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 (lujiec@umbc.edu) [Assistant Professor]
- Md Osman Gani, Ph.D., Marquette University (mogani@umbc.edu) [Assistant Professor]
- Karuna P Joshi, Ph.D., UMBC (kjoshi1@umbc.edu) [Associate Professor] [Undergraduate Program Director, BTA]
- Patti Ordóñez, Ph.D., UMBC (ordopa1@umbc.edu) [Associate Professor]
- Shimei Pan, Ph.D., Columbia University (shimei@umbc.edu) [Associate Professor]
- Nirmalya Roy, Ph.D., University of Texas at Arlington (nroy@umbc.edu) [Professor]