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Experimental study of Bayesian inference based on experience

Research Project

Project/Area Number 09610088
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 実験系心理学
Research InstitutionOsaka City University

Principal Investigator

ITO Masato  Osaka City University, Dept.of Psychology, Professor, 文学部, 教授 (70106334)

Project Period (FY) 1997 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 1999: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1998: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1997: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsBayesian inference / probabilistic events / delayed matching-to-sample task / operant conditioning / pigeons / 構造化 / ベイズ的推論 / 複合的確率事象 / キイつつき反応
Research Abstract

The present study investigated bayesian inference in animals (pigeons) by using a modified delayed matching-to-sample (DMTS) task in which information stimulus signaling which side is correct was presented prior to the presentation of comparison stimuli. In this procedure, sample presentation frequency was varied in two conditions (I.e., 1 : 9 and 3 : 7 conditions) and reliability of the information stimulus was also varied from 100% to 80%. After matching performance was stabilized, two different test sessions were introduced, in which no sample was presented in one condition, whereas neither sample nor information stimulus was presented in another condition. The results from testing showed that in all subjects, choice proportions for the less frequent stimulus were approximately consistent with the proportion of two samples used in the DMTS task when no sample was presented, and further that choice proportions for the less frequent stimulus were consistent with predictions derived from Bayesian theorem when neither sample nor information stimulus was presented. These results revealed that animal subjects can detect the difference in the proportion of two samples and evaluate the reliability of information stimulus when they learn to match samples with comparisons in the DMTS task. Although the present study provided data understanding Bayesian inference based on experience, additional studies should examine comparative and developmental aspects of Bayesian inference based on experience as well as possible modifications of the procedure.

Report

(4 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • 1997 Annual Research Report
  • Research Products

    (11 results)

All Other

All Publications (11 results)

  • [Publications] Ito, Takatsuru, & Saeki: "Choice between constant and Variable alternatives by rats : Effects of diferent remforcer amounts and energy budgets"Journal of the Experimental Analysis of Behavior. 73. 79-92 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 伊藤・内田・佐伯・北村: "ハトを用いた行動実験のための新しい視覚刺激提示システム"動物心理学研究. 49. 181-187 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 内田・伊藤: "頻度依存捕食は実際に頻度に依存するか? : 心理学からの展望"動物心理学研究. 48. 121-148 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 佐伯・内田・伊藤: "Visual Basic とPCカードを用いた行動実験制御システム"行動分析学研究. 13. 66-72 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Ito,M., Takatsuru,S., & Saeki,D.: "Choice between constant and variable alternatives by rats : Effects of different reinforcer amounts and energy budgets"Journal of the Experimental Analysis of Behavior. 73. 79-92 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Ito,M., Uchida,Y., Saeki,D., & Kitamura,K.: "A computer based visual display system for behavioral experiments with pigeons. (In Japanese with English summary)"Japanese Journal of Animal Psychology. 49. 181-187 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Uchida,Y., & Ito,M.: "Does frequency-dependent perdition really depend on frequency of prey ? : A psychological overview. (In Japanese with English summary)"Japanese Journal of Animal Psychology. 48. 121-148 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Ito, Takatsuru, K Saeki: "Choice between Constant and Variable alternatives by rats: Effects of different reinforcer amounts and energy budgets"Journal of the Experimental Analysis of Behavior. 73. 79-92 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 伊藤,内田,佐伯,北村: "ハトを用いた行動実験のための新しい視覚刺激呈示システム"動物心理学研究. 49. 181-187 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 内田善久・伊藤正人: "頻度依存捕食は実際に餌の頻度に依存するか?:心理学からの展望" 動物心理学研究. 48巻2号. 121-148 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 佐伯・内田・伊藤: "Visual BasicとPCカードを用いた行動実験制御システム" 行動分析学研究. 13巻1号. 66-72 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1997-04-01   Modified: 2016-04-21  

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