Five seconds or sixty? Presentation time in expert memory

For many years, the game of chess has provided an invaluable task environment for research on cognition, in particular on the differences between novices and experts and the learning that removes these differences, and upon the structure of human memory and its paramaters. The template theory presented by Gobet and Simon based on the EPAM theory offers precise predictions on cognitive processes during the presentation and recall of chess positions. This article describes the behavior of CHREST, a computer implementation of the template theory, in a memory task when the presentation time is varied from one second to sixty, on the recall of game and random positions, and compares the model to human data. Strong players are better than weak players in both types of positions, especially with long presentation times, but even after brief presentations. CHREST predicts the data, both qualitatively and quantitatively. Strong players' superiority with random positions is explained by the large number of chunks they hold in LTM. Their excellent recall with short presentation times is explained by templates, a special class of chunks. CHREST is compared to other theories of chess skill, which either cannot account for the superiority of Masters in random positions or predict too strong a performance of Masters in such positions.

[1]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[2]  U. Neisser Cognitive Psychology. (Book Reviews: Cognition and Reality. Principles and Implications of Cognitive Psychology) , 1976 .

[3]  E. A. Feigenbaum,et al.  The simulation of verbal learning behavior , 1899, IRE-AIEE-ACM '61 (Western).

[4]  H. Simon,et al.  Expert chess memory: revisiting the chunking hypothesis. , 1998, Memory.

[5]  K. A. Ericsson,et al.  Skill and Working Memory , 1982 .

[6]  A. D. D. Groot Thought and Choice in Chess , 1978 .

[7]  Herbert A. Simon,et al.  Context effects in letter perception: comparison of two theories. , 1988, Psychological review.

[8]  W. Chase,et al.  Visual information processing. , 1974 .

[9]  F. Yates The Art of Memory , 1969 .

[10]  W. Kintsch Learning, memory, and conceptual processes , 1970 .

[11]  H. Simon,et al.  EPAM-like Models of Recognition and Learning , 1984, Cogn. Sci..

[12]  D. Lane,et al.  The generality of the levels of processing hypothesis: An application to memory for chess positions , 1979 .

[13]  E. Feigenbaum,et al.  Computers and Thought , 1963 .

[14]  P. Saariluoma Chess players' recall of auditorily presented chess positions , 1989 .

[15]  H. Simon,et al.  The mind's eye in chess. , 1973 .

[16]  H B Richman,et al.  Simulation of expert memory using EPAM IV. , 1995, Psychological review.

[17]  N. Charness The impact of chess research on cognitive science , 1992 .

[18]  H. Simon,et al.  A simulation of memory for chess positions. , 1973 .

[19]  A. Newell Unified Theories of Cognition , 1990 .

[20]  Fernand Gobet,et al.  Memory for the meaningless: How chunks help , 1998 .

[21]  P. W. Frey,et al.  Recall memory for visually presented chess positions , 1976, Memory & cognition.

[22]  H. Simon,et al.  Recall of rapidly presented random chess positions is a function of skill , 1996, Psychonomic bulletin & review.

[23]  A. V. Napalkov,et al.  COMPUTERS AND THOUGHT, EDITED BY E. A. FEIGENBAUM AND J. FELDMAN, NEW YORK, MCGRAW-HILL, 1963: BOOK REVIEW, , 1967 .

[24]  N. Charness Visual short-term memory and aging in chess players. , 1981, Journal of gerontology.

[25]  H. Simon,et al.  A theory of the serial position effect. , 1962, British journal of psychology.

[26]  K. A. Ericsson,et al.  Long-term working memory. , 1995, Psychological review.

[27]  Edward L. Bennett,et al.  Neural mechanisms of learning and memory , 1977 .

[28]  J. Swets,et al.  A decision-making theory of visual detection. , 1954, Psychological review.

[29]  J. Staszewski Exceptional Memory: The Influence of Practice and Knowledge on the Development of Elaborative Encoding Strategies , 1990 .

[30]  Herbert A. Simon,et al.  Templates in Chess Memory: A Mechanism for Recalling Several Boards , 1996, Cognitive Psychology.

[31]  A. D. D. Groot,et al.  Perception and memory in chess: Studies in the heuristics of the prodessional eye , 1996 .

[32]  F. Gobet Expert memory: a comparison of four theories , 1998, Cognition.

[33]  A. Newell You can't play 20 questions with nature and win : projective comments on the papers of this symposium , 1973 .

[34]  Fernand Gobet A computer model of chess memory , 1993 .

[35]  Nancy J. Cooke,et al.  Role of high-level knowledge in memory for chess positions , 1993 .

[36]  H. Simon,et al.  Recall of random and distorted chess positions: Implications for the theory of expertise , 1996, Memory & cognition.

[37]  M. S. Mayzner,et al.  Cognition And Reality , 1976 .

[38]  F. Craik,et al.  Levels of Pro-cessing: A Framework for Memory Research , 1975 .

[39]  D. Lewis,et al.  Quantitative methods in psychology , 1950 .

[40]  G. Lories Recall of Random and Non-random Chess Positions in Strong and Weak Chess Players , 1987 .

[41]  N. Charness Memory for Chess Positions: Resistance to Interference. , 1976 .

[42]  Fernand Gobet,et al.  Perception and memory in chess: Heuristics of the professional eye , 1996 .

[43]  H. Simon,et al.  STM capacity for Chinese words and idioms: Chunking and acoustical loop hypotheses , 1985, Memory & cognition.

[44]  H. Simon,et al.  Perception in chess , 1973 .