Jae Young Lee

Jae Young LeeAssistant Professor of Computer Science

PhD, MS, University of Texas at Arlington
BS, Seoul National University, Korea

Dr. Lee has been teaching and conducting research in the computer science area for more than ten years. Before joining Boston University Metropolitan College, he taught at the Colorado School of Mines, the University of North Florida, and the University of Texas at Arlington. Lee actively conducts research on data mining, and has been awarded several grants to fund his work.

Research Interests

Data mining, outlier detection, unusual sequence detection, association rule mining.

Courses

  • MET CS 579 – Database Management
  • MET CS 780 – Database Administration
  • MET CS 699 – Data Mining and Business Intelligence
  • MET CS 566 – Analysis of Algorithms

Scholarly Works

Refereed International Conferences and Workshops:

Becker, K., and Lee, J. Y. “Causal Relationship between Information Communications Technology and Economic Growth in European Countries.” Proc. International Management Association Conference vol. 20 (Poland, 2011): 351–58.

“A Distributed Rule Mining Algorithm Based on FP-Tree.” In Proceedings of the 5th International Conference on Computer Science and Education in Computer Science. Boston, Mass. May 2009.

Rimey, R.D., W. Hoff, and Jae Young Lee. “Recognizing Wide-Area and Process-Type Activities.” In Proceedings of the International Conference on Information Fusion (Fusion 2007). Quebec, Canada. July 2007.

Lee, Jae Young, and W. Hoff. “Activity Identification Utilizing Data Mining Techniques.” In Proceedings of the IEEE Workshop on Motion and Video Computing (WMVC 2007). Austin, Tex. February 2007.

AlRamouni, S., and Jae Young Lee. “DARCI: Distributed Association Rule Mining Utilizing Closed Itemsets.” In Proceedings of the International Conference on Computer Science and Information Technology (CSIT2006), Vol. 2: 23-33. Amman, Jordan. April 2006.

Kim, Y.J., H.J. Mun, Jae Young Lee, and Y.T. Woo. “A Personalized Recommendation System Based on PRML for E-Commerce.” In Proceedings of the 32nd International Conference on Current Trends in Theory and Practice of Computer Science, LNCS, Vol. 3831: 360-369. Czechoslovakia. January 2006.

Mun, H.J., Jae Young Lee, Y. J. Kim, and Y. T. Woo. “A Concept Disambiguation Method Using Concept Specification for Ontology-Based Knowledge Management Systems.” In Proceedings of Asian Language Processing and Information Technology, 458-463. Thailand. June 2005.

AlRamouni, S., and Jae Young Lee. “Mining Multi-Level Association Rules from a Transactional Database Using FP-Tree.” In Proceedings of the 2005 International Conference on Data Mining (DMIN05), 97-103. Las Vegas, Nev. June 2005.

Parker, R., W. Hoff, A. Norton, Jae Young Lee, and M. Colagrosso. “Activity Identification and Visualization.” In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems, 124-133. Miami, Fla. May 2005.

Mun, H. J., Jae Young Lee, and Y. T. Woo. “A Technique on Domain Ontology Creation for Knowledge Management.” In 3rd International Conference on Computer and Information Sciences, 190-195. Los Angeles, Calif. August 2004.

Lee, Jae Young, and Ramez A. Elmasri. “A Temporal Algebra for an ER-Based Temporal Data Model.” In Proceedings of the 17th International Conference on Data Engineering (ICDE 2001), 33-40. Heidelberg, Germany. April 2001.

Lee, Jae Young, and R. Elmasri. “An EER-Based Conceptual Model and Query Language for Time-Series Data.” In Proceedings of the 17th International Conference on Conceptual Modeling ER ’98, 21-34. Singapore. November 1998. (Published as Lecture Notes in Computer Science, vol. 1507. Edited by T.W. Ling et al. Springer-Verlag, 1998.)

Elmasri, Ramez, and Jae Young Lee. “Implementation Options for Time-Series Data.” International Workshop on Temporal Databases. Dagstuhl, Germany. June 1997. (Proceedings published as Temporal Databases: Research and Practice (Lecture Notes in Computer Science), 1399:115-128. Edited by Opher Etzion et al. Springer-Verlag. 1998.)

Lee, Jae Young, R. Elmasri, and J. Won. “Specification of Calendars and Time Series for Temporal Databases.” In Proceedings of the 15th International Conference on Conceptual Modeling ER ’96, 341-356. Cottbus, Germany. October 1996. (Published as Lecture Notes in Computer Science, vol. 1157. Edited by Bernhard Thalheim. Springer-Verlag. 1996.)

Lee, Jae Young, and H.Y. Youn. “PSIM: Periodically Shifted Interleaved Memory System.” In Proceedings of the 23rd International Conference on Parallel Processing, 220-223. August 1994.

Lee, Jae Young, H.Y. Youn, and A.D. Singh. “Adaptive Voting for Faulty (VFF) Node Scheme for Distributed Self-Diagnosis.” In Proceedings of the 23rd International Symposium on Fault-Tolerant Computing, 480-489. Toulouse, France. June 1993.

Lee, Jae Young, H.Y. Youn, and V.K. Raj. “An Efficient Dictionary Machine Using Hexagonal Processor Arrays.” In Proceedings of the 5th ISMM International Conference on Parallel and Distributed Computing and Systems, 322-327. Pittsburgh, Pa. October 1992.

Refereed Journals:

Lee, J. Y., and Mendlinger, S. “Perceived Self-efficacy and Its Effect on Online Learning Acceptance and Student Satisfaction.” Journal of Service Science and Management 4, no. 3 (Scientific Research Publishing, Irvine, Calif., September 2011): 243–52. ISSN: 1940-9893.

“Critical Factors Promoting Customer Loyalty to Smartphone and Mobile Communications Service Providers.” Academy of Marketing Studies Journal 15, no. 1 (Allied Academies, Arden, N.C., August 2011): 59–69. ISSN: 1095-6298.

Lee, J. Y., and Mendlinger, S. “Empirical Investigation of the Relationship between the Operational Competence of Service Providers and the Use and Adoption of Mobile Commerce.” Journal of Distribution Science 9, no. 2 (Seoul, Korea: Korea Distribution Science Association, June 2011): 5–12. ISSN: 1738-3110.

Kim, Y., and Lee, J. Y. “Critical Factors in Promoting Customer Acceptance of and Loyalty to Online Business Management Degree Programs.” African Journal of Business Management 5, no. 1 (January 2011): 203–11. ISSN: 1993-8233.

Becker, K., Lee, J. Y., and Nobre, H. “Internet Freeloaders and Ecommerce Decision Making.” International Journal of Technology Marketing 5, no. 4 (2010): 291–302.

Mun, H.J., Jae Young Lee, and Y.T. Woo. “A Domain Ontology Creation Method for Ontology-based Knowledge Management Model.” International Journal of Computer and Information Science 6, no. 2 (June 2005): 99-108.

Lee, Jae Young, R. Elmasri, and J. Won. “An Integrated Temporal Data Model Incorporating Time Series Concept.” Data & Knowledge Engineering, 24, no. 3 (January 1998): 257-276.

Youn, H.Y., and Jae Young Lee. “An Efficient Dictionary Machine Using Hexagonal Processor Arrays.” IEEE Transaction on Parallel and Distributed Systems 7, no. 3 (March 1996): 266-273.

Lee, Jae Young, H.Y. Youn, and A.D. Singh. “Adaptive Unanimous Voting (UV) for Distributed Self-Diagnosis.” IEEE Transaction on Computers 44, no. 5 (May 1995): 730-735.

What advice do you have for new students?

Always keep your mind open.