Jennifer Neville
University/Research Lab: Purdue University: Computer Science Department
Location: (West Lafayette, IN)
Personal Research Web Page: http://www.cs.purdue.edu/homes/neville
Keywords: Machine learning, data mining, relational learning, social networks, graph mining, link analysis, computational social science
Location: (West Lafayette, IN)
Personal Research Web Page: http://www.cs.purdue.edu/homes/neville
Keywords: Machine learning, data mining, relational learning, social networks, graph mining, link analysis, computational social science
Posted on: Wednesday, April 28th, 2010
Broad Research Area: AI / Machine Learning / Robotics / Vision, Databases / Information Retrieval / Data Mining, Social Computing / Social Informatics
Research Interests:
My research interests lie in the fields of machine learning and data mining. In particular, I focus on the development and analysis of algorithms for relational domains, including social networks, communication networks, and citation analysis. My recent work can be broadly categorized into three areas: (1) design and implementation of data mining techniques, (2) discovery of, and adjustment for, statistical biases due to relational data characteristics, and (3) application to real-world tasks.
