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Fine structures of performance changes by long-term practice with applications.

Research Project

Project/Area Number 09680381
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionChukyo University

Principal Investigator

KIMURA Izumi  Chukyo University, School of Professor Computer and Cognitive Sciences, 情報科学部, 教授 (50015525)

Project Period (FY) 1997 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥2,300,000 (Direct Cost: ¥2,300,000)
Fiscal Year 1999: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1998: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1997: ¥1,100,000 (Direct Cost: ¥1,100,000)
Keywordspower law of practice / cognitive-motor skill / task time / long-term practice / slump / plateau / paper-folding / run test / 認知運動技術
Research Abstract

The power law of practice tells that a log-log plot of task times against the task number gives a straight line. However, these supposedly straight lines tend to accompany a large amount of noises.Often conceived by the participants of the practice experiments as slumps. A long-term goal of this mechanisms of skill acquisition. As a first step toward the goal, a paper-folding task according to the Japanese "origami"tradition was repeated for an unusually large number of times over months, and in some cases even over years, and the change of the task times analyzed.
There were 13 participants so far. Among them three are still continuing. As of March 15, 2000, a Participant PA completed 60,463 trials in 1,395 daily sessions on almost consecutive days (excepting for a 6-month break). Participants PE1 and PE2 completed 32,246 and 34,096 trials in 836 and 824 daily sessions, respectively, also on almost consecutive days. In addition, an informal experiment with a pair of cat's cradle tasks was done with 7 participants for about 100 daily sessions each. The findings include :
1. Plotting these data on a log0log scale reveals that, after about 1,000 trials, the graphs regularly oscillate between a pair of upper and lower straight lines, or"envelopes."
2. The changes of the shapes that the histograms of the task times undergo are describable as the competitions amongs the peaks in these histograms, in which those corresponding to faster performance win in the end.
3. A run test to these data (including those with cat's cradle) tells that it is impossible to interpret them as genuine straight lines as predicted by the power law plus purely random noises.

Report

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

    (6 results)

All Other

All Publications (6 results)

  • [Publications] 木村泉: "練習の巾乗法則の折り紙実験による再検討"日本認知科学会第15回大会論文集. 15. 83-84 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Izumi Kimura: "Plateaus, slumps and the power law of practice - a paper-folding study with initial results"Proc. Int'l Conf on Cognitive Science. 2. 394-399 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] KIMURA,Izumi: "Rethinking the power law of practice by an paper-folding experiment (in Japanese)."Proc. 15th Annual Meeting of JCSS.. 82-83 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] KIMURA,Izumi: "Plateaus, slumps, and the power law of practice--a paper-folding study with initial results."

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Izumi Kimura: "Plateaus,slumps,and the power law of practice-a paper folding study with initial results"The 2nd International Conference on Cognitive Science Proceedings. 394-399 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 木村 泉: "練習の巾乗法則の折り紙実験による再検討" 日本認知科学会第15回大会発表論文集. 82-83 (1998)

    • Related Report
      1998 Annual Research Report

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

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