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Dimensions in data: testing psychological models using state-trace analysis

delete2008-08-01
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PRE
AI
B
Ben R. Newell *
J
John C. Dunn
DOI:10.1016/j.tics.2008.04.009delete
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摘要

摘要

En 中文
Cognitive science is replete with fertile and forceful debates about the need for one or moire underlying mental processes or systems to explain empirical observations. Such debates can be found in many areas, including learning, memory, categorization, reasoning and decision-making. Multiple-process models are often advanced on the basis of dissociations in data. We argue and illustrate that using dissociation logic to draw conclusions about the dimensionality of data is flawed. We propose that a more widespread adoption of 'state-trace analysis' - an approach that overcomes these flaws could lead to a re-evaluation of the need for multiple-process models and to a re-appraisal of how these models should be formulated and tested.
Keyword:
INFERENCE
TASK
RECOLLECTION
FAMILIARITY
JUDGMENTS
SYSTEMS
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期刊

Trends in Cognitive Sciences 封面图
Trends in Cognitive Sciences
IF:
17.2
论文数:
3.6K
被引数:
3.5W

机构

U
University of Adelaide
学者数:
2.3W
论文数: 2.4W
被引数: 4.2W
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