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Mining XML documents - Bridging the gap between Machine Learning and Information Retrieval
Published on Feb 25, 20075365 Views
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Chapter list
XML Document Mining Challenge00:01
Outline00:28
What is XML DM Challenge ?01:12
What is the XML DM Challenge ?01:57
Context02:29
How to learn with structures ?04:15
Tasks with structured data05:13
Context: ML and IR06:39
ML and IR08:08
ML and IR09:28
Idea of the challenge10:12
Description of the challenge11:20
Tasks11:28
Categorization/Clustering11:49
Example12:54
Example14:25
Example15:10
Difficulties16:37
Structure Mapping17:59
Difficulties19:39
First part of the challenge 21:13
Description21:33
Description22:57
Example of Results (structure only)23:14
INEX Structure+Content Categorization23:56
Conclusion about the results24:46
Conclusion about the first part of the challenge25:34
For the next part26:18
To convince Machine Learning Researchers28:10
What is the second part ? 29:14
Wikipedia XML Corpus30:14
Wikipedia XML Corpus for XML DM31:49
INEX Corpus for XML DM32:33
Structure Mapping Corpus33:46
Currently34:21
Conclusion34:58