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Andrew McCallum

Andrew McCallum

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Professor @ University of Massachusetts Professor, Computer Science, UMass Amherst
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Education

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University of Rochester

PhD, Computer Science 1991-01-01 - 1995-01-01
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Dartmouth College

BA, Computer Science 1985-01-01 - 1989-01-01

Work Experience

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University of Massachusetts

Current

University of Massachusetts

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University of Massachusetts Amherst

2002-01-01 - 2008-01-01

University of Massachusetts Amherst

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WhizBang Labs

2000-01-01 - 2002-01-01

WhizBang Labs

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Carnegie Mellon University

1996-01-01 - 2002-01-01

Carnegie Mellon University

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Just Research (JPRC)

1996-01-01 - 2000-01-01

Just Research (JPRC)

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University of Rochester

1991-01-01 - 1995-01-01

University of Rochester

Skills

Machine Learning Social Network Analysis Bayesian networks Natural Language Processing Text Mining Artificial Intelligence Information Extraction Information Retrieval Computer Science Pattern Recognition Graphical Models Text Analytics Data Mining Algorithms Computational Linguistics Text Classification Distributed Systems Scala Parallel Programming Recommender Systems

Summary

Previously Vice President of Research and Development at WhizBang Labs, and and Director of their 30-person research and development lab in Pittsburgh, PA. Previously Research Scientist and Coordinator at "Just Research" (Justsystem Pittsburgh Research Center). Previously Postdoctoral Research Fellow at Carnegie Mellon University, with Sebastian Thrun and Tom Mitchell. Specialties: Information extraction from unstructured text on the Web, in email and elsewhere, text data mining, social network analysis, statistical machine learning, Bayesian networks, graphical models. Developer of several toolkits for machine learning, text processing, NLP and data mining: RAINBOW http://www.cs.cmu.edu/~mccallum/bow/rainbow/ MALLET http://mallet.cs.umass.edu FACTORIE http://code.google.com/p/factorie/

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