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Enabling a Personal View of the Deep Web Jeffrey P. Bigham Anna C. Cavender, Ryan S. Kaminsky, Craig M. Prince,  and  Tyler S. Robison University of Washington Computer Science and Engineering Transcendence
What is the Deep Web? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[1]   Bergman, M. K. The deep web: Surfacing hidden value, 2001. Introduction
Deep Web Resources Introduction
 
Deep Web Resources Introduction
Problems ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Introduction
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],Transcending Craigslist
 
 
Generalize a Form Field
Add a Value
Add a Value
Add Another Value
Automatically Generate More Values
Results only for “University Village”
Fields Automatically Chosen
Extract for All Inputs
Review Extractions in Place
Extractions Sorted by Price
Transcending Craigslist ,[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Crawling the Deep Web ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[1]  Madhavan  et al.   “Structured data meets the web: A few observations.” 2006. [2]  Ntoulas  et al.  “ Downloading textual hidden web content through keyword queries.” 2005. Related Work
User Interfaces for the Web ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Related Work [1]   Huynh  et al .  “Enabling web browsers to augment web sites’ filtering and sorting functionalities.”  UIST 2006. [2]  Fujima  et al.  “Clip, connect, clone: combining application elements to build custom interfaces for information access.”  UIST 2004. [3]  Faaborg  et al.  “A goal-oriented web browser.” CHI 2006.
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
1.  Generalize Form ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],3 Steps of Transcendence 1 2 3
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],1-a) Finding Values with UIE [1]   http://labs.google.com/sets/ [2]   Etzioni  et al . “Methods for domain-independent information extraction from the web: an experimental comparison.”  2008 3 Steps of Transcendence 1 2 3
2.  Choose Fields & Extract ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],3 Steps of Transcendence [1]   Huynh  et al . “Enabling web browsers to augment web sites’ filtering and  sorting functionalities.” UIST 2006. 1 2 3
3.  Visualize Data ,[object Object],[object Object],[object Object],[object Object],[object Object],3 Steps of Transcendence 1 2 3
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examples:  IMDB 1  Rating Dist. Additional Examples [1]   http://www.imdb.com Entered: “ Scent of a Woman,” “Rocky,” “Star Wars,” and “The Matrix” Generate > 7000 more titles
Examples:  IMDB 1  Rating Dist. Additional Examples [1]   http://www.imdb.com
Examples:  Directory Diving ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Additional Examples
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
User Evaluation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],User Evaluation
User Reaction & Comments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],User Evaluation
Future Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Future Work
Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],Conclusion
Transcendence Jeffrey P. Bigham [email_address] www.cs.washington.edu/homes/jbigham/ Thanks to:   Mira Dontcheva, UW Turing Center, anonymous reviewers, and our study participants . The End
Some Extra Slides
Show Those Resulting from Specific Inputs
Show Those Resulting from Specific Inputs
Show Wedgewood Results
 
 
 
System Description
3 Steps of Transcendence Generalize Choose Fields & Extract Visualize
Examples:  Mapping Stores Additional Examples
Examples:  Kayak Flights Additional Examples
User Evaluation
Introduction
Introduction
Introduction
Introduction
Introduction
Introduction
Deep Web Resources Introduction

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Transcendence: Enabling A Personal View of the Deep Web

Editor's Notes

  1. Transcendence helps make web forms more flexible and enables users to conduct queries that help them find the information they really want more easily from deep web resources. Transcendence is a web browser extension that enables a personal view of the deep web by making web forms more flexible, enabling users to perform queries of interest to them that are not supported by the original interface. . It enables users to enter multiple values for form input fields that may have originally been restricted to one, submits all combinations of form input automatically, and merges these results for easy visualization. It uses unsupervised information extraction to automatically supply inputs, enabling users to partially reconstruct the databases underlying deep web resources, facilitating aggregate queries that were previously impossible. Transcendence is joint work with fellow graduate students, Anna Cavender, Ryan Kaminsky, Craig Prince and Tyler Robison.