Faculty • Affiliated Faculty • Research Associates • Graduate Students

 

Un Yong Nahm

Office:

Taylor 4.134

Email:

pebronia@cs.utexas.edu

Homepage:

cs.utexas.edu/users/pebronia

Faculty Advisor:

Raymond Mooney

Research Interests

My research focuses on empirical and knowledge-based machine learning techniques, including applications related to natural language understanding. I am currently interested in text data mining using information extraction which is a joint research area of natural language processing, knowledge acquisition, information retrieval, knowledge discovery in databases and machine learning.

Projects

Text Data Mining: Text data mining concerns the application of data mining (knowledge discovery in databases, KDD) to unstructured textual data. Our work focuses on using informaion extraction to first extract a structured database from a corpus of natural language texts and then discover interesting patterns, rules or trends in the resulting database using traditional or customized KDD tools.

 

Selected Publications

A Mutually Beneficial Integration of Data Mining and Information Extraction