Research Areas
- Artificial Intelligence/Knowledge Management
- Database/Data Mining
- Decision Making Support Systems
- Human-Centered Computing
- Software Engineering/Systems Analysis and Design
- Application Domains
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