在自然主义主动学习中,最佳搜索的局限性
Lisheng He1, Russell Richie2, Sudeep Bhatia3
1SILC Business School, Shanghai University.
Journal of experimental psychology. General
|March 28, 2024
概括
人们在最佳的积极学习中扎,因为记忆检索有利于类似的项目 (语义一致性),阻碍了信息获取. 虽然他们可以识别出好的问题,但他们不能很容易地从记忆中实现它们.
科学领域:
- 认知心理学 认知心理学
- 决策科学 决策科学 决策科学
- 信息科学 信息科学 信息科学
背景情况:
- 积极学习的最佳性是跨学科的辩论.
- 现有的研究往往缺乏自然主义的经验范式,用于信息搜索.
- 了解记忆在积极学习中的作用对于合理的决策至关重要.
研究的目的:
- 介绍一种新的实证范式,用于自然主义的积极学习.
- 开发计算工具来建模信息搜索的算法和理性理论.
- 调查记忆检索对提问最佳性的影响.
主要方法:
- 开发了一个任务,参与者从记忆中查询日常物品.
- 采用了8项实验,共795名参与者 (N=795).
- 分析了查询序列,以评估信息获取和识别记忆效应.
主要成果:
- 参与者始终连续检索类似的项目,证明了语义一致性.
- 这种记忆效应导致信息搜索不足于最佳水平,不管是指令还是激励.
- 参与者可以在面临选择时识别最佳查询序列,但不能从内存中生成它们.
结论:
- 关联性记忆机制,特别是语义一致性,阻碍了在自然环境中的最佳主动学习.
- 个人可以识别最佳的搜索策略,但由于记忆检索模式,在实施这些策略方面面临挑战.
- 记忆过程对在现实世界的积极学习场景中有效地提出问题施加了重大约束.
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