Data Mining: Potentials and Challenges. Rakesh Agrawal & Jeff Ullman. Observations. Transfer of data mining research into deployed applications and commercial products Greater success in vertical applications Horizontal tools: Examples:
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Rakesh Agrawal & Jeff Ullman
Input: Crawl of about 1 million pages
Input: Example pages for each category during training
Input: i) patent database ii) shape of interest
Frequently co-cited pages are related. Pages with large bibliographic overlap are related.
50 | 40K | …
65 | 50K | …
35 | 60K | …
ModelInducing Classifiers over Privacy Preserved Numeric Data
30 becomes 65 (30+35)
We stand on the brink of great new answers, but even more, of great new questions -- Matt Ridley