Journal of Natural Language Processing
Online ISSN : 2185-8314
Print ISSN : 1340-7619
ISSN-L : 1340-7619
Magical Number Seven Plus or Minus Two: Syntactic Structure Recognition in Japanese and English Sentences
MASAKI MURATAKIYOTAKA UCHIMOTOQING MAHITOSHI ISAHARA
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1999 Volume 6 Issue 7 Pages 61-71

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Abstract

George A. Miller insisted that human beings have only seven chunks in short term memory plus or minus two. We counted the number of bunsetsus whose modifiees were not recognized in each step when investigating the dependencies from the beginning of Japanese sentences by using the Kyoto University corpus, and we report that the number was roughly lower than nine, the upper bound of seven plus or minus two. We also investigated English sentences, and we got a result similar to Japanese when we assumed that human beings recognize a series of words such as a noun phrase (NP) as a unit. This indicates that if we assume that human beings' cognitive unit in Japanese and English are bunsetsu and NP respectively, we can accept Miller's theory.

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