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A Data Miner’s Story – Getting to Know the Grand Challenges

Published on Aug 14, 200724701 Views

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Chapter list

KDD-07 Invited Innovation Talk00:03
Thanks and Gratitude02:46
A Data Miner’s Story – Getting to Know the Grand Challenges04:53
Overview05:33
The data gap …06:11
What is Data Mining?07:58
Beyond Data Analysis08:41
Data Mining and Databases09:33
Data Mining Grand Vision10:06
The myths …10:52
The truths …11:09
Current state of Databases11:56
Researcher view13:14
Practitioner view13:35
Business view14:00
A Data Miner’s Story14:46
Example: Cataloging Sky Objects15:26
Data Mining Based Solution (1)16:37
Data Mining Based Solution (2)18:09
A Data Miner’s Story19:10
Business Results Gap (1)20:50
Business Results Gap (2)21:23
Sample Customers22:47
A Data Miner’s Story23:04
DMX Group Mission23:47
Data Strategy24:23
Modeling Process25:47
Map Segments to Actions27:25
Pragmatic Grand Challenge 329:58
Cross-Sell / Up-Sell Example30:36
Pragmatic Grand Challenge 433:15
Technical Challenges (1)35:37
Technical Challenges (2)36:01
Technical Challenges (3)37:18
Summary37:37
Challenges37:39
Data Strategy38:25
A Data Miner’s Story39:05
Yahoo! Data – A league of its own …39:53
To be continued …41:12
Thank You! & Questions?41:38