USC/ISI Automatic Data Extraction Demo

Step 6: Find correct examples of AUTHOR

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

Cluster 122, score 16.0000
From Page 1
by Toni Morrison ( Afterword )
From Page 2
    by Charles Frazier
From Page 3
    by Edward Ball
From Page 4
    by Fo Dario , Dario Fo ,
    Fo Dario , Dario Fo , Rupert Lowe (
    Dario Fo , Rupert Lowe ( Translator )
From Page 5
    by Barry Unsworth
From Page 6
    by Jared Diamond
From Page 7
    by Margaret Laurence
From Page 8
    by Fannie Flagg
From Page 9
    by Edward Osborne Wilson , Sarah Landry (
    Edward Osborne Wilson , Sarah Landry ( Photographer )
From Page 10
    by Richard Dawkins
From Page 11
by Tom Brokaw
From Page 12
    by John H . Holland
From Page 13
    by Henry Roth
From Page 14
    by Tom M . Mitchell , Thomas
    Mitchell , Thomas M . Mitchell
From Page 15
    by Stuart Kauffman
From Page 16
    by Jeffrey Y . Tsao

Cluster 123, score 16.0000

all books by Toni Morrison    
all books by Charles Frazier    
all books by Edward Ball    
all books by Rupert Lowe    
all books by Dario Fo      
all books by Fo Dario      
all books by Barry Unsworth    
all books by Jared Diamond    
all books by Margaret Laurence    
all books by Fannie Flagg    
all books by Sarah Landry    
all books by Edward Osborne Wilson      
all books by Richard Dawkins    
all books by Tom Brokaw    
all books by John H . Holland    
all books by Henry Roth    
all books by Thomas M . Mitchell    
all books by Tom M . Mitchell      
all books by Stuart Kauffman    
all books by Jeffrey Y . Tsao

Cluster 88, score 15.0000

and share your thoughts with other readers ! Customers who bought titles by Nadine Gordimer also bought titles by these authors :
. Customers who bought titles by Toni Morrison also bought titles by these authors :
. Customers who bought titles by Charles Frazier also bought titles by these authors :
. Customers who bought titles by Edward Ball also bought titles by these authors :
. Customers who bought titles by Barry Unsworth also bought titles by these authors :
. Customers who bought titles by Jared Diamond also bought titles by these authors :
. Customers who bought titles by Margaret Laurence also bought titles by these authors :
. Customers who bought titles by Fannie Flagg also bought titles by these authors :
Customers who bought titles by Edward Osborne Wilson also bought titles by these authors :
. Customers who bought titles by Richard Dawkins also bought titles by these authors :
. Customers who bought titles by Tom Brokaw also bought titles by these authors :
and share your thoughts with other readers ! Customers who bought titles by John H . Holland also bought titles by these authors :
. Customers who bought titles by Henry Roth also bought titles by these authors :
Customers who bought titles by Tom M . Mitchell also bought titles by these authors :
. Customers who bought titles by Stuart Kauffman also bought titles by these authors :

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