We primarily focus on applying AI techniques such as natural language processing, machine learning, multi-agent, and intelligent tutoring to a variety of applications including knowledge management (knowledge acquisition, filtering, organization, and reuse, etc), text mining, information extraction, ontology development, and Web-based learning.
Faculty with an interest in AI/KM:
- Lujie Karen Chen, Ph.D., Carnegie Mellon University, Assistant Professor, lujiec@umbc.edu
- James Foulds, Ph.D., University of California, Irvine, Associate Professor, Graduate Program Director, Online M.S. in IS, jfoulds@umbc.edu
- Md Osman Gani, Ph.D., Marquette University, Assistant Professor, mogani@umbc.edu
- Karuna P Joshi, Ph.D., UMBC, Professor, Undergraduate Program Director, BTA, kjoshi1@umbc.edu
- Patti Ordóñez, Ph.D., UMBC, Associate Professor, ordopa1@umbc.edu
- Shimei Pan, Ph.D., Columbia University, Associate Professor, shimei@umbc.edu
- Sanjay Purushotham, Ph.D, University of Southern California, Associate Professor, psanjay@umbc.edu
- Nirmalya Roy, Ph.D., University of Texas at Arlington, Professor, Associate Chair, nroy@umbc.edu