SELECTED PUBLICATIONS
Areas
1. Intelligent Agents and Multiagent Systems (IAMAS)
2. Computer-Aided Education Systems (CADS)
3. Geographic Data and Information Analysis (GDIA)
4. Image Processing (IP)
5. Sea Ice Image Analysis (SIIA)
6. Bioinformatics (BIO)
7. Computer Science Education (CSE)
Journal Publications
Miller, L. D., L.- K. Soh, G. Nugent, and A. Samal (to appear). iLOG: A Framework for Automatic Annotation of Learning Objects with Empirical Usage Metadata, accepted to International Journal of Artificial Intelligence in Education. [CADS, CSE]
Joshi, L.-K. Soh, and A. Samal (to appear). Redistricting Using Constrained Polygonal Clustering, accepted to IEEE Transactions on Knowledge and Data Engineering. [GDIA]
Eck, A. and L.-K. Soh (to appear) Observer Effect from Stateful Resources in Agent Sensing, accepted to Journal of Autonomous Agents and Multiagent Systems.
Khandaker, N. & Soh, L.-K. (2010). Improving Group Selection and Assessment in an Asynchronous Collaborative Learning Application, International Journal of Artificial Intelligence in Education, 20(3):231-268. [IAMAS, CADS] PDF
Khandaker, N., L.-K. Soh, L. D. Miller, A. Eck, and H. Jiang (2010). Lessons Learned from Comprehensive Deployments of Multiagent CSCL Applications I-MINDS and ClassroomWiki, IEEE Transactions on Learning Technologies, 4(1):47-58. [IAMAS, CADS] PDF
Khandaker, N. and L.-K. Soh (2010). SimCoL: A Simulation Tool for Computer-Supported Collaborative Learning, to appear in IEEE Transactions on Systems, Man, and Cybernetics. [IAMAS, CADS] PDF
Khandaker, N. and L.-K. Soh (2010). ClassroomWiki: A Collaborative Wiki for Instructional Use with Multiagent Group Formation, IEEE Transactions on Learning Technologies, 3(3):190-202. [IAMAS, CADS] PDF
Spradling, C., L.-K. Soh, and C. J. Ansorge (2009). A Comprehensive Survey on the Status of Social and Professional Issues in United States Undergraduate Computer Science Programs and Recommendations, Computer Science Education, 19(3):137-153. [CSE] PDF
Soh, L.-K. and X. Li (2008). Investigating Adaptive, Confidence-Based Strategic Negotiations in Complex Multiagent Environments, Web Intelligence and Agent Systems, 6(3):313-326. [IAMAS] PDF
Khandaker, N. and L.-K. Soh (2008). Forming and Scaffolding Human Coalitions: A Framework and An Implementation in Computer-Supported Collaborative Learning Environment, International Transactions on Systems Science and Applications, 4(1):3-22. [IAMAS] PDF
Soh, L.-K., D. Fowler, and A. I. Zygielbaum (2007-2008). The Impact of the Affinity Learning Authoring Tool on Student Learning, Journal of Educational Technology Systems, 36(1):29-62. [CADS] PDF
Soh, L.-K. (2008). Considering Operational Issues for Multiagent Ontological Inferencing in a Distributed Information Retrieval Application, Web Intelligence and Agent Systems, 6(1):1-28. [IAMAS] PDF
Soh, L.-K., N. Khandaker, and H. Jiang (2008). I-MINDS: A Multiagent System for Intelligent Computer-Supported Cooperative Learning and Classroom Management, International Journal of Artificial Intelligence in Education, 18(2):119-151. [CADS] PDF
Soh, L.-K. and T. Blank (2008). Integrating Case-Based Reasoning and Multistrategy Learning for a Self-Improving Intelligent Tutoring System, International Journal of Artificial Intelligence in Education, 18(1):27-58. [CADS] PDF
Wu, H., L.-K. Soh, A. Samal, and X. Chen (2008). Trend Analysis of Streamflow Drought Events in Nebraska, Water Resources Management, 22:145-164. [GDIA] FDF
Fu, L., L.-K. Soh, and A. Samal (2008). Techniques for Computing Fitness of Use (FoU) for Time Series Datasets with Applications in the Geospatial Domain, Geoinformatica, 12(1):91-115. [GDIA] PDF
