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Multilingual and Cross-lingual Ontology matching and its Application to Financial Accounting Standards
Published on Nov 25, 20113646 Views
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
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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