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  • 2008

    Ethics training and decision-making: Do computer science programs need help?

    Spradling, C. L., Soh, L. K. & Ansorge, C. J., 2008, SIGCSE'08 - Proceedings of the 39th ACM Technical Symposium on Computer Science Education. p. 153-157 5 p. (SIGCSE'08 - Proceedings of the 39th ACM Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    26 Scopus citations
  • 2007

    Forming and scaffolding human coalitions with a multi-agent framework

    Soh, L. K. & Khandaker, N., 2007, AAMAS'07 - Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems. p. 406-408 3 p. 62. (Proceedings of the International Conference on Autonomous Agents).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Incorporating an intelligent tutoring system into CS1

    Soh, L. K., 2007, Proceedings of the Thirty-Seventh SIGCSE Technical Symposium on Computer Science Education. p. 486-490 5 p. (Proceedings of the Thirty-Seventh SIGCSE Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Integrated introspective case-based reasoning for intelligent tutoring systems

    Soh, L. K., 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 1566-1571 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Statistics and analysis tools for a computer-supported collaborative learning system

    Miller, L. D., Eck, A., Soh, L. K. & Jiang, H., 2007, 37th ASEE/IEEE Frontiers in Education Conference, FIE. p. F3J1-F3J6 4418095. (Proceedings - Frontiers in Education Conference, FIE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Testing collaborative traffic over wireless protocols

    Eck, A., Soh, L. K., Jiang, H. & Chou, T., 2007, 37th ASEE/IEEE Frontiers in Education Conference, FIE. p. F4J11-F4J16 4417895. (Proceedings - Frontiers in Education Conference, FIE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2006

    A computer-supported cooperative learning system with multiagent intelligence

    Soh, L. K., Khandaker, N., Liu, X. & Jiang, H., 2006, Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. p. 1556-1563 8 p. (Proceedings of the International Conference on Autonomous Agents; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    23 Scopus citations
  • Adaptive, confidence-based strategic negotiations in complex multiagent environments

    Li, X. & Soh, L. K., 2006, FLAIRS 2006 - Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference. Vol. 2006. p. 80-85 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Commercializing a multiagent-supported collaborative system

    Soh, L. K. & Jiang, H., 2006, Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. p. 1522-1529 8 p. (Proceedings of the International Conference on Autonomous Agents; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Implementing the jigsaw model in CS1 closed labs

    Soh, L. K., 2006, ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 163-167 5 p. (ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Implementing the jigsaw model in CS1 closed labs

    Soh, L. K., 2006, Working Group Reports on ITiCSE on Innovation and Technology in Computer Science Education 2006. p. 163-167 5 p. (Working Group Reports on ITiCSE on Innovation and Technology in Computer Science Education 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Multiagent coalition formation for computer-supported cooperative learning

    Soh, L. K., Khandaker, N. & Jiang, H., 2006, Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. p. 1844-1851 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    22 Scopus citations
  • Student learning and team formation in a structured CSCL environment

    Khandaker, N., Soh, L. K. & Jiang, H., 2006, Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding, Proceeding of the 14th International Conference on Computers in Education, ICCE 2006. (Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding, Proceeding of the 14th International Conference on Computers in Education, ICCE 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • 2005

    Analyzing relationships between closed labs and course activities in CS1

    Soh, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, ITiCSE 2005: Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 183-187 5 p. (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Analyzing student motivation and self-efficacy in using an intelligent tutoring system

    Soh, L. K. & Miller, L. D., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 892-895 4 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • An intelligent agent that learns how to tutor students: Design and results

    Soh, L. K. & Blank, T., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 418-425 8 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • An intelligent survey framework using the life events calendar

    Kite, J. & Soh, L. K., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627033. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Balancing ontological and operational factors in refining multiagent neighborhoods

    Soh, L. K. & Chen, C., 2005, Proceedings of the International Conference on Autonomous Agents. Dignum, F., Dignum, V., Koenig, S., Kraus, S., Pechoucek, M., Singh, M., Steiner, D., Thompson, S. & Wooldridge, M. (eds.). p. 875-881 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Closed laboratories with embedded instructional research design for CS1

    Soh, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005. Association for Computing Machinery (ACM), p. 297-301 5 p. (Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Computer-supported structured cooperative learning

    Soh, L. K., Khandaker, N., Liu, X. & Jiang, H., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 426-433 8 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Design, development, and validation of a learning object for CS1

    Nugent, G., Soh, L. K., Samal, A., Person, S. & Lang, J., 2005, ITiCSE 2005: Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 370 1 p. (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Exploiting the advantages of object-based DSM in a heterogeneous cluster environment

    Liu, X., Jiang, H. & Soh, L. K., 2005, 2005 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2005. p. 800-807 8 p. 1558644. (2005 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2005; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • ILMDA: An intelligent learning materials delivery agent and simulation

    Soh, L. K., Blank, T., Miller, L. D. & Person, S., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627023. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Intelligent collaborating agents to support teaching and learning

    Zhang, X., Soh, L. K., Liu, X. & Jiang, H., 2005, 2005 IEEE International Conference on Electro Information Technology. 1627054. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • K-means clustering with multiresolution peak detection

    Yu, G., Soh, L. K. & Bond, A., 2005, 2005 IEEE International Conference on Electro Information Technology. 1626978. (2005 IEEE International Conference on Electro Information Technology; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2004

