Adaptive Instructional Systems: The Evolution of Hybrid Cognitive Tools and Tutoring Systems

This paper begins with a discussion on framing technology as tools that facilitate a distributed cognition for problem solving and supporting discriminating minds. Specifically, Dewey’s advocacy of using technology as a learning tool to support the development of discriminating minds will serve as a framework for understanding the purpose and aim of this next generation of Adaptive Instructional Systems (AISs). This paper reviews the evolution of computer assisted instruction, distinguishing between the iterations of early computer cognitive tools to more effective intelligent tutoring systems, followed by next generation hybrid systems, or AISs, that are a unique blend of cognitive tools and intelligent tutoring. These AISs are the result of improved technological affordances combined with research in education to achieve meaningful learning and discriminate intelligence, an objective aligned with Dewey’s framework for using technology as a learning tool.

[1]  Brent Morgan,et al.  Assessment with computer agents that engage in conversational dialogues and trialogues with learners , 2017, Comput. Hum. Behav..

[2]  Marc Stears Education as Politics , 2006 .

[3]  M. Chi,et al.  Dialogue Patterns in Peer Collaboration That Promote Learning , 2015 .

[4]  Michael Wilhelm,et al.  Developing Accelerated Learning Models in GIFT for Medical Military and Civilian Training , 2018, HCI.

[5]  James Paul Gee,et al.  The Anti-Education Era: Creating Smarter Students through Digital Learning , 2013 .

[6]  Susanne P. Lajoie,et al.  Computers As Cognitive Tools , 2020 .

[7]  Yigal Rosen,et al.  Computer-based Assessment of Collaborative Problem Solving: Exploring the Feasibility of Human-to-Agent Approach , 2015, International Journal of Artificial Intelligence in Education.

[8]  John F. Vinsonhaler,et al.  A Summary of Ten Major Studies on CAI Drill and Practice. , 1972 .

[9]  K. VanLehn The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems , 2011 .

[10]  B. Lamons Habit, education, and the democratic way of life : the vital role of habit in John Dewey's philosophy of education , 2012 .

[11]  J. Dewey,et al.  Creative Intelligence: Essays in the Pragmatic Attitude , 2007 .

[12]  Carolyn Penstein Rosé,et al.  Towards an Agile Approach to Adapting Dynamic Collaboration Support to Student Needs , 2014, International Journal of Artificial Intelligence in Education.

[13]  James A. Kulik,et al.  Effectiveness of Intelligent Tutoring Systems , 2016 .

[14]  J. D. Fletcher,et al.  Opportunities for New “Smart” Learning Environments Enabled by Next-Generation Web Capabilities , 2004 .

[15]  Kallirroi Georgila,et al.  SimSensei kiosk: a virtual human interviewer for healthcare decision support , 2014, AAMAS.

[16]  Jonathan P. Rowe,et al.  Sensor-Free or Sensor-Full: A Comparison of Data Modalities in Multi-Channel Affect Detection , 2015, EDM.

[17]  Harold F. O'Neil,et al.  Meta-analytic studies of findings on computer-based instruction. , 1994 .