| 2007, | PhD, Computer Science and Engineering, University of Texas at Arlington Dissertation: Learning Video Preferences Using Visual Features and Closed Captions |
| 2002, | MA, Economics, University of Texas at Arlington |
| 1999, | MS, Computer Science and Engineering, University of Texas at Arlington Thesis: The Organization of Internet Web Pages using WordNet and Self-organizing Maps |
| 1992, | BS, Electrical Engineering, University of Texas at Arlington |