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題名:統計偏離值分析於人文研究上的應用--以《新青年》為例
書刊名:東亞觀念史集刊
作者:金觀濤梁穎誼 引用關係姚育松劉昭麟
作者(外文):Jin, Guan-taoLeong, Yin-yeeYu, Yih-soongLiu, Chao-lin
出版日期:2014
卷期:6
頁次:頁327-366
主題關鍵詞:齊夫定律