The Role of Visual Representations in Advanced Mathematical Problem Solving: An Examination of Expert-Novice Similarities and Differences

Expert mathematicians are contrasted with undergraduate students through a two-part analysis of the potential and actual use of visual representations in problem solving. In the first part, a classification task is used to indicate the extent to which visual representations are perceived as having potential utility for advanced mathematical problem solving. The analysis reveals that both experts and novices perceive visual representation use as a viable strategy. However, the two groups judge visual representations likely to be useful with different sets of problems. Novices generally indicate that visual representations would likely be useful mostly for geometry problems, whereas the experts indicate potential application to a wider variety of problems. In the second part, written solutions to problems and verbal protocols of problem-solving episodes are analyzed to determine the frequency, nature, and function of the visual representations actually used during problem solving. Experts construct visual representations more frequently than do novices and use them as dynamic objects to explore the problem space qualitatively, to develop a better understanding of the problem situation, and to guide their solution planning and enactment of problem-solving activity. In contrast, novices typically make little use of visual representations.

[1]  최영한,et al.  미국 NCTM의 Principles and Standards for School Mathematics에 나타난 수학과 교수,학습의 이론 , 2002 .

[2]  Roza Leikin,et al.  Applications of symmetry to problem solving , 2000 .

[3]  N. Charness,et al.  Expert performance: Its structure and acquisition. , 1994 .

[4]  S. Kay On the Nature of Expertise. , 1992 .

[5]  Tommy Dreyfus,et al.  On the reluctance to visualize in mathematics , 1991 .

[6]  Walter Zimmermann,et al.  Visual thinking in calculus , 1991 .

[7]  Herbert A. Simon,et al.  Why a Diagram is (Sometimes) Worth Ten Thousand Words , 1987, Cogn. Sci..

[8]  Ivan Rival,et al.  PICTURE PUZZLING: Mathematicians Are Rediscovering the Power of Pictorial Reasoning , 1987 .

[9]  Norma C. Presmeg,et al.  Visualisation and mathematical giftedness , 1986 .

[10]  Glen Lean,et al.  Spatial ability, visual imagery, and mathematical performance , 1981 .

[11]  Dorothea P. Simon,et al.  Expert and Novice Performance in Solving Physics Problems , 1980, Science.

[12]  Edward A. Silver,et al.  STUDENT PERCEPTIONS OF RELATEDNESS AMONG MATHEMATICAL VERBAL PROBLEMS , 1979 .

[13]  Vadim Andreevich Krutet︠s︡kiĭ The Psychology of Mathematical Abilities in Schoolchildren , 1976 .

[14]  K. Wakai,et al.  MEMORY AND PROBLEM SOLVING , 1968 .

[15]  J. Hadamard,et al.  The Psychology of Invention in the Mathematical Field. , 1945 .

[16]  C. W. Tate Solve it. , 2005, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[17]  Ed Dubinsky,et al.  Reflective Abstraction in Advanced Mathematical Thinking , 2002 .

[18]  Despina A. Stylianou,et al.  On the interaction of visualization and analysis: the negotiation of a visual representation in expert problem solving , 2002 .

[19]  Ann L. Brown,et al.  How people learn: Brain, mind, experience, and school. , 1999 .

[20]  N. Presmeg,et al.  Preference for visual methods : An international study , 1995 .

[21]  A. Tucker,et al.  Assessing Calculus Reform Efforts: A Report to the Community , 1995 .

[22]  Kazuhiko Nunokawa,et al.  Improving Diagrams Gradually: One Approach to Using Diagrams in Problem Solving. , 1994 .

[23]  M. Scardamalia,et al.  Surpassing Ourselves: An Inquiry into the Nature and Implications of Expertise , 1993 .

[24]  R. Glaser Expert knowledge and processes of thinking , 1992 .

[25]  K. Ericsson,et al.  Prospects and limits of the empirical study of expertise: an introduction , 1991 .

[26]  G. Henry Veldhuis,et al.  The use of cluster analysis in categorization of physics problems , 1990 .

[27]  Shlomo Vinner,et al.  The Avoidance of Visual Considerations in Calculus Students. , 1989 .

[28]  Paul R. Halmos,et al.  I Want to be a Mathematician , 1985 .

[29]  Dorothea P. Simon,et al.  Individual Differences in Solving Physics Problems (1978) , 1978 .

[30]  G. Pólya,et al.  How to Solve It , 1945 .