USC/ISI Automatic Data Extraction Demo

Step 6: Find correct examples of TITLE

After the extracts are clustered, each cluster is given a score according to how similar it is to the set of training examples. The clusters are printed in descending order according to their scores. Usually, the top cluster contains the correct examples of the data field, and only the correct examples.

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Titles identified by the algorithm are highlighted in red and shown in context.

Cluster 115, score 8.0000

The Bluest Eye by
Sacred Hunger ( Norton Paperback Fiction ) by
The Selfish Gene by
Call It Sleep by
Machine Learning ( McGraw - Hill Series in Computer Science ) by
At Home in the Universe : The Search for Laws of Self - Organization and Complexity by
Materials Fundamentals of Molecular Beam Epitaxy by
Harry Potter and the Sorcerer ' s Stone by

Cluster 116, score 8.0000

Amazon . com : buying info : The Bluest Eye
Amazon . com : buying info : Sacred Hunger ( Norton Paperback Fiction )
Amazon . com : buying info : Sociobiology : The Abridged Edition
Amazon . com : buying info : The Selfish Gene
The Greatest Generation ( Random House Large Print ) [ LARGE PRINT ] by
Amazon . com : buying info : Call It Sleep
Amazon . com : buying info : Machine Learning ( McGraw - Hill Series in Computer Science )
Amazon . com : buying info : At Home in the Universe : The Search for Laws of Self - Organization and Complexity
Amazon . com : buying info : At Home in the Universe : The Search for Laws of Self - Organization and Complexity
Amazon . com : buying info : Materials Fundamentals of Molecular Beam Epitaxy
Amazon . com : buying info : Harry Potter and the Sorcerer ' s Stone

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