Background and Motivation
Why we need more expressive formal languages for probability
Why unknown worlds matter
Technical development
Relational models with known skeleton
Relational models with unknown relations
Unknown objects and identity uncertainty
Applications
Citation matching
State estimation
BLOG software
Open problems, future work
Why we need syntax and semantics
数据挖掘研究院
http://www.dmresearch.net/uploads/20051231/1000000001.ppt
