Optimal Metacognitive Control of Memory Recall

被引:5
作者
Callaway, Frederick [1 ]
Griffiths, Thomas L. [1 ,2 ]
Norman, Kenneth A. [1 ]
Zhang, Qiong [3 ,4 ]
机构
[1] Princeton Univ, Dept Psychol, Peretsman Scully Hall, Princeton, NJ 08540 USA
[2] Princeton Univ, Dept Comp Sci, Princeton, NJ 08540 USA
[3] Rutgers State Univ, Dept Psychol, New Brunswick, NJ USA
[4] Rutgers State Univ, Dept Comp Sci, New Brunswick, NJ USA
关键词
metamemory; metacognition; resource-rational; DECISION-MAKING; COMPUTATIONAL RATIONALITY; VISUAL FIXATIONS; DIFFUSION-MODEL; RETRIEVAL MODEL; CUE-FAMILIARITY; CONFIDENCE; CHOICE; JUDGMENTS; SEARCH;
D O I
10.1037/rev0000441
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Most of us have experienced moments when we could not recall some piece of information but felt that it was just out of reach. Research in metamemory has established that such judgments are often accurate; but what adaptive purpose do they serve? Here, we present an optimal model of how metacognitive monitoring (feeling of knowing) could dynamically inform metacognitive control of memory (the direction of retrieval efforts). In two experiments, we find that, consistent with the optimal model, people report having a stronger memory for targets they are likely to recall and direct their search efforts accordingly, cutting off the search when it is unlikely to succeed and prioritizing the search for stronger memories. Our results suggest that metamemory is indeed adaptive and motivate the development of process-level theories that account for the dynamic interplay between monitoring and control.
引用
收藏
页码:781 / 811
页数:31
相关论文
共 128 条
[1]  
Anderson J.R., 1990, ADAPTIVE CHARACTER T, DOI [10.4324/9780203771730, DOI 10.4324/9780203771730]
[2]   RECOGNITION AND RETRIEVAL PROCESSES IN FREE-RECALL [J].
ANDERSON, JR ;
BOWER, GH .
PSYCHOLOGICAL REVIEW, 1972, 79 (02) :97-&
[3]   THE ADAPTIVE NATURE OF HUMAN CATEGORIZATION [J].
ANDERSON, JR .
PSYCHOLOGICAL REVIEW, 1991, 98 (03) :409-429
[4]   HUMAN-MEMORY - AN ADAPTIVE PERSPECTIVE [J].
ANDERSON, JR ;
MILSON, R .
PSYCHOLOGICAL REVIEW, 1989, 96 (04) :703-719
[5]  
Bennett S. T., 2017, P 39 ANN C COGN SCI, P1623
[6]  
Bergstra J, 2012, J MACH LEARN RES, V13, P281
[7]   Heuristics From Bounded Meta-Learned Inference [J].
Binz, Marcel ;
Gershman, Samuel J. ;
Schulz, Eric ;
Endres, Dominik .
PSYCHOLOGICAL REVIEW, 2022, 129 (05) :1042-1077
[8]   Perceptual decision making: drift-diffusion model is equivalent to a Bayesian model [J].
Bitzer, Sebastian ;
Park, Hame ;
Blankenburg, Felix ;
Kiebel, Stefan J. .
FRONTIERS IN HUMAN NEUROSCIENCE, 2014, 8
[9]   Confidence modulates exploration and exploitation in value-based learning [J].
Boldt, Annika ;
Blundell, Charles ;
De Martino, Benedetto .
NEUROSCIENCE OF CONSCIOUSNESS, 2019, 5 (01)
[10]   TIP OF TONGUE PHENOMENON [J].
BROWN, R ;
MCNEILL, D .
JOURNAL OF VERBAL LEARNING AND VERBAL BEHAVIOR, 1966, 5 (04) :325-&