interlingual aggregation07:08
Outline - 408:03
Ranking SVMs 08:17
Applying ranking SVMs to ontology matching09:31
Feature set definition10:06
Intra- and interlingual score aggregation11:56
Learning the matching function12:41
Outline - 513:03
Evaluation settings - 113:06
Evaluation settings - 214:01
Evaluation results15:27
Findings17:52
Conclusion18:14
Thank you19:15