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Statistical Knowledge Patterns: Identifying Synonymous Relations in Large Linked Datasets
Published on Nov 28, 20133802 Views
The Web of Data is a rich common resource with billions of triples available in thousands of datasets and individual Web documents created by both expert and non-expert ontologists. A common problem i
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Chapter list
Statistical Knowledge Patterns: Identifying Synonymous Relations in Large Linked Datasets00:00
Scope - 100:11
Scope - 200:33
Scope - 300:50
Related efforts01:06
SKP Construction Overview - 101:39
SKP Construction Overview - 201:49
SKP Construction Overview - 302:00
Finding Synonymous Properties02:30
Determine Synonymity - 102:53
Determine Synonymity - 203:31
Determine Synonymity - 303:59
Clustering04:13
Selecting Properties for SKP - 104:40
Selecting Properties for SKP - 205:13
Evaluation06:21
SKP observation: evaluation settings07:18
SKP observation: evaluation results - 107:36
SKP observation: evaluation results - 207:52
Query expansion: evaluation settings - 108:01
Query expansion: evaluation settings - 208:38
Query Expansion: Evaluation Results09:09
SKP benefits and contributions10:58