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AI and Machine Learning

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:

  • 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]