Soh, L.-K., A. Samal, and G. Nugent (2007). An Integrated Framework for Improved Computer Science Education: Strategies, Implementations, and Results, Computer Science Education, 17(1):59-83. [CSE] PDF
Nugent, G., L.-K. Soh, and A. Samal (2006). Design, Development and Validation of Learning Objects, Journal of Educational Technology Systems, 34(3):271-281. [CADS] PDF
Soh, L.-K., A. Samal, and J. Zhang (2006). A Task-Based Approach to User Interface Design for a Web-Based Hydrologic Information System, Transactions on GIS, 10(3):417-449. [GDIA] PDF
Nugent, G., L.-K. Soh, A. Samal, and J. Lang (2006). A Placement Test for Computer Science: Design, Implementation, and Analysis, Computer Science Education, 16(1):19-36. [CSE] PDF
Lang , J., G. Nugent, A. Samal, and L.-K. Soh (2006). Implementing CS1 with Embedded Instructional Research Design in Laboratories, IEEE Transactions on Education, 49(1):157-165. [CSE] PDF
Soh, L.-K., G. Nugent, and A. Samal (2005). A Framework for CS1 Closed Laboratories, Journal of Educational Resources in Computing, 5(4):1-13. [CSE] PDF
Li, X. and L.-K. Soh (2005) Hybrid Negotiation for Resource Coordination in Multiagent Systems, Web Intelligence and Agent Systems, 3(4):231-259. [IAMAS] PDF
Soh, L.-K. and C. Tsatsoulis (2005). A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation, Journal of Autonomous Agents and Multi-Agent Systems, 11:215-271. [IAMAS] PDF
Soh, L.-K., C. Tsatsoulis, D. Gineris, and C. Bertoia (2004). ARKTOS: An Intelligent System for Satellite Sea Ice Images, IEEE Transactions on Geoscience and Remote Sensing, 42(1):229-248. (Paper referenced by The Bibliography on Cold Regions Science and Technology, currently compiled by the American Geological Institute, at http://www.coldregions.org/cralert.htm#C_C_N390) [IP, SIIA]
Soh, L.-K. (2003). A Multiresolution, Dynamic and Adaptive Image Quantization Methodology: Automation and Analysis, Journal of Electronic Imaging, 12(2):229-243. [IP, SIIA]
Soh, L.-K. and C. Tsatsoulis (2002). ARKTOS: A Knowledge Engineering Software Tool for Images, International Journal of Human-Computer Studies, 57(6):469-496. [SIIA]
Soh, L.-K. and C. Tsatsoulis (2000). Separating Touching Objects in Remote Sensing Imagery: The Restricted Growing Concept and Implementations, IEEE Transactions on Image Processing, 9(2):312-315. [IP, SIIA]
Soh, L.-K. and C. Tsatsoulis (1999). Unsupervised Segmentation of ERS and RADARSAT Sea Ice Images Using Multiresolution Peak Detection and Aggregated Population Equalization, International Journal of Remote Sensing, 20(15&16):3087-3109. [IP, SIIA]
Soh, L.-K. and C. Tsatsoulis (1999). Segmentation for Satellite Imagery of Natural Scenes Using Data Mining, IEEE Transactions on Geoscience and Remote Sensing, 37(2):1086-1099. [IP, SIIA]
Soh, L.-K. and C. Tsatsoulis (1999). Texture Analysis of SAR Sea Ice Imagery Using Gray Level Co-occurrence Matrices, IEEE Transactions on Geoscience and Remote Sensing, 37(2):780-795. [IP, SIIA]
Haverkamp, D., L.-K. Soh, and C. Tsatsoulis (1995). A Comprehensive, Automated Approach to Determining Sea Ice Thickness from SAR Data, IEEE Transactions on Geoscience and Remote Sensing, 33(1):46-57. [IP, SIIA]
Conference Publications
Miller, L. D., L.-K. Soh, B. Neilsen, E. Lam, A. Samal, K. Kupzyk, and G. Nugent (2011). Revising Computer Science Learning Objects from Learner Interaction Data, to appear in Proceedings of SIGCSE’2011, Houston, TX. [CSE, CADS] PDF
Miller, L. D., L.-K. Soh, A. Samal, G. Nugent, K. Kupzyk, and L. Masmaliyeva (2011). Evaluating the Use of Learning Objects in CS1, to appear in Proceedings of SIGCSE’2011, Houston, TX. [CSE, CADS] PDF
