Knowledge Based System Track
33 credits of course work and 12 credits of dissertation
Required Track Courses / 12 credits
| COMPSCI535: Data Structures | 3 credits |
| COMPSCI710: Artificial Intelligence | 3 credits |
| COMPSCI425: Introduction to Data Mining | 3 credits |
| COMPSCI743: Intelligent User Interfaces | 3 credits |
(NEW-taught as 790 topic since 1999)
Required Mathematics & Quantitative Methods / 6 credits
Statistics (3 credits from the following list)
| BUS ADM795: Multivariate Techniques in Management Research | 3 credits |
| BUS ADM912: Statistical Methods for Management Research | 3 credits |
| ED PSY624: Educational Statistical Methods I | 3 credits |
| MATH767: Statistical Methods for Engineers and Scientists | 3 credits |
| MTHSTAT761: Mathematical Statistics I | 3 credits |
Probability (3 credits from the following list)
| ECON413: Statistics for Economists | 3 credits |
| MATH771: Theory of Probability | 3 credits |
Elective Track Courses / 15 credits
Computing and Applications (9-15 credits from the following list)
| BUS ADM: 741 Decision Support Systems and Groupware | 3 credits |
| BUS ADM: 746 Data Warehousing | 3 credits |
| BUS ADM: 814 Intelligent Systems for Business | 3 credits |
| BUS ADM: 995 Doctoral Seminar in Decision Sciences | 3 credits |
| BUS ADM: 998 Doctoral Seminar in Management Information Systems | 3 credits |
| COMPSCI458: Computer Architecture | 3 credits |
| COMPSCI459: Fundamentals of Computer Graphics | 3 credits |
| COMPSCI469: Introduction to Computer Security | 3 credits |
| COMPSCI520: Computer Networks | 3 credits |
| COMPSCI720: Computational Models of Decision Making | 3 credits |
| COMPSCI722: Artificial Intelligence Planning Techniques | 3 credits |
| COMPSCI723: Natural Language Processing | 3 credits |
| COMPSCI711/ELECENG711: Pattern Recognition | 3 credits |
| COMPSCI747: Human-Computer Interaction | 3 credits |
| COMPSCI757: Database Organization and File Structure | 3 credits |
| COMPSCI780: Multimedia Systems | 3 credits |
| COMPSCI810: Knowledge Representation | 3 credits |
| COMPSCI999: Advanced Independent Study | 3 credits |
| ED PSY631: Cognition Learning, Problem Solving and Thinking | 3 credits |
| ED PSY633: Applications of Learning Theories to Computer-Based Instruction | 3 credits |
| L&I SCI635: Digital Libraries | 3 credits |
| L&I SCI637: Information Storage and Retrieval | 3 credits |
| MTHSTAT861: Decision Theory I | 3 credits |
| MTHSTAT862: Decision Theory II | 3 credits |
Quantitative Analysis (Up to 6 credits from the following list)
| BUS ADM 918: Doctoral Seminar in Behavioral Research Techniques | 3 credits |
| BUS ADM 995: Topics: Doctoral Seminar in Decision Sciences | 3 credits |
| ED PSY724: Educational Statistical Methods II | 3 credits |
| ED PSY823: Structural Equation Modeling | 3 credits |
| ED PSY824: Advanced Experimental Design and Analysis | 3 credits |
| ED PSY825: Multivariate Analysis | 3 credits |
| ED PSY826: Analysis of Cross-Classified Data | 3 credits |
| ED PSY829: Methods of Scale Construction and Multidimensional Scaling | 3 credits |
| MTHSTAT762: Mathematical Statistics II | 3 credits |
Dissertation / 12 credits
| COMPSCI998: Doctoral Thesis | (variable credits) |
Please see the Knowledge Based System Area of Concentration.