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Machine Learning Education for Artists, Musicians, and Other Creative Practitioners
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Fiebrink, Rebecca – ACM Transactions on Computing Education, 2019
This article aims to lay a foundation for the research and practice of machine learning education for creative practitioners. It begins by arguing that it is important to teach machine learning to creative practitioners and to conduct research about this teaching, drawing on related work in creative machine learning, creative computing education,…
Descriptors: Artificial Intelligence, Man Machine Systems, Population Groups, Creativity
Course Redesign Based on the Quality Matters Program: Examples of Before and After
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Kreie, Jennifer; Bussmann, Susan – Information Systems Education Journal, 2015
Most universities continue to expand their online course offerings because there is strong demand for such educational opportunities. However, the quality of instruction for online courses continues to be a concern. The Quality Matters (QM) Program provides a set of research-based standards that can guide the redesign of a course and can be used…
Descriptors: Online Courses, Educational Quality, Curriculum Design, Standards
Where Do Student Outcomes Begin? Developing Professional and Personal Management Skills as a Strategy for Student Success in the First Computing Course and Beyond
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Humpherys, Sean; Babb, Jeffry; Abdullat, Amjad – Information Systems Education Journal, 2015
Through the annual ABET assessment process, Computer Information Systems faculty in the College of Business at a regional institution were able to diagnose problems regarding students not satisfying our program's Student Outcomes. Often, the impediments to student success were not technical in nature and prompted faculty to consider non-technical…
Descriptors: Computer Science Education, Outcomes of Education, Skill Development, Business Administration Education
Using Student Conferences to Increase Participation in the Classroom: A Case Study
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Arenas, M. G.; Castillo, P. A.; de Vega, F. F.; Merelo, J. J. – IEEE Transactions on Education, 2012
This paper describes the use of a student conference as a novel experience aimed at motivating students enrolled in various computer architecture courses, such as Microprocessor Systems. The goal was to increase student engagement, to decrease failure rates, and to introduce students to the world of research. This multidisciplinary experience…
Descriptors: Learner Engagement, High School Students, Case Studies, Classroom Environment
Learning Machine Learning: A Case Study
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Lavesson, N. – IEEE Transactions on Education, 2010
This correspondence reports on a case study conducted in the Master's-level Machine Learning (ML) course at Blekinge Institute of Technology, Sweden. The students participated in a self-assessment test and a diagnostic test of prerequisite subjects, and their results on these tests are correlated with their achievement of the course's learning…
Descriptors: Artificial Intelligence, Diagnostic Tests, Foreign Countries, Self Evaluation (Individuals)
The Use of Learning Objects and Learning Styles in a Multi-Agent Education System
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Sun, Shanghua; Joy, Mike; Griffiths, Nathan – Journal of Interactive Learning Research, 2007
Adaptive learning and teaching strategies are increasingly demanded in order to improve the efficiency and effectiveness of the education process, but few intelligent education systems exist, which are dynamic and able to satisfy individual students' requirements. In an attempt to overcome these limitations, we have developed a multi-agent…
Descriptors: Teaching Methods, Efficiency, Educational Research, Cognitive Style