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Monday, January 21, 2019 Rockford University offices are closed in observance of the Martin Luther King, Jr. holiday.

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Campus Directory

Campus Directory

Kwon, Donghwoon

Kwon, Donghwoon
Donghwoon Kwon, D.Sc.
Assistant Professor of Computer Science
815-226-4056
Starr Science Center
302D
D.Sc. Applied Information Technology, Towson University
M.S. Project Management, University of Alaska Anchorage
B.S. Computer Engineering, Daegu University
Courses Taught
Software Design Principles, Web Technologies and Systems I, Game Applications, Data Communications, Integrative Programming and Technology

About:
Dr. Donghwoon Kwon joined the Rockford University in the fall of 2018 as an assistant professor. Prior to this, Dr. Kwon worked as a full-time assistant professor and part-time adjunct professor in the Department of Computer Science and Information Systems at Texas A&M University-Commerce from January, 2016 to May, 2018. Dr. Kwon has published a total of 30 research papers to reputable journals and international conferences. In addition, Dr. Kwon participated in the smart connected car research project from August, 2016 to November, 2017, developed the deep learning-based blind spot detection system, and obtained software copyright from the Korea Copyright Commission (Copyright number: C-2018-006207) in 2018.

Research Interests
Network Anomaly Detection, Internet of Things (IoT), Cloud Computing, Machine Learning and Deep Learning, IT / IS Project Management, Software Engineering, Database Management

Publications:
Journal Articles
1. R. Malaiya, D. Kwon, S. Suh, H. Kim, I. Kim, and J. Kim, “Using Deep Learning for Network Anomaly Detection,” Computing, Springer Journals, July 2018. [Submitted and under review, Impact Factor: 1.654]
2. S. Baek, D. Kwon, S. Suh, H. Kim, I. Kim, and J. Kim “Clustering-based Label Estimation for Network Anomaly Detection,” Digital Communications and Networks, Elsevier, Jul, 2018 (Submitted and under review, Cite Factor: 3.66)
3. D. Kwon, I. Jeong, G. Yoon, B. Bakr, and K. Kim, “A Study on Probabilistic Schedule Estimation and Refinement of the Small and Medium-Sized Software Development Projects,” Journal of Software, ISSN 1796-217X, Vol. 13 No. 3, March 2018
4. G. Yoon, D. Kwon, K. Kim, and I. Jeong, “A Study on Objective Schedule Estimation for Software Development Projects Based on the Constructive Cost Model (COCOMO)”, Journal of Industrial Information Technology and Application (JIITA), Vol. 1 No. 3, October 2017
5. D. Kwon, H. Kim, J. Kim, S. Suh, I. Kim, and K. Kim, “A Survey of Deep Learning-based Network Anomaly Detection,” Cluster Computing - The Journal of Networks, Software Tools and Applications, Springer, Sep. 2017 [Thomson-Reuter Indexed, Impact Factor: 2.040]
6. D. Kwon, S. Park, and J. Ryu, “A Study on Big Data Thinking of the IoT-based Smart-Connected Car in Conjunction with CAN Bus and LTE,” Symmetry Aug. 2017 [Thomson-Reuter Indexed, Impact Factor: 1.457]
7. J. Ryu and D. Kwon, “An Analysis of the Surveillance Image Monitoring System Using Multi-Image Stitching,” International Journal of Imaging and Robotics, Vol. 17, No. 3, 2017, ISSN 2231-525X
8. Z. Cheng, D. Kwon, C. Jin, and Y. Kwon, “A Study on C2B2C Business Integration Model Design,” Journal of Multimedia Information Systems (JMIS), Vol. 3 No. 3. December 2016, ISSN 2383-7632
9. D. Kwon & R. Hammell, “Early Stage Probabilistic Software Project Schedule Estimation,” Journal of Information Systems Applied Research (JISAR), Vol. 6 No. 4, November 2013 [Top 30% Paper Awarded, Acceptance rate: 45%]
10. Y. Kwon, J. Cui, and D. Kwon, “A Study on Comparison Analysis of the System Quality Factors between Korea and China Shopping Mall Websites,” Journal of Korea Multimedia Society Vol. 16 No. 11, November 2013
11. Y. Kwon, J. Cui, and D. Kwon, “A Study on Effective Website Implementation using Reliability Measurement,” Journal of Korea Multimedia Society Vol. 14 No. 6, June 2011
12. Y. Kwon, J. Cui, and D. Kwon, “Design and Implementation of a Messenger Program for PDA using UML,” Journal of the Korea Industrial Information Systems Research, Vol. 15, Issue 5, 2010
13. Y. Kwon, H. Zhang, G. Gao, and D. Kwon, “Evaluation of Web Accessibility,” Journal of Decision Science, Vol. 17, No. 1, ISSN: 1598-8090, 2009
14. Y. Kwon, C. Yang, and D. Kwon, “A Study on E-Commerce Recommender Systems Based on LSI and Fuzzy Model,” Journal of Computer and Communication, Vol. 6 No. 1, ISSN: 1598-6640, January 2009

