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, PhD, UMBC (kjoshi1@umbc.edu) [Associate Professor]
- Shimei Pan, PhD, Columbia University(shimei@umbc.edu [Associate Professor]
- Maryam Rahnemoonfar, Ph.D, University of Salford Manchester (maryam@umbc.edu) [Associate Professor]
- Nirmalya Roy, PhD, University of Texas at Arlington (nroy@umbc.edu) [Assistant Professor]