Case-based reasoning and instructional design: Using stories to support problem solving

With an increased emphasis on problem solving and problem-based learning in the instructional design field, new methods for task analysis and models for designing instruction are needed. An important methodology for both entails the elicitation, analysis, and inclusion of stories as a primary form of instructional support while learning to solve problems. Stories are the most natural and powerful formalism for storing and describing experiential knowledge that is essential to problem solving. The rationale and means for analyzing, organizing, and presenting stories to support problem solving are defined by case-based reasoning. Problems are solved by retrieving similar past experiences in the form of stories and applying the lessons learned from those stories to the new problems. In this paper, after justifying the use of stories as instructional supports, we describe methods for eliciting, indexing, and making stories available as instructional support for learning to solve problems.

[1]  Thomas M. Duffy,et al.  Problem Based Learning: An instructional model and its constructivist framework , 1995 .

[2]  David H. Jonassen,et al.  Toward a design theory of problem solving , 2000 .

[3]  Roger C. Schank,et al.  Dynamic Memory Revisited , 1999 .

[4]  Donald A. Sch The reflective practitioner: how professionals think in action , 1983 .

[5]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1989, IJCAI 1989.

[6]  David H. Jonassen,et al.  Instructional design models for well-structured and III-structured problem-solving learning outcomes , 1997 .

[7]  D. Wellman,et al.  Talking About Machines: An Ethnography of a Modern Job. , 1997 .

[8]  J. Lave Cognition in Practice: Outdoors: a social anthropology of cognition in practice , 1988 .

[9]  Janet L. Kolodner,et al.  Problem-based Learning Meets Case-based Reasoning , 1996, ICLS.

[10]  D. Polkinghorne Narrative Knowing and the Human Sciences , 2010 .

[11]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1988, IJCAI 1989.

[12]  Robert B. French,et al.  Teaching, Learning, and Research , 1999 .

[13]  R. Schafer Narration in the Psychoanalytic Dialogue , 1980, Critical Inquiry.

[14]  Agnar Aamodt,et al.  Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..

[15]  William L. Randall Narrative intelligence and the novelty of our lives , 1999 .

[16]  Roger C. Schank,et al.  The design of Goal-Based Scenarios , 1994 .

[17]  Allan Collins,et al.  Cognitive Apprenticeship and Instructional Technology , 1988 .

[18]  Richard Milich,et al.  Effects of expectancies on children's social interactions , 1990 .

[19]  V. Kasturi Rangan,et al.  Nestle Refrigerated Foods: Contadina Pasta and Pizza (A) , 1994 .

[20]  J. Orr,et al.  Talking About Machines: An Ethnography of a Modern Job. , 1997 .

[21]  Susan M. Land,et al.  A conceptual framework for the development of theories-in-action with open-ended learning environments , 1996 .

[22]  Daniel Choy Edelson Learning from stories: indexing and reminding in a socratic case-based teaching system for elementary school biology , 1993 .

[23]  David H. Jonassen,et al.  Task Analysis Methods for Instructional Design , 1998 .

[24]  J. Sinnott A model for solution of ill-structured problems: Implications for everyday and abstract problem solving. , 1989 .

[25]  R. Schank,et al.  Tell Me a Story: Narrative and Intelligence , 1991 .

[26]  J. Bruner Actual minds, possible worlds , 1985 .

[27]  J. Lancaster,et al.  Problem Solving in a Natural Task as a Function of Experience , 1987 .

[28]  Agnar Aamodt,et al.  CASE-BASED REASONING: FOUNDATIONAL ISSUES, METHODOLOGICAL VARIATIONS, AND SYSTEM APPROACHES AICOM - ARTIFICIAL INTELLIGENCE COMMUNICATIONS , 1994 .

[29]  S. Read,et al.  This reminds me of the time when …: Expectation failures in reminding and explanation , 1991 .

[30]  J. Kolodner Educational implications of analogy. A view from case-based reasoning. , 1997, The American psychologist.

[31]  H. White The Value of Narrativity in the Representation of Reality , 1980, Critical Inquiry.

[32]  K. McGilly,et al.  Classroom lessons: Integrating cognitive theory and classroom practice. , 1994 .

[33]  J. Bruner Acts of meaning , 1990 .

[34]  Janet L. Kolodner,et al.  An introduction to case-based reasoning , 1992, Artificial Intelligence Review.

[35]  D. Schoen,et al.  The Reflective Practitioner: How Professionals Think in Action , 1985 .

[36]  Richard E. Osgood,et al.  ASK Systems: An Approach to the Realization of Story-Based Teachers , 1992 .

[37]  M. David Merrill,et al.  First principles of instruction , 2012 .

[38]  Susan M. Land,et al.  Theoretical Foundations of Learning Environments. , 1999 .

[39]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[40]  Sherrie P. Gott,et al.  A Procedural Guide to Cognitive Task Analysis: The PARI Methodology. , 1995 .