Artificial Intelligence/Knowledge Management

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 a primary interest in Artificial Intelligence/Knowledge Management

Roy Rada (rada@umbc.edu) [Professor]

evolutionary computation; intelligent agents for financial investing; ontologies

Victoria Y. Yoon (yoon@umbc.edu) [Professor]

intelligent agents, knowledge management, knowledge-based systems, and networks

Dongsong Zhang (zhangd@umbc.edu) [Associate Professor]

interactive e-Learning, multimedia content delivery in wireless environment, cross-cultural effect on computer-mediated communication, web services, information retrieval and extraction, knowledge discovery

Lina Zhou (zhoul@umbc.edu) [Associate Professor]

deception detection, computer-mediated communication, intelligent decision support, social network analysis, ontology, and knowledge management