Personal WebWatcher, Project Page

• Mladenic, D., (1998) Feature subset selection in text-learning (uncompressed) 10th European Conference on Machine Learning ECML98. Springer, Berlin, pp. 95-100. (abstract)
  

• Mladenic, D., (2001) Using Text Learning to help Web browsing (PDF) Proceedings of the 9th International Conference on Human-Computer Interaction, (HCI International 2001), New Orleans, LA, USA
  
• Mladenic, D., Grobelnik, M., (1999) Predicting content from hyperlinks (uncompressed) Proceedings of the ICML-99 Workshop on Machine Learning in Text Data Analysis, J.Stefan Institute, Ljubljana, Slovenia, pp. 19-24.
  Also in Proceedings of the Eight Electrotechnical and Computer Sc. Conference ERK'99, Ljubljana, Slovenia: IEEE section, 1999.
• Mladenic, D., (1999) Machine learning for better Web browsing (uncompressed) Proceedings of the Eight Electrotechnical and Computer Sc. Conference ERK'99, Ljubljana, Slovenia: IEEE section, 1999.
  Also in AAAI 2000 Spring Symposium Technical report on Adaptive User Interfaces
• Mladenic, D., (1999) Machine learning used by Personal WebWatcher (uncompressed) Proceedings of ACAI-99 Workshop on Machine Learning and Intelligent Agents, Chania, Crete, July 5-16, 1999. (abstract)
  
• Mladenic, D., (1999) Text-learning and related intelligent agents (Revised version in IEEE EXPERT, Special Issue on Applications of Intelligent Information Retrieval), July-August 1999.
  
• Joachims, T., Mladenic, D., (1998) Browsing-Assistenten, Tour Guides und Adaptive WWW-Server (abstract, in German) KI, Kunstliche Intelligenz, Special Issue Intelligent Information Agents, vol. 3, September 1998, pp. 23-29.
  
• Mladenic, D., (1998) Text-learning and intelligent agents (uncompressed) Technical Report IJS-DP-7948, Department of Intelligent Systems, J.Stefan Institute, Slovenia (Submitted to IEEE EXPERT, Special Issue on Applications of Intelligent Information Retrieval), April 1998. (abstract)
  
• Mladenic, D., (1997) Strojno ucenje za pomoc pri preiskovanju WWW (in Slovene), Usage of machine learning to help in browsing the Web, Proceedings of the Sixth Electrotechnical and Computer Sc. Conference ERK '97, Ljubljana, Slovenia: IEEE section, 1997, pp. 133-136. (abstract)
  
• Mladenic, D., (1996) Personal WebWatcher: Implementation and Design (uncompressed) Technical Report IJS-DP-7472, Department of Intelligent Systems, J.Stefan Institute, Slovenia.
  

• Mladenic, D., (1998), PhD thesis, Machine Learning on non-homogeneous, distributed text data (uncompressed) PhD thesis, University of Ljubljana, Slovenia, October 1998, 140 pages.
  
• Mladenic, D., (1997), proposal, Machine Learning on non-homogeneous, distributed text data (uncompressed) PhD thesisi proposal, University of Ljubljana, Slovenia, June,1997, 11 pages.
  
• Grobelnik, M., Mladenic, D., (1998) Learning Machine: design and impelmentation (uncompresses) Technical Report IJS-DP-7824, Department of Intelligent Systems, J.Stefan Institute, Slovenia, January, 1998.
  

Project Members

• Marko Grobelnik
• Thorsten Joachims
• Tom Mitchell (faculty principal investigator)
• Dunja Mladenic

This project is a part of CMU Text Learning Group work and strongly related to the Yahoo Planet project, the Word-Mining project and the PhD thesis project: Machine Learning on non-homogeneous, distributed text data