Home

Jump to bottom Edit New page

krivard edited this page Oct 31, 2014 · 14 revisions

ProPPR: Programming with Personalized PageRank

Publications

[Programming with Personalized PageRank: A Locally Groundable First-Order Probabilistic Logic] (http://www.cs.cmu.edu/~wcohen/postscript/cikm-2013-proppr.pdf) CIKM-2013, Honorable Mention for Best Paper

Beyond the README

Walkthroughs and Tutorials: Line-by-line demos
Concepts: What's a logic program? What's a graph? What's being learned? What are the features?
Using Features in ProPPR: How to pair the right feature with the right program
Best Practices: How do I build a good dataset?

Contributing to ProPPR

Commit Checklist How to run tests and avoid breaking the build
Feature Functions Spec Internal specification of feature functions

Version History

Initial python prototype, Winter 2012
Initial Java learner, Winter 2012/2013
Initial Java prover, Spring 2013
Proving revision of python prototype, Summer 2013 (newcomponents etc)
Full Java system, Autumn 2013?
WAM python prototype, Summer 2014
WAM Java system, Autumn 2014