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KnowMore – Knowledge Base Augmentation with Structured Web Markup
Published on Dec 10, 201916 Views
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Chapter list
KnowMore – Knowledge Base Augmentation with Structured Web Markup00:00
Outline00:06
Knowledge Base00:12
Applications00:42
Current state01:25
Challenge: Incompleteness of KBs02:04
Opportunity04:11
Mining knowledge from the Web04:27
KB enrichment & construction using Web data04:28
Web markup - 105:16
Web markup - 205:17
advantages & disadvantages06:39
Mining Knowledge from Structured Web Markup08:05
KnowMore: KBA using markup08:06
Approach - entity matching08:38
Approach - data fusion09:31
Experiment10:31
Performance of the binary classification (true v.s. false fact)11:00
Novelty wrt. target KBs11:46
Coverage gain (CG)12:42
Potential - 113:08
Potential - 213:29
Conclusions13:43
Thank you! Q & A14:21