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项目识别记忆与接收者操作特征曲线

Item recognition memory and the receiver operating characteristic.

作者信息

Heathcote Andrew

机构信息

School of Behavioural Sciences, University of Newcastle, Callaghan, NSW, Australia.

出版信息

J Exp Psychol Learn Mem Cogn. 2003 Nov;29(6):1210-30. doi: 10.1037/0278-7393.29.6.1210.

Abstract

Four experiments were conducted to investigate the effects of study time, study repetition, semantic and orthographic similarity, and category length on item recognition memory receiver operating characteristics (ROCs). Analyses of ROC shape rejected A. P. Yonelinas's (1994) dual-process model. The normal unequal variance signal-detection model provided a better account of the data, except for a small but consistent excess of high-confidence errors. It was found that z-transformed ROC slope was increased by similarity, category length, and study item repetition, rejecting R. Ratcliff, G. McKoon, and M. Tindall's (1994) "constancy-of-slopes" generalization for these variables, but slope was relatively unaffected by massed study time.

摘要

进行了四项实验,以研究学习时间、学习重复次数、语义和正字法相似性以及类别长度对项目识别记忆接收者操作特征(ROC)的影响。对ROC形状的分析否定了A.P.约内利纳斯(1994年)的双加工模型。除了存在少量但一致的高置信度错误外,正态异方差信号检测模型能更好地解释这些数据。研究发现,z变换后的ROC斜率会因相似性、类别长度和学习项目重复次数而增加,这否定了R.拉特克利夫、G.麦昆和M.廷德尔(1994年)关于这些变量的“斜率恒定”概括,但斜率相对不受集中学习时间的影响。

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