Pushing statistical analytics to domain experts!
DeepDive is an encyclopedia by the machines, for the people! DeepDive extracts relationships between persons, locations, organizations, and tries to enrich Wikipdia. DeepDive runs extractors over hundres of millions of Web pages, and hundreds of thousands of YouTube videos. This is the joint work with Feng Niu, Christopher Ré, and Jude Shavlik.
Tuffy and Felix are scalable inference engines for Markov logic network (MLN). Tuffy scales up MLN grounding with SQL and search with graph partitioning. Felix introduces an operator-based perspecitve into the inference of Markov Logic, which is inspired by the classic textbook RDBMS. Felix highlights a compilier, an optimizer, and a parallelized executor. They are the joint work with Feng Niu, Christopher Ré and Jude Shavlik.
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