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About Andrew McCallum

The main goal of my research is to dramatically increase our ability to mine actionable knowledge from unstructured text. I am especially interested in information extraction from the Web, understanding the connections between people and between organizations, expert finding, social network analysis, and mining the scientific literature & community. Toward this end my group develops and employs various methods in statistical machine learning, natural language processing, information retrieval and data mining---tending toward probabilistic approaches and graphical models.

Positions

Present Director, Computational Social Science Initiative, University of Massachusetts Amherst
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Present Professor, Department of Computer Science, University of Massachusetts Amherst
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Curriculum Vitae


Disciplines



Honors and Awards

  • 2014-15 Samuel F. Conti Faculty Fellowship Award


Contact Information

244 Computer Science Building
University of Massachusetts Amherst
Amherst Ma, 01003
Tel: 413 545-1323
Fax: 413 545-1789

Email:


Latent Dirichlet Allocation Models (1)

Machine Learning (2)

No Subject Area (141)