The Teacher as a Facilitator for Learning - Flipped Classroom in a Master s Course on Artificial Intelligence

In this paper, I present a flipped classroom approach for teaching a master’s course on artificial intelligence. Traditional lectures in the classroom are outsourced to an open online course to free up valuable time for active, in-class learning activities. In addition, students design and implement intelligent algorithms for solving a variety of relevant problems cherrypicked from online game-like code development platforms. Learning activities are carefully chosen to align with intended learning outcomes, course curriculum, and assessment to allow for learning to be constructed by the students themselves under guidance by the teacher, much in accord with the theory of constructive alignment. Thus, the teacher acts as a facilitator for learning, much similar to that of a personal trainer or a coach. I present an overview of relevant literature, the course content and teaching methods, and a recent course evaluation, before I discuss some limiting frame factors and challenges with the approach and point to future work.

[1]  K. Topping The effectiveness of peer tutoring in further and higher education: A typology and review of the literature , 1996 .

[2]  Timothy P. Scott,et al.  A Meta-Analysis of National Research: Effects of Teaching Strategies on Student Achievement in Science in the United States , 2007 .

[3]  David W. Johnson,et al.  Active Learning: Cooperation in the College Classroom , 2006 .

[4]  William Y. Lan,et al.  The effects of self-monitoring on students' course performance, use of learning strategies, attitude, self-judgment ability, and knowledge representation , 1996 .

[5]  R. Felder,et al.  Understanding Student Differences , 2005 .

[6]  D. Bligh What's the Use of Lectures? , 1971 .

[7]  C. W. Bowen,et al.  A Quantitative Literature Review of Cooperative Learning Effects on High School and College Chemistry Achievement. , 2000 .

[8]  N. Entwistle,et al.  Understanding Student Learning , 1983 .

[9]  M. Lage,et al.  Inverting the Classroom: A Gateway to Creating an Inclusive Learning Environment , 2000 .

[10]  Njål Foldnes The flipped classroom and cooperative learning: Evidence from a randomised experiment , 2016 .

[11]  K. Trigwell,et al.  Understanding Learning and Teaching: the experience in higher education , 1999 .

[12]  John G. Borkowski,et al.  Self-regulation and motivation: A life-span perspective on underachievement. , 1994 .

[13]  J. Piaget Six Psychological Studies , 1967 .

[14]  J. Biggs Enhancing teaching through constructive alignment , 1996 .

[15]  Hanne Leth Andersen Constructive Alignment og risikoen for en forsimplende universitetspædagogik , 2010 .

[16]  Keith J. Topping,et al.  Peer Assisted Learning , 2001 .

[17]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[18]  Vidar Gynnild,et al.  Teaching as Coaching: A case study of awareness and learning in engineering education , 2007 .

[19]  Leonard Springer,et al.  Effects of Small-Group Learning on Undergraduates in Science, Mathematics, Engineering, and Technology: A Meta-Analysis , 1997 .

[20]  Michael Negnevitsky,et al.  Artificial Intelligence: A Guide to Intelligent Systems , 2001 .

[21]  Michelle K. Smith,et al.  Active learning increases student performance in science, engineering, and mathematics , 2014, Proceedings of the National Academy of Sciences.

[22]  B. Woolnough,et al.  Students' conceptions of learning in an engineering context , 1999 .

[23]  D. Myrhaug,et al.  Identifying and promoting self‐regulated learning in higher education: roles and responsibilities of student tutors , 2008 .

[24]  Embry-Riddle Aeronautical,et al.  The Flipped Classroom: A Survey of the Research , 2013 .

[25]  C. Bonwell,et al.  Active learning : creating excitement in the classroom , 1991 .

[26]  John Sweller,et al.  Efficiency in Learning: Evidence-Based Guidelines to Manage Cognitive Load , 2005 .

[27]  Robin T. Bye,et al.  Reflections on Teaching Electrical and Computer Engineering Courses at the Bachelor Level , 2017, CSEDU.

[28]  Lev Vygotsky Mind in society , 1978 .

[29]  G. Boulton‐Lewis Teaching for quality learning at university , 2008 .

[30]  John R. Anderson Cognitive Psychology and Its Implications , 1980 .

[31]  Eric Sotto,et al.  When Teaching Becomes Learning: A Theory and Practice of Teaching , 1994 .

[32]  F. Marton,et al.  Learning and Awareness , 1997 .

[33]  L. Abeysekera,et al.  Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research , 2015 .

[34]  F. Marton Phenomenography — Describing conceptions of the world around us , 1981 .

[35]  Michael J. Prince,et al.  Does Active Learning Work? A Review of the Research , 2004 .