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Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling
Published on Sep 27, 20137469 Views
Twitter has become an increasingly important source of information, with more than 400 million tweets posted per day. The task to link the named entity mentions detected from tweets with the correspon
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Chapter list
Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling00:00
Outline00:16
Outline: Motivation00:29
Motivation - 100:32
Motivation - 201:23
Outline: Problem Definition02:05
Problem Definition02:09
Applications03:20
Tweet entity linking - 104:04
Tweet entity linking - 205:11
Tweet entity linking - 305:23
Outline: KAURI Framework05:35
KAURI Framework05:57
Graph construction - 106:40
Graph construction - 207:06
Graph construction - 307:58
Graph construction - 408:21
Initial interest score estimation - 108:43
Initial interest score estimation - 209:18
Initial interest score estimation - 310:25
User interest propagation algorithm - 111:35
User interest propagation algorithm - 213:05
Outline: Experiments14:12
Experimental setting14:18
Experimental results14:49
Incremental update16:47
Outline: Conclusion17:34
Conclusion17:34
Thanks!18:00