Conference Proceedings
1. D. Kwon, K. Natarajan, S. Suh, H. Kim, and J. Kim, “An Empirical Study on Network Anomaly Detection using Convolutional Neural Networks,” 2018 IEEE 38th International Conference on Distributed Computing Systems, Vienna, Austria, July 2-5, 2018
2. R. Malaiya, D. Kwon, J. Kim, S. Suh, H. Kim, and I. Kim, “An Empirical Evaluation of Deep Learning for Network Anomaly Detection,” International Conference on Computing, Networking, and Communications (ICNC 2018), Maui, Hawaii, March 5-8, 2018 (Accepted, Acceptance Rate: 26%)
3. D. Kwon, I. Jeong, G. Yoon, B. Bakr, and K. Kim, “A Study on Probabilistic Schedule Estimation and Refinement of the Small and Medium-Sized Software Development Projects,” The 2018 10th International Conference on Computer and Automation Engineering (ICCAE 2018), Brisbane, Australia, February 24-26, 2018 (Accepted) **Paper subsequently selected for inclusion in the Journal of Software; included above in Journal Articles
4. D. Kwon, Y. Sim, and J. Ryu, “Development of the PC Program for Arc Welding Quality Determination,” 2018 International Symposium on Innovation in Information Technology and Applications (ISIITA 2018), Jan 30 - Feb 2, 2018
5. K. Kim and D. Kwon, “BIM Integration with Big Data for Construction Scheduling,” 2018 International Symposium on Innovation in Information Technology and Applications (ISIITA 2018), Jan 30 - Feb 2, 2018
6. D. Kwon, S. Park, S. Baek, R. Malaiya, G. Yoon, and J. Ryu, “A Study on Development of the Blind Spot Detection System for the IoT-Based Smart Connected Car,” The IEEE International Conference on Consumer Electronics (ICCE) 2018, Las Vegas, NV, January 12-14, 2018
7. S. Baek, D. Kwon, J. Kim, S. Suh, H. Kim, and I. Kim, “Unsupervised Labeling for Supervised Anomaly Detection in Enterprise and Cloud Networks,” The 4th IEEE International Conference on Cyber Security and Cloud Computing (IEEE CSCloud 2017), New York City, NY, June 26-28, 2017 (Acceptance Rate: 28.7%)
8. D. Kwon, G. Yoon, S. Kim, and Y. Kwon, “A Study on Auto Patrol Drone Development for Safety Management,” 2017 International Conference on Compute and Data Analysis (ICCDA 2017), Lakeland, FL, May 2017
9. D. Kwon, D. Yun, and J. Ryu, “A Study on the treatment method of the on / off branch pipeline for real-time multi-image stitching,” The International Symposium on Innovation in Information Technology and Applications (ISIITA 2017), Danang, Vietnam, Jan. 10-13, 2017
10. D. Kwon and R. Hammell, “Objective Framework for Early-Stage Comparison of Software Development Project Types,” 14th IEEE/ACIS International Conference on Computer and Information Science (ICIS), Las Vegas, June 2015
11. D. Kwon and R. Hammell, “Refinement/verification of early stage probabilistic software project schedules in the planning stage,” 15th IEEE / ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Las Vegas, June 2014
12. D. Kwon, J. Cui, Y. Kwon, and C. Jin, “A Study on Comparison on the Technical Factors of Korea and China Shopping Mall Website,” 14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Hawaii, July 2013
13. D. Kwon and R.J. Hammell II, "Early Stage Probabilistic Software Project Schedule Estimation" Proceedings of the 5th Annual Conference on Information Systems Applied Research (CONISAR 2012), 1-4 November 2012, New Orleans, LA, http://proc.conisar.org/2012/pdf/2222.pdf. **Paper subsequently selected for inclusion in the Journal of Information Systems Applied Research; included above in Journal Articles
14. S. Kim, T. Brewer, G. Kretchik, D. Kwon, H. Yeo, and K. Brown, “Prioritization of Future Freight Infrastructure Projects within the Anchorage Metropolitan Area Transportation solutions (AMATS)”, Proceedings of 13th TRB National Transportation Planning Applications Conference, Reno, Nevada, May 8-12, 2011
15. C. Yang, Y. Kwon, D. Kwon, and J. Ra, “A Study on a Fuzzy Synthetic Judgment Method for an E-Commerce Recommender System,” ProMAC 2008 4th International Conference in Project Management, Anchorage, AK, September 2008

Book Chapter
1. D. Kwon, Y. Kwon, Y. Song, and R. Lee, “An Empirical Study on the Relationship between User Characteristics and Quality Factors for Effective Shopping Mall Websites Implementation,” Software Engineering Research, Management and Applications, Springer International Publishing, ISSN: 1860-949X, 2014

Poster
1. Y. Kwon, C. Yang, and D. Kwon, “A Fuzzy-SVD Model for Product Recommendation,” The 2008 International Conference on Multimedia, Information Technology and its Applications (MITA 2008), Thailand, July 2008
Professional Memberships and Community Service:

IEEE SCI 2017 Reviewer
Journal of Multimedia Information System (JMIS) Reviewer
Member of Institute of Electrical and Electronics Engineers (IEEE)
Member of Korean-American Scientists and Engineers Association
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