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内隐学习中的概率

Probabilities in implicit learning.

作者信息

Tseng Philip, Hsu Tzu-Yu, Tzeng Ovid J L, Hung Daisy L, Juan Chi-Hung

机构信息

Institute of Cognitive Neuroscience, National Central University, 300 Jhongda Road, Jhongli City, Taoyuan County 32001, Taiwan.

出版信息

Perception. 2011;40(7):822-9. doi: 10.1068/p6833.

DOI:10.1068/p6833
PMID:22128554
Abstract

The visual system possesses a remarkable ability in learning regularities from the environment. In the case of contextual cuing, predictive visual contexts such as spatial configurations are implicitly learned, retained, and used to facilitate visual search-all without one's subjective awareness and conscious effort. Here we investigated whether implicit learning and its facilitatory effects are sensitive to the statistical property of such implicit knowledge. In other words, are highly probable events learned better than less probable ones even when such learning is implicit? We systematically varied the frequencies of context repetition to alter the degrees of learning. Our results showed that search efficiency increased consistently as contextual probabilities increased. Thus, the visual contexts, along with their probability of occurrences, were both picked up by the visual system. Furthermore, even when the total number of exposures was held constant between each probability, the highest probability still enjoyed a greater cuing effect, suggesting that the temporal aspect of implicit learning is also an important factor to consider in addition to the effect of mere frequency. Together, these findings suggest that implicit learning, although bypassing observers' conscious encoding and retrieval effort, behaves much like explicit learning in the sense that its facilitatory effect also varies as a function of its associative strengths.

摘要

视觉系统在从环境中学习规律方面具有非凡的能力。在上下文线索提示的情况下,诸如空间配置等预测性视觉上下文会被隐性地学习、保留并用于促进视觉搜索——所有这些过程都无需个体的主观意识和刻意努力。在此,我们研究了隐性学习及其促进作用是否对这种隐性知识的统计特性敏感。换句话说,即使这种学习是隐性的,高概率事件是否比低概率事件学得更好?我们系统地改变了上下文重复的频率以改变学习程度。我们的结果表明,随着上下文概率的增加,搜索效率持续提高。因此,视觉上下文及其出现概率都被视觉系统所捕捉。此外,即使在每个概率之间的总曝光次数保持不变时,最高概率仍然具有更大的线索提示效果,这表明除了单纯的频率效应外,隐性学习的时间因素也是一个需要考虑的重要因素。总之,这些发现表明,隐性学习虽然绕过了观察者的有意识编码和检索努力,但其促进作用也会随着关联强度的变化而变化,在这一点上,它的表现与显性学习非常相似。

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