A Production System Theory of Serial Memory

A theory is described that provides a detailed model of how people recall serial lists of items. This theory is based on the Adaptive Character of Thought-Rational (ACT-R) production system (J. R. Anderson, 1993). It assumes that serial lists are represented as hierarchical structures consisting of groups and items within groups. Declarative knowledge units encode the position of items and of groups within larger groups. Production rules use this positional information to organize the serial recall of a list of items. In ACT-R, memory access depends on a limited-capacity activation process, and errors can occur in the contents of recall because of a partial matching process. These limitations conspire in a number of ways to produce the limitations in immediate memory span: As the span increases, activation must be divided among more elements, activation decays more with longer recall times, and there are more opportunities for positional and acoustic confusions. The theory is shown to be capable of predicting both latency and error patterns in serial recall. It addresses effects of serial position, list length, delay, word length, positional confusion, acoustic confusion, and articulatory suppression.

[1]  K. Lashley The problem of serial order in behavior , 1951 .

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

[3]  C. W. Crannell,et al.  A Comparison of Immediate Memory Span for Digits, Letters, and Words , 1957 .

[4]  R. Conrad,et al.  Acoustic confusions in immediate memory. , 1964 .

[5]  W. A. Wickelgren,et al.  SIZE OF REHEARSAL GROUP AND SHORT-TERM MEMORY. , 1964, Journal of experimental psychology.

[6]  R. Conrad,et al.  Order error in immediate recall of sequences , 1965 .

[7]  W A Wickelgren,et al.  Short-term memory for phonemically similar lists. , 1965, The American journal of psychology.

[8]  W. A. Wickelgren,et al.  Short-term Memory for Repeated and Non-repeated Items , 1965, The Quarterly journal of experimental psychology.

[9]  M. Posner,et al.  On the role of interference in short-term retention. , 1966, Journal of experimental psychology.

[10]  W. A. Wickelgren,et al.  Rehearsal Grouping and Hierarchical Organization of Serial Position Cues in Short-Term Memory , 1967, The Quarterly journal of experimental psychology.

[11]  D. Aaronson Temporal course of perception in an immediate recall task. , 1968 .

[12]  Richard C. Atkinson,et al.  Human Memory: A Proposed System and its Control Processes , 1968, Psychology of Learning and Motivation.

[13]  D. J. Murray Articulation and acoustic confusability in short-term memory. , 1968 .

[14]  J Ryan,et al.  Grouping and Short-Term Memory: Different Means and Patterns of Grouping , 1969, The Quarterly journal of experimental psychology.

[15]  G. Bower,et al.  Group structure, coding, and memory for digit series , 1969 .

[16]  R. G. Crowder,et al.  Precategorical acoustic storage (PAS) , 1969 .

[17]  Neal F. Johnson,et al.  The Role of Chunking and Organization in The Process of Recall , 1970 .

[18]  William K. Estes,et al.  Phonemic Coding and Rehearsal in Short-Term Memory for Letter Strings. , 1973 .

[19]  D. Kahneman Attention and Effort , 1973 .

[20]  G. Bower,et al.  Human Associative Memory , 1973 .

[21]  John R. Anderson Retrieval of propositional information from long-term memory , 1974 .

[22]  E. Bjork,et al.  Short-term order and item retention. , 1974 .

[23]  A. Baddeley,et al.  Word length and the structure of short-term memory , 1975 .

[24]  A. Kennedy,et al.  Studies in long term memory , 1976 .

[25]  John R. Anderson Language, Memory, and Thought , 1976 .

[26]  M J Watkins,et al.  The intricacy of memory span , 1977, Memory & cognition.

[27]  W. Estes,et al.  Order and position in primary memory for letter strings , 1977 .

[28]  G. Stelmach Information processing in motor control and learning , 1978 .

[29]  D. Mcnicol,et al.  Initial Codes for Order in Memory , 1978 .

[30]  Stephen Monsell,et al.  The Latency and Duration of Rapid Movement Sequences: Comparisons of Speech and Typewriting , 1978 .

[31]  R. Shiffrin,et al.  Short-term forgetting of item and order information. , 1978 .

[32]  B. Murdock,et al.  The role of auditory features in memory span for words. , 1980, Journal of experimental psychology. Human learning and memory.

[33]  John R. Anderson Cognitive Psychology and Its Implications , 1980 .

[34]  A. Drewnowski Attributes and priorities in short-term recall: A new model of memory span. , 1980 .

[35]  B. Fischhoff,et al.  Journal of Experimental Psychology: Human Learning and Memory , 1980 .

[36]  R. Shiffrin,et al.  Search of associative memory. , 1981 .

[37]  James L. McClelland,et al.  An interactive activation model of context effects in letter perception: I. An account of basic findings. , 1981 .

[38]  J R Anderson,et al.  Retrieval of information from long-term memory. , 1983, Science.

[39]  John R. Anderson The Architecture of Cognition , 1983 .

[40]  A. Baddeley,et al.  Exploring the Articulatory Loop , 1984 .

[41]  R. Shiffrin,et al.  A retrieval model for both recognition and recall. , 1984, Psychological review.

[42]  T. Salthouse Perceptual, cognitive, and motoric aspects of transcription typing. , 1986, Psychological bulletin.

[43]  B. Boruff,et al.  Short-term memory capacity: magic number or magic spell? , 1986, Journal of experimental psychology. Learning, memory, and cognition.

[44]  J. S. Nairne,et al.  A framework for interpreting recency effects in immediate serial recall , 1988, Memory & cognition.

[45]  B. Murdock,et al.  Memory for Serial Order , 1989 .

[46]  A. Baddeley Human Memory: Theory and Practice, Revised Edition , 1990 .

[47]  John R. Anderson The Adaptive Character of Thought , 1990 .

[48]  John R. Anderson,et al.  Reflections of the Environment in Memory Form of the Memory Functions , 2022 .

[49]  Gordon D. A. Brown,et al.  Memory for familiar and unfamiliar words: Evidence for a long-term memory contribution to short-term memory span , 1991 .

[50]  M. Just,et al.  From the SelectedWorks of Marcel Adam Just 1992 A capacity theory of comprehension : Individual differences in working memory , 2017 .

[51]  J. S. Nairne The Loss of Positional Certainty in Long-Term Memory , 1992 .

[52]  Nelson Cowan,et al.  Verbal memory span and the timing of spoken recall , 1992 .

[53]  N. Burgess,et al.  Toward a network model of the articulatory loop , 1992, Connectionist psychology: A text with readings.

[54]  John R. Anderson,et al.  Rules of the Mind , 1993 .

[55]  B B Murdock,et al.  TODAM2: a model for the storage and retrieval of item, associative, and serial-order information. , 1993, Psychological review.

[56]  Andrew P. Yonelinas,et al.  Separating conscious and unconscious influences of memory: measuring recollection , 1993 .

[57]  S. Lewandowsky,et al.  FORWARD AND BACKWARD RECALL: DIFFERENT RETRIEVAL PROCESSES , 1995 .

[58]  P. Andersen,et al.  [Learning and memory]. , 1995, Tidsskrift for den Norske laegeforening : tidsskrift for praktisk medicin, ny raekke.

[59]  R. Shillcock,et al.  Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society , 1995 .

[60]  John R. Anderson,et al.  Working Memory: Activation Limitations on Retrieval , 1996, Cognitive Psychology.

[61]  C. Lebiere,et al.  The Atomic Components of Thought , 1998 .