Name (abbrev)

Name (full)

Category

Last update

Four Universities

WebKB - Four universities data set

Learning from WWW

b D, Y

Application domain

Further specifications

raw html + preprocessed ILP data

Type

Format

Complexity

ILP + Doc. collection

raw html data, FOIL

8,282 web pages (28MB), ILP data (26.5MB)

WWW / FTP

http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/

Contact person(s)

Related group(s)

Optional contact address

2. CMU-SCS, Learning Lab

References

• 
  
• 
  Learning to Extract Symbolic Knowledge from the World Wide Web.
  
  M. Craven, D. DiPasquo, D. Freitag, A. McCallum, T. Mitchell, K. Nigam and S. Slattery.
  
  Proceedings of the 15th National Conference on Artificial Intelligence (AAAI-98).
  
  
  (8 pages)
  

  
  
  

• 
  Learning to Construct Knowledge Bases from the World Wide Web.
  
  M. Craven, D. DiPasquo, D. Freitag, A. McCallum, T. Mitchell, K. Nigam and S. Slattery.
  
  to appear in Artificial Intelligence , 1999.
  
  
  (57 pages)
  

  
  
  

• 
  Combining Statistical and Relational Methods for Learning in Hypertext Domains.
  
  S. Slattery and M. Craven.
  
  Proceedings of the 8th International Conference on Inductive Logic Programming (ILP-98).
  

  
  
  

• 
  First-Order Learning for Web Mining.
  
  M. Craven, S. Slattery and K. Nigam.
  
  Proceedings of the 10th European Conference on Machine Learning (ECML-98 ).
  

  
  

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