Teaching Simulations Supported by Artificial Intelligence in the Real World

被引:2
作者
Chaturvedi, Iti [1 ]
Cambria, Erik [2 ]
Welsch, Roy E. [3 ]
机构
[1] James Cook Univ, Coll Sci & Engn, Townsville, Qld 4811, Australia
[2] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
[3] MIT, Sloan Sch Management, Cambridge, MA 02139 USA
来源
EDUCATION SCIENCES | 2023年 / 13卷 / 02期
关键词
simulation; online learning; data science; STUDENTS; SCIENCE;
D O I
10.3390/educsci13020187
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Video conferencing has enabled synchronous communication in a classroom and created multi-sensory content to stimulate learners. Artificial intelligence involves complex equations that are better taught using a constructive pedagogy where students experiment with alternative ways of solving the same problem. Multiple-choice questions have high reliability and can easily reveal student skill levels in a quick way. The Australian Computer Society accreditation exercise ensures that the content for each subject serves as a flexible template for teaching. The geographical extent of the country requires the presence of multiple subordinate campuses affiliated to a main campus. Following the concept of strands, it was also necessary to show continuity in learning and assessments between the first- and second-year subjects. Student feedback for subjects with artificial intelligence-based simulations showed that several students found it difficult to understand lectures and assignments. Hence, to measure student learning, we introduced a Kahoot quiz during the recess of each lecture that students could join through their mobile phones from different campuses. Software project management is challenging for students with vision or attention-related disorders. We taught them how to use charts to visually observe variables and narrow down possible relationships before performing in-depth analysis. One of the main purposes of education is employability. Hence, greater context to real world industry examples was introduced into lectures.
引用
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页数:10
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