根据可变性来看,类别学习过程:自调节类别学习任务的见解
Ann-Katrin Hosch1, Janina A Hoffmann2, Bettina von Helversen1
1Department of Psychology, University of Bremen.
概括
类别学习涉及自我调节,类别的更高的变化促使更多的探索. 学习者根据目标和遇到的其他类别来调整他们的搜索策略.
科学领域:
- 认知心理学 认知心理学
- 学习科学 学习科学
背景情况:
- 类别学习是理解复杂环境的基础.
- 现实世界的学习往往涉及自我调节,个人决定自己的学习速度.
- 环境因素,如类别的变化,可以影响学习的持续时间和策略.
研究的目的:
- 调查类别变化如何影响自我调节学习的持续时间.
- 探索焦点和对照类别的变化对学习过程的影响.
- 了解学习者如何平衡探索成本与环境不确定性.
主要方法:
- 设计了一个新的自我调节的学习任务.
- 参与者探索了来自两个不同的类别的样本.
- 该研究操纵了焦点和对照类别内的变化.
主要成果:
- 焦点类别的变异性增加导致参与者进行了更广泛的抽样.
- 对应类别的变化显著影响了搜索和学习过程.
- 学习者展示了适应性抽样策略,以应对类别变化.
结论:
- 类别的变化是自我调节学习时间的关键因素.
- 学习者积极管理基于感知不确定性和类别关系的探索.
- 了解类别收购需要考虑多个类别中变化的相互作用.
更多相关视频
14:38Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
11.9K
05:35Experience is Instrumental in Tuning a Link Between Language and Cognition: Evidence from 6- to 7- Month-Old Infants' Object Categorization
Published on: April 19, 2017
6.8K
相关概念视频
Cognitive Learning
672
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
672
Theory of Attribution II: Kelley's Covariation Theory
7
Attribution theory plays a crucial role in social psychology, helping to explain how individuals interpret the causes of behavior. One prominent model within this field is Harold Kelley's covariation theory, which provides a systematic approach to determining whether internal traits or external circumstances drive a person's actions. The model posits that individuals rely on three key types of information—consensus, consistency, and distinctiveness—to make these judgments.Consensus:...
7
Understanding Self-Concept
8
The self-concept encompasses individuals' beliefs about themselves, structured through cognitive frameworks known as self-schemas. These schemas function as mental representations of specific traits or behaviors, influencing how self-relevant information is perceived, processed, and remembered. For example, individuals who are schematic for body weight are more likely to interpret routine experiences—such as dining out or shopping—through the lens of that trait. Conversely, those...
8
Self-Regulation
9
Self-regulation, also known as self-control, encompasses a range of cognitive and behavioral processes that allow individuals to adjust their internal states and outward actions to align with socially acceptable norms and long-term goals. It plays a fundamental role in adaptive functioning, from resisting impulsive behaviors to persisting through challenging tasks. While its benefits are widely recognized, self-regulation is not limitless. Muraven and Baumeister's theory posits that...
9
Metacognition
288
Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
288
Variability: Analysis
192
Measures of variability are statistical metrics that reveal the dispersion pattern within a dataset. They are pivotal in biostatistics, providing insights into the heterogeneity within health and biological data. Variability signifies the degree to which data points diverge from one another, helping researchers understand the potential range of values and associated uncertainty within the data.
The range is a simple measure of variability, indicating the difference between the highest and...
The range is a simple measure of variability, indicating the difference between the highest and...
192
