The Effectiveness of an Adaptive Serious Game for Digital Logic Design

Most students benefit more deeply from guided learning than discovery learning. Even so, not all students are alike. Our research contention is that offering differentiated instructions that better fit students’ educational needs in a narrative virtual reality (VR) environment will give them renewed hope for learning success. This paper presents such a development that augments an existing learning game, Gridlock, with an adaptive learning engine that assesses what really happens when a student’s capacity is sabotaged in problem solving and to provide the help that is tailored to his/her needs. The game was deployed in Computer Architecture course at Rowan as a replacement to the traditional laboratory experiments. Its thorough assessment confirms the values of the game in promoting student learning.

[1]  Stephen B. Gilbert,et al.  Bringing Authoring Tools for Intelligent Tutoring Systems and Serious Games Closer Together: Integrating GIFT with the Unity Game Engine , 2013, AIED Workshops.

[2]  Sachin Shetty,et al.  Sustain City - A Cyberinfrastructure-Enabled Game System for Science and Engineering Design , 2012 .

[3]  Arthur C. Graesser,et al.  AutoTutor and affective autotutor: Learning by talking with cognitively and emotionally intelligent computers that talk back , 2012, TIIS.

[4]  Ryan Shaun Joazeiro de Baker,et al.  Towards Automatically Detecting Whether Student Learning is Shallow , 2012, International Journal of Artificial Intelligence in Education.

[5]  Maja Pivec,et al.  Digital Games: Changing Education, One Raid at a Time , 2011, Int. J. Game Based Learn..

[6]  Karen K. Lucas,et al.  Teaching and Learning Algebra 1 via an Intelligent Tutor System: Effects on Student Engagement and Achievement , 2012 .

[7]  S. Shetty,et al.  SustainCity - An interactive virtual reality game system , 2012, 2012 2nd Interdisciplinary Engineering Design Education Conference (IEDEC).

[8]  Ryan Shaun Joazeiro de Baker,et al.  Carelessness and Affect in an Intelligent Tutoring System for Mathematics , 2014, International Journal of Artificial Intelligence in Education.

[9]  Alla Anohina-Naumeca,et al.  Advances in Intelligent Tutoring Systems: Problem-solving Modes and Model of Hints , 2007, Int. J. Comput. Commun. Control.

[10]  Sachin Shetty,et al.  Solaris One – A Serious Game for Thermodyanmics , 2014 .

[11]  Ying Tang,et al.  Balancing Fun and Learning in a Serious Game Design , 2014, Int. J. Game Based Learn..

[12]  Christina Donnelly,et al.  The Use of Case Based Multiple Choice Questions for Assessing Large Group Teaching: Implications on Student's Learning , 2014 .