Agent Prompts: Scaffolding Students for Productive Reflection in an Intelligent Learning Environment

Recent research has emphasized the importance of reflection for students in an intelligent learning environment This study tries to investigate whether agent prompts, acting as scaffolding, can promote students' reflection when they act as tutor through teaching the agent tutee in a learning-by-teaching environment Two types of agent prompts are contrasted in this research, both from the perspective of a tutee, differing in their specificity Reflective prompts are content-independent tutee questions, aiming at fostering students' general reflection on metacognitive strategies and beliefs Interactive prompts, on the other hand, are content-dependent tutee questions that encourage students' specific reflection on domain-related and task-specific skills and articulation of their explanatory responses The result indicates that designers on intelligent learning environment should concentrate on fostering students to reflect on their metacognitive strategies and beliefs, and allow students to take responsibility for directing their own learning autonomy.

[1]  Rod D. Roscoe,et al.  Understanding Tutor Learning: Knowledge-Building and Knowledge-Telling in Peer Tutors’ Explanations and Questions , 2007 .

[2]  Alan Gartner,et al.  Children teach children;: Learning by teaching , 1971 .

[3]  Mike Metcalfe,et al.  Reflection, pragmatism, concepts and intuition , 2006 .

[4]  Amy C. Bradshaw,et al.  Using Question Prompts to Support Ill-Structured Problem Solving in Online Peer Collaborations , 2008 .

[5]  Susan M. Land,et al.  A conceptual framework for scaffolding III-structured problem-solving processes using question prompts and peer interactions , 2004 .

[6]  E. Surbeck,et al.  Assessing Reflective Responses in Journals. , 1991 .

[7]  Sandra Katz,et al.  An Approach to Analyzing the Role and Structure of Reflective Dialogue , 1999 .

[8]  Cindy E. Hmelo-Silver,et al.  Contextualized questioning to scaffold learning from simulations , 1999, Comput. Educ..

[9]  B. Bright Reflecting on ‘Reflective Practice’ , 1996 .

[10]  Nian-Shing Chen,et al.  Effects of high level prompts and peer assessment on online learners' reflection levels , 2009, Comput. Educ..

[11]  Elizabeth A. Davis,et al.  Scaffolding students' knowledge integration: prompts for reflection in KIE , 2000 .

[12]  John D. Sterman,et al.  Learning in and about complex systems , 1994 .

[13]  Ron Oliver,et al.  Using technology to foster reflection in higher education , 2007 .

[14]  Chen-Lin C. Kulik,et al.  Educational Outcomes of Tutoring: A Meta-analysis of Findings , 1982 .

[15]  Donald A. Schön,et al.  Organizational Learning: A Theory Of Action Perspective , 1978 .

[16]  J. Dewey,et al.  How We Think , 2009 .

[17]  Joseph P. Magliano,et al.  Collaborative dialogue patterns in naturalistic one-to-one tutoring , 1995 .

[18]  Takashi Yamauchi,et al.  Learning from human tutoring , 2001, Cogn. Sci..

[19]  Nian-Shing Chen,et al.  Effects of matching teaching strategy to thinking style on learner's quality of reflection in an online learning environment , 2011, Comput. Educ..

[20]  Anne M Phelan Power and place in teaching and teacher education , 2001 .

[21]  Gautam Biswas,et al.  Technology support for complex problem solving: from SAD environments to AI , 2001 .

[22]  Gautam Biswas,et al.  Using the learning-by-teaching paradigm to design intelligent learning environments , 2005 .

[23]  Arthur C. Graesser,et al.  Intelligent Tutoring Systems with Conversational Dialogue , 2001, AI Mag..

[24]  Hammad Akbar,et al.  Knowledge Levels and Their Transformation: Towards the Integration of Knowledge Creation and Individual Learning , 2003 .

[25]  Gautam Biswas,et al.  Designing Learning by Teaching Agents: The Betty's Brain System , 2008, Int. J. Artif. Intell. Educ..

[26]  Anne H. Moore,et al.  Active Learning and Technology: Designing Change for Faculty, Students, and Institutions , 2007 .

[27]  Jae-Won Moon Reflection in Learning and Professional Development: Theory and Practice , 2005 .

[28]  R. Azevedo,et al.  Scaffolding Self-regulated Learning and Metacognition – Implications for the Design of Computer-based Scaffolds , 2005 .

[29]  Benjamin S. Bloom,et al.  Taxonomy of Educational Objectives: The Classification of Educational Goals. , 1957 .

[30]  Peter M. Senge,et al.  Bookshelf - High Output Management, Built to Last: Successful Habits of Visionary Companies, The Fifth Discipline: The Art & Practice of the Learning Organization , 2006, IEEE Softw..

[31]  A. King,et al.  Mutual peer tutoring: Effects of structuring tutorial interaction to scaffold peer learning. , 1998 .

[32]  Jiska Cohen,et al.  Theoretical considerations of peer tutoring , 1986 .

[33]  Vincent Aleven,et al.  An effective metacognitive strategy: learning by doing and explaining with a computer-based Cognitive Tutor , 2002, Cogn. Sci..

[34]  T. Andre Does Answering Higher-Level Questions While Reading Facilitate Productive Learning? , 1979 .

[35]  Chee-Kit Looi,et al.  Use of Agent Prompts to Support Reflective Interaction in a Learning-by-Teaching Environment , 2008, Intelligent Tutoring Systems.

[36]  David Nichols,et al.  Intelligent student systems : an application of viewpoints to intelligent learning environments , 1993 .

[37]  Rod D. Roscoe,et al.  Tutor learning: the role of explaining and responding to questions , 2008 .

[38]  D. Kolb Experiential Learning: Experience as the Source of Learning and Development , 1983 .

[39]  L. Nemeth What is reflective practice? , 2009, Beginnings.

[40]  Donald A. Schön,et al.  Theory in Practice: Increasing Professional Effectiveness , 1974 .

[41]  Donald A. Schön,et al.  Organizational Learning II: Theory, Method, and Practice , 1995 .

[42]  J. Bransford How people learn , 2000 .

[43]  J. Mezirow A Critical Theory of Adult Learning and Education , 1981 .

[44]  Guolin Lai,et al.  Examining the Effects of Selected Computer-Based Scaffolds on Preservice Teachers' Levels of Reflection as Evidenced in their Online Journal Writing , 2008 .