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Curriculum for simulation education: integration of computer simulation and visualization research into undergraduate degree programs

Published: 09 December 2001 Publication History

Abstract

Faculty from several departments in the College of Natural Sciences and Mathematics at IUP have engaged in interdisciplinary projects involving the simulation and visualization of neural networks and material science research. The existing Computer Science degree programs at IUP, however, contain no courses in computer simulation. It has been felt by all the researchers involved in the projects that a degree program focusing on computer simulation is needed to, among its other missions, cultivate students with sufficient knowledge and skills to participate in the projects. This paper starts with an analysis of the knowledge and skills required of the students, followed by identification of existing and new courses that may be taken to acquire the knowledge and skills. The paper concludes with a proposal to establish a degree program in computer simulation and visualization, and an approach in integrating the research projects with the proposed degree program.

References

[1]
Davis, Wayne J., Xu Chen, and Andrew Brook, 1998. Implementing on-line simulation upon the world-wide Web. Proceedings of the 1998 Winter Simulation Conference.
[2]
Pavloski, Raymond P. and Majid Karimi (1999). Control of basins of attraction in a self-trapping neural network with near-neighbor synapses. Proceedings of the Third International Conference on Cognitive and Neural System.
[3]
Pavloski, Raymond P. and Majid Karimi (2001). Self-trapping produces attractors in binary networks with sparse connectivity. Submitted to Neural Networks.
[4]
Pidd, Michael, N. Oses, and R. J. Brooks (1999). Component-Based Simulation on the Web? Proceedings of the 1999 Winter Simulation Conference.
[5]
Yang, T. Andrew, James Linn and David Quadrato (1998). Developing Integrated Web and Database Applications Using JAVA Applets and JDBC Drivers. Proceedings of the 29th ACM SIGCSE (Special Interest Group in Computer Science Education) Technical Symposium.
[6]
Yang, T. Andrew (2001). Development of a Distributed Visualization System for Neural Network Simulation. Proceedings of the International Joint Conference on Neural Networks.
[7]
Yang, T. Andrew, Zac Cross, and Scott MacMaster (2001). Development of a Web-based Visualization System for Scientific Simulation. Proceedings of the IEEE International Conference on Multimedia and Expo.

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  1. Curriculum for simulation education: integration of computer simulation and visualization research into undergraduate degree programs

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        Published In

        cover image ACM Conferences
        WSC '01: Proceedings of the 33nd conference on Winter simulation
        December 2001
        1595 pages
        ISBN:078037309X
        • Conference Chair:
        • Matt Rohrer,
        • Program Chair:
        • Deb Medeiros,
        • Publications Chair:
        • Mark Grabau

        Sponsors

        • IIE: Institute of Industrial Engineers
        • INFORMS/CS: Institute for Operations Research and the Management Sciences/College on Simulation
        • ASA: American Statistical Association
        • ACM: Association for Computing Machinery
        • SIGSIM: ACM Special Interest Group on Simulation and Modeling
        • IEEE/CS: Institute of Electrical and Electronics Engineers/Computer Society
        • NIST: National Institute of Standards and Technology
        • IEEE/SMCS: Institute of Electrical and Electronics Engineers/Systems, Man, and Cybernetics Society
        • SCS: The Society for Computer Simulation International

        Publisher

        IEEE Computer Society

        United States

        Publication History

        Published: 09 December 2001

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        WSC01
        Sponsor:
        • IIE
        • INFORMS/CS
        • ASA
        • ACM
        • SIGSIM
        • IEEE/CS
        • NIST
        • IEEE/SMCS
        • SCS
        WSC01: Winter Simulation Conference 2001
        December 9 - 12, 2001
        Virginia, Arlington

        Acceptance Rates

        WSC '01 Paper Acceptance Rate 111 of 155 submissions, 72%;
        Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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