Postclassification category use: The effects of learning to use categories after learning to classify

被引:32
|
作者
Ross, BH
机构
[1] Univ Illinois, Beckman Inst Adv Sci & Technol, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Psychol, Urbana, IL 61801 USA
关键词
D O I
10.1037/0278-7393.25.3.743
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The use of category knowledge can affect category representations, including classification knowledge, even if people learn to classify before learning to use the categories. In 5 experiments, subjects first learned to classify spy messages and then learned a category use that required simple problem solving (applying a formula to decode a message). The number relations that were important for the decoding were later used as an additional basis of classification. This effect of category use occurred even when the classification was not provided during use learning, if the category representation was incidentally available. This incidental activation of the category representation is common in real-world situations and can occur by additional processing (Experiment 2) or by extended classification learning (Experiments 3-5). The discussion focuses on the conditions necessary for obtaining this effect and the generality of the findings.
引用
收藏
页码:743 / 757
页数:15
相关论文
共 50 条
  • [1] Category use and category learning
    Markman, AB
    Ross, BH
    PSYCHOLOGICAL BULLETIN, 2003, 129 (04) : 592 - 613
  • [2] Do people use category-learning judgments to regulate their learning of natural categories?
    Morehead, Kayla
    Dunlosky, John
    Foster, Nathaniel L.
    MEMORY & COGNITION, 2017, 45 (08) : 1253 - 1269
  • [3] Do people use category-learning judgments to regulate their learning of natural categories?
    Kayla Morehead
    John Dunlosky
    Nathaniel L. Foster
    Memory & Cognition, 2017, 45 : 1253 - 1269
  • [4] The effects of category use on learned categories
    Ross, BH
    MEMORY & COGNITION, 2000, 28 (01) : 51 - 63
  • [5] The effects of category use on learned categories
    Brian H. Ross
    Memory & Cognition, 2000, 28 : 51 - 63
  • [6] Use Deep Learning to Classify Outdoor Terrain Categories During Walking Task
    Hu, Boyi
    Coppola, Sarah
    Liang, Calvin
    Dennerlein, Jack
    RESEARCH QUARTERLY FOR EXERCISE AND SPORT, 2019, 90 : A19 - A20
  • [7] Effects of generative and discriminative learning on use of category variability
    Hsu, Anne S.
    Griffiths, Thomas L.
    COGNITION IN FLUX, 2010, : 242 - 247
  • [8] Conversation as a site of category learning and category use
    Barr, Dale J.
    Kronmuller, Edmundo
    CATEGORIES IN USE, 2007, 47 : 181 - 211
  • [9] USING MACHINE LEARNING TO CLASSIFY PATIENTS ON OPIOID USE
    Zhao, S.
    Browning, J.
    Wang, J.
    VALUE IN HEALTH, 2021, 24 : S93 - S93
  • [10] USE OF MACHINE LEARNING ALGORITHMS TO CLASSIFY SURGICAL MANEUVERS
    Miller, Brady
    Azari, David
    Yu, Yu H.
    Radwin, Robert
    Le, Brian
    JOURNAL OF UROLOGY, 2019, 201 (04): : E481 - E482