    Adaptive, confidence-based multiagent negotiation strategy

    Soh, L. K. & Li, X., 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. Jennings, N. R., Sierra, C., Sonenberg, L. & Tambe, M. (eds.). p. 1048-1055 8 p. (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • Adaptive learning to optimize resource management in a multi-agent framework

    Chen, C. & Soh, L. K., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04. Arabnia, H. R. (ed.). p. 386-389 4 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • A distributed shared object model based on a hierarchical consistency protocol for heterogeneous clusters

    Liu, X., Jiang, H. & Soh, L. K., 2004, 2004 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2004. p. 515-522 8 p. (2004 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Agent-based cooperative learning: A proof-of-concept experiment

    Soh, L. K., Jiang, H. & Ansorge, C., Mar 2004, SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education). 1 ed. Vol. 36. p. 368-372 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Agent-based cooperative learning: A proof-of-concept experiment

    Soh, L. K., Jiang, H. & Ansorge, C., 2004, Proceedings of the Thirty-Fifth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2004. p. 368-372 5 p. (Proceedings of the SIGCSE Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations
  • Authoritative citation KNN learning in multiple-instance problems

    Bernadt, J. & Soh, L. K., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Institute of Electrical and Electronics Engineers Inc., p. 410-417 8 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Authoritative citation KNN learning with noisy training datasets

    Bernadt, J. & Soh, L. K., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04 and Proceedings of the International Conference on Machine Learning; Models, Technologies and Applications, MLMTA'04). Arabnia, H. R. & Youngsong, M. (eds.). p. 916-921 6 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Case-based learning mechanisms to deliver learning materials

    Blank, T., Soh, L. K., Miller, L. D. & Person, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 423-428 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Cautious cooperative learning with distributed case-based reasoning

    Soh, L. K., 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). p. 196-201 6 p. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Creating an SVM to play strong poker

    Blank, T., Soh, L. K. & Scott, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 150-155 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Experience-based resource description and selection in multiagent information retrieval

    Soh, L. K., 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). p. 8-13 6 p. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • I-MINDS: An agent-oriented information system for applications in education

    Soh, L. K., Liu, X. L., Zhang, X. S., Al-Jarood, J., Jiang, H. & Vemuri, P., 2004, Agent-Oriented Information Systems - 5th International Bi-Conference Workshop, AOIS 2003, Revised Selected Papers. Giorgini, P., Henderson-Sellers, B. & Winikoff, M. (eds.). Springer Verlag, p. 16-31 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3030).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Investigating reinforcement learning in multiagent coalition formation

    Li, X. & Soh, L. K., 2004, AAAI Workshop - Technical Report. Vol. WS-04-06. p. 22-28 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    14 Scopus citations
  • Learning how to plan and instantiate a plan in multi-agent coalition formation

    Li, X. & Soh, L. K., 2004, Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Systems. IAT 2004. Zhong, N., Bradshaw, J., Pal, S. K., Talia, D., Liu, J. & Cercone, N. (eds.). p. 479-482 4 p. (Proceedings - IEEE/WIC/ACM International Conference on Intelligent Agent Technology. IAT 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Matching an opponent's performance in a real-time, dynamic environment

    Glasser, J. A. & Soh, L. K., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 57-64 8 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multiagent coalition formation for distributed, adaptive resource allocation

    Soh, L. K. & Li, X., 2004, Proceedings of the International Conference on Artificial Intelligence, IC-AI'04. Arabnia, H. R. (ed.). p. 372-378 7 p. (Proceedings of the International Conference on Artificial Intelligence, IC-AI'04; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On cooperative learning teams for multiagent team formation

    Soh, L. K., 2004, AAAI Workshop - Technical Report. Vol. WS-04-06. p. 37-44 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Using game days to teach a multiagent system class

    Soh, L. K., Mar 2004, SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education). 1 ed. Vol. 36. p. 219-223 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Using Game Days to teach a multiagent system class

    Soh, L. K., 2004, Proceedings of the Thirty-Fifth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2004. p. 219-223 5 p. (Proceedings of the SIGCSE Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • 2003

    A Learning-Based Coalition Formation Model for Multiagent Systems

    Soh, L. K. & Li, X., 2003, Proceedings of the Interantional Conference on Autonomous Agents. Rosenschein, J. S., Sandholm, T., Wooldridge, M. & Yakoo, M. (eds.). Vol. 2. p. 1120-1121 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • An integrated multilevel learning approach to multiagent coalition formation

    Soh, L. K. & Li, X., 2003, IJCAI International Joint Conference on Artificial Intelligence. p. 619-624 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • Combining Individual and Cooperative Learning for Multiagent Negotiations

    Soh, L. K. & Luo, J., 2003, Proceedings of the Interantional Conference on Autonomous Agents. Rosenschein, J. S., Sandholm, T., Wooldridge, M. & Yakoo, M. (eds.). Vol. 2. p. 1122-1123 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • I-MINDS: An application of multiagent system intelligence to on-line education

    Liu, X., Zhang, X., Soh, L. K., Al-Jaroodi, J. & Jiang, H., 2003, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 5. p. 4864-4871 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Scopus citations
  • The use of hybrid negotiation in resource coordination among agents

    Li, X. & Soh, L. K., 2003, Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03. p. 133-139 7 p. 1241059. (Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Utility-based multiagent coalition formation with incomplete information and time constraints

    Soh, L. K. & Tsatsoulis, C., 2003, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2. p. 1481-1486 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations