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Accurately and Reliably Extracting Data from the Web:

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Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach by: Craig A. Knoblock, Kristina Lerman Steven Minton, Ion Muslea Presented By: Divin Proothi
Introduction ,[object Object]
Introduction (Cont…) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction (Cont…) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Critical Problem in Building Wrapper ,[object Object]
STALKER - A Hierarchical Wrapper Induction Algorithm ,[object Object],[object Object],[object Object],[object Object]
Efficiency of Stalker ,[object Object],[object Object],[object Object]
Reason for Efficiency ,[object Object],[object Object]
Definition of Stalker ,[object Object],[object Object]
Algorithm ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Illustrative Example – Extracting Addresses of Restaurants ,[object Object],[object Object],[object Object]
Example (Cont…) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cont… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Identifying Highly Informative Examples ,[object Object],[object Object],[object Object],[object Object]
Cont… ,[object Object],[object Object],[object Object]
How it works ,[object Object],[object Object],[object Object]
Verifying the Extracted Data ,[object Object],[object Object]
Cont… ,[object Object],[object Object],[object Object]
Cont… ,[object Object],[object Object]
Automatically Repairing Wrappers ,[object Object],[object Object]
The Complete Process
Discussion ,[object Object],[object Object],[object Object],[object Object]
Thank You Open for Questions and Discussions

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Accurately and Reliably Extracting Data from the Web:

  • 1. Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach by: Craig A. Knoblock, Kristina Lerman Steven Minton, Ion Muslea Presented By: Divin Proothi
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  • 23. Thank You Open for Questions and Discussions