Call for Papers

Schedule

Proceedings

Pointers
Papers
Software
Data

Contact Information
Information
Mailing List

Related Events

• Dagstuhl Seminar on Probabilistic, Logical and Relational Learning -- Towards a Synthesis (2005)
• ICML 2004 Workshop on Statistical Relational Learning and its Connections to Other Fields
• IJCAI 2003 Workshop on Learning Statistical Models from Relational Data
• Workshop on Statistical Inference, Computing and Visualization for Graphs (Aug. 2003)
• KDD 2003 Workshop on Multi-relational Data Mining
• IJCAI 2003 Workshop on Text and Link Mining
• Summer School on Relational Data Mining (Aug. 2002)
• AAAI 2000 Workshop on Learning Statistical Models from Relational Data

Surveys, Collections, and Tutorials

• Machine Learning Special Issue on Multi-Relational Data Mining and Statistical Relational Learning edited by Hendrik Blockeel, David Jensen, and Stefan Kramer (Feb. 2006)
• SIGKDD Explorations Special Issue on Link Mining edited by Lise Getoor and Christopher P. Diehl (Dec. 2005)
• NIPS 2005 Tutorial on First-Order Probabilistic Models: Into the Unknown [also a PDF version] by Stuart Russell and Brian Milch (Dec. 2005)
• ECML/PKDD 2005 Tutorial on Probabilistic Inductive Logic Programming by Kristian Kersting (Oct. 2005)
• IJCAI 2005 Tutorial on Representation, Learning and Inference in Relational Probabilistic Languages by Lise Getoor and Avi Pfeffer (July 2005)

Software

• Probabilistic-logical models software repository compiled by Kristian Kersting

Data Sets

• Duplicate detection, record linkage, and identity uncertainty data sets compiled by Mikhail Bilenko
• Citation matching and information extraction data sets compiled by Andrew McCallum
• Univ. of Washington CSE Department data set created by Pedro Domingos and his group
• WebKB university web page data set
• MovieLens collaborative filtering data set (successor to the EachMovie data set)
• Internet Movie Database (IMDb) data in machine-readable form