The design of a web-based training system for simulation analysis

Simulation beginners often spend a great amount of time to accumulate the knowledge as well as the experience to overcome the technical complexity of computer simulation. Limited by time availability, classroom instructions usually contain little simulation statistical analysis after many hours of simulation modeling and programming. However, the success of a computer simulation project depends greatly on the effectiveness of simulation statistical analysis. Internet asynchronous web learning reduces the workload of classroom teaching. To help the novice learn better simulation problem solving, this research addresses designing the usability into computer-based training (CBT) environment by focusing on the simulation experience and the interaction design. A prototype asynchronous web CBT system was built for validating our design via a three-stage formative usability evaluation.

[1]  Keith Duncan,et al.  Cognitive Engineering , 2017, Encyclopedia of GIS.

[2]  B. Schneiderman,et al.  Designing the User Interface. Strategies for Effective Human-Computer Interaction , 1992 .

[3]  Mik Lamming,et al.  Interactive system design , 1995 .

[4]  V. Ramachandran,et al.  Expert post-processor for simulation output analysis , 1988 .

[5]  Barry L. Nelson,et al.  Methods for selecting the best system (for simulation) , 1991, 1991 Winter Simulation Conference Proceedings..

[6]  박영흥 A Statistical Expert System for Simulation Analysis , 1991 .

[7]  J. Kleijnen Statistical tools for simulation practitioners , 1986 .

[8]  Barry L. Nelson,et al.  Computer-assisted simulation analysis , 1997 .

[9]  D. Whitehouse,et al.  Computer Based Training, is it worth the money? , 1995, Conference Record of 1995 Annual Pulp and Paper Industry Technical Conference.

[10]  Aaron Marcus,et al.  Graphic design for electronic documents and user interfaces , 1992, ACM Press tutorial series.

[11]  B. Schneirdeman,et al.  Designing the User Interface: Strategies for Effective Human-Computer Interaction , 1998 .

[12]  N. L. Bayer Instructional design: a framework for designing computer-based training programs , 1991, IPCC 91 Proceedings The Engineered Communication.

[13]  Ben Shneiderman,et al.  Designing the user interface (2nd ed.): strategies for effective human-computer interaction , 1992 .

[14]  Barry L. Nelson,et al.  Methods for selecting the best system , 1991, WSC '91.

[15]  Leslie J. Briggs,et al.  Principles of Instructional Design , 1974 .

[16]  Dennis James,et al.  Computer Based Training , 1987 .