Khandaker, N. and L.-K. Soh (2010). A Wiki with Multiagent Tracking, Modeling, and Coalition Formation, Proceedings of the 22nd Innovative Applications of Artificial Intelligence Conference (IAAI’2010), Atlanta, GA, July 12-14, 2010, pp. 1799-1806. [IAMAS, CADS] PDF
Joshi, D., L.-K. Soh, and A. Samal (2009). Redistricting Using Heuristic-Based Polygonal Clustering, Proceedings of the 22nd IEEE International Conference on Data Mining (ICDM’2009), Miami, FL, December 6-9, 2009, pp. 171-178. [GDIA] PDF
Riley, S.. D. Miller, L.-K. Soh, A.Samal, and G. Nugent (2009). A Framework for Automatic Empirically-Based Metadata Generation, Proceedings of the International Conference on Artificial Intelligence in Education (AIED’2009), Brighton, UK, July 6-10. [CADS] PDF
Soh, L.-K., A. Samal, S. Scott, S. Ramsay, E. Moriyama, G. Meyer, B. Moore, W. G. Thomas, and D. F. Shell (2009). Renaissance Computing: An Initiative for Promoting Student Participation in Computing, Proceedings of the SIGCSE’2009, Chattanooga, Tennessee, March 4-7, pp. 59-63. [CSE] PDF
Spradling, C., L.-K. Soh, and C. Ansorge (2008). Ethics Training and Decision-Making: Do Computer Science Programs Need Help? Proceedings of the SIGCSE’2008, Portland, Oregon, March 12-15, pp. 153-157. [CSE] PDF
Soh, L.-K. (2007). Integrated Introspective Case-Based Learning for Intelligent Tutoring Systems, Proceedings of the 22nd AAAI Conference on Artificial Intelligence (AAAI’07), July 22-26, Vancouver, British Columbia, Canada, pp. 1566-1571. [IAMAS, CADS] PDF
Soh, L.-K. (2006). Implementing the Jigsaw Model in CS1 Closed Labs, in Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education (ITiCSE’2006), Bologna, Italy, June 26-28, pp. 162-167. [CSE] PDF
Soh, L.-K., N. Khandaker, and H. Jiang (2006). Multiagent Coalition Formation for Computer-Supported Cooperative Learning, in Proceedings of the Innovative Applications of Artificial Intelligence (IAAI’2006), July 17-20, Boston, MA, pp. 1844-1851. [IAMAS, CADS] PDF
Soh, L.-K. and T. Blank (2005). An Intelligent Agent that Learns How to Tutor Students: Design and Results, in Proceedings of International Conference on Computers in Education (ICCE’2005), November 28 – December 2, Singapore, 420-427. Best Paper Award. [IAMAS, CADS] PDF
Soh, L.-K. and C. Chen (2005). Balancing Ontological and Operational Factors in Refining Multiagent Neighborhoods, in Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’2005), Utrecht, Netherlands, pp. 745-752. [IAMAS] PDF
Soh, L.-K. and X. Li (2004). Adaptive, Confidence-Based Multiagent Negotiation Strategy, in Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’2004), New York, NY, July 19-23, pp. 1048-1055. [IAMAS] PDF
Soh, L.-K. (2004). Using Game Days to Teach a Multiagent Systems Class, in Proceedings of the 35th Technical Symposium on Computer Science Education (SIGCSE’2004), March 3-7, Norfolk, VA, pp. 219-223. [CSE] PDF
Soh, L.-K., H. Jiang, and C. Ansorge (2004). Agent-Based Cooperative Learning: A Proof-of-Concept Experiment, in Proceedings of the 35th Technical Symposium on Computer Science Education (SIGCSE’2004), March 3-7, Norfolk, VA, pp. 368-372. [CSE] PDF
Soh, L.-K. and X. Li (2003). An Integrated Multilevel Learning Approach to Multiagent Coalition Formation, in Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI’2003), Acapulco, Mexico, August 12-15, 619-624. [IAMAS] PDF
Soh, L.-K. and C. Tsatsoulis (2001). Reflective Negotiating Agents for Real-Time Multisensor Target Tracking, in Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’01), August 6-11, Seattle, WA, pp. 1121-1127. [IAMAS] PDF
Soh, L.-K. and C. Tsatsoulis (2000). Using Learning by Discovery to Segment Remotely Sensed Images, in Proceedings of the 17th International Conference on Machine Learning (ICML-2000), June 29 – July 2, Stanford, CA, pp. 919-926. [IP] PDF