题名

知覺類別學習中的類別變異效果:以聽覺刺激為例

并列篇名

Category Variability Effect in Perceptual Category Learning with Auditory Stimuli

DOI

10.6129/CJP.20150917

作者

吳岳勳(Yueh-Hsun Wu);楊立行(Lee-Xieng Yang)

关键词

回饋學習 ; 類別學習 ; 類別變異效果 ; feedback learning ; category learning ; category variability effect

期刊名称

中華心理學刊

卷期/出版年月

58卷2期(2016 / 06 / 01)

页次

109 - 126

内容语文

繁體中文

中文摘要

類別變異效果是指,人們傾向將介於兩類別中間的刺激,分類至變異程度較高的那個類別。過去研究指出範例模型對這個效果無法提供合理解釋,相對地,規則模型則可以,因此這個效果一直是這兩類模型比較的試金石。雖然過去研究時而觀察到此一效果,但由於各研究使用的實驗方法不盡相同,使得我們並不清楚究竟在何種條件下類別變異效果會出現。本研究使用單音刺激進行實驗,嘗試釐清類別變異效果的發生條件。刺激向度為單音頻率,並且透過心理物理函式轉換成心理量(mel)。三個實驗均以典型的回饋學習派典進行。實驗一嘗試瞭解是否可以透過指導語操弄,促使參與者覺察到類別變異程度的差距。結果發現不論有無提示參與者兩類別變異程度有所不同,均沒有發現類別變異效果。實驗二嘗試直接操弄類別變異的差距程度,縮小低變異類別的變異程度,使其成員間距縮小或僅有一個成員,結果均發現顯著的類別變異效果。實驗三則將加大高變異類別的變異程度,結果仍然支持類別變異效果。最後,本研究再根據三個實驗的結果以及前人研究的結果,歸納出一個量化指標D分數,並用於預測類別變異效果,當D大於1時,類別變異效果便會出現,反之則否。本研究結果將有助於未來進行相關研究的參考。

主题分类 社會科學 > 心理學
参考文献
  1. Stevens, S. S., Volkmann, J., & Newman, E. B. (1937). A scale for the measurement of the psychological magnitude pitch. Journal of the Acoustical Society of America, 8, 185-190
  2. Steinberg, J. C. (1937). Positions of stimulation in the cochlea by pure tones. The Journal of the Acoustical Society of America, 8, 176-180
  3. Aha, D. W.,Goldstone, R. L.(1992).Concept learning and flexible weighting.Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society,Hillsdale, NJ:
  4. Anderson, J. R.,Betz, J.(2001).A hybrid model of categorization.Psychonomic Bulletin & Review,8,629-647.
  5. Ashby, F. G.,Alfonso-Reese, L. A.,Turken, A. U.,Waldron, E. M.(1998).A neuropsychological theory of multiple systems in category learning.Psychlogoical Review,105,442-481.
  6. Ashby, F. G.,Lee, W. W.(1991).Predicting similarity and categorization from identification.Journal of Experimental Psychology: General,120,150-172.
  7. Ashby, F. G.,Maddox, W. T.(1992).Complex decision rules in categorization: Contrasting novice and experienced performance.Journal of Experimental Psychological: Human Perception and Performance,18,50-71.
  8. Ashby, F. G.,Maddox, W. T.,Bohil, C. J.(2002).Observational versus feedback training in rule-based and information-integration category learning.Memory & Cognition,30,666-677.
  9. Ashby, F. G.,Townsend, J. T.(1986).Varieties of perceptual independence.Psychological Review,93,154-179.
  10. Cohen, A. L.,Nosofsky, R. M.,Zaki, S. R.(2001).Category variability, exemplar similarity, and perceptual classification.Memory & Cognition,29,1165-1175.
  11. Erickson, M. A.,Kruschke, J. K.(1998).Rules and exemplars in category learning.Journal of Experimental Psychology: General,127,107-140.
  12. Erickson, M. A.,Kruschke, J. K.(2002).Rule-based extrapolation in perceptual categorization.Psychonomic Bulletin & Review,9,160-168.
  13. Hsu, A. S.,Griffiths, T. L.(2010).Effects of generative and discriminative learning on use of category variability.Proceedings of 32nd Annual Conference of the Cognitive Science Society,Austin, TX:
  14. Kruschke, J. K.(1992).ALCOVE: An exemplarbased connectionist model of category learning.Psychological Review,99,22-44.
  15. Maddox, W. T.,Ashby, F. G.(1993).Comparing decision bound and exemplar models of categorization.Perception & Psychophysics,53,49-70.
  16. Nosofsky, R. M.(1987).Attention and learning processes in the identification and categorization of integral stimuli.Journal of Experimental Psychology: Learning, Memory, and Cognition,13,87-108.
  17. Nosofsky, R. M.(1986).Attention, similarity, and the identification-categorization relationship.Journal of Experimental Psychology: General,115,39-57.
  18. Nosofsky, R. M.(1991).Typicality in logically defined categories: Exemplar-similarity versus rule instantiation.Memory & Cognition,19,131-150.
  19. Nosofsky, R. M.,Clark, S. E.,Shin, H. J.(1989).Rules and exemplars in categorization, identification, and recognition.Journal of Experimental Psychology: Learning, Memory, and Cognition,15,282-304.
  20. Nosofsky, R. M.,Johansen, M. K.(2000).Exemplarbased account of "multiple-systems" phenomenon in perceptual categorization.Psychonomic Bulletin & Review,7,375-402.
  21. Nosofsky, R. M.,Palmeri, T. J.,McKinley, S. C.(1994).Rule-plus-exception model of classification learning.Psychological Review,101,53-79.
  22. Rips, L.J.(1989).Similarity, typicality, and categorization.Similarity and analogical reasoning,New York, NY:
  23. Rounder, J. N.,Ratcliff, R.(2004).Comparing categorzation models.Journal of Experimental Psychology: General,133,63-82.
  24. Sakamoto, Y.,Love, B. C.,Jones, M.(2006).Tracking variability in learning: Contrasting statistical and similarity-based accounts.28th Annual Conference of the Cognitive Science Society,Vancouver, Canada:
  25. Sloutsky, V. M.(2010).From perceptual categories to concepts: What develops?.Cognitive Science,34,1244-1286.
  26. Smith, E. E.,Sloman, S. A.(1994).Similarity- versus rule-based categorization.Memory & Cognition,22,377-386.
  27. Stewart, N.,Chater, N.(2002).The effect of category variability in perceptual categorization.Journal of Experimental Psychology: Learning, Memory, and Cognition,28,893-907.
  28. Yang, L.-X.,Lewandowsky, S.(2004).Knowledge partitioning in categorization: Constraints on exemplar models.Journal of Experimental Psychology: Learning, Memory, and Cognition,30,1045-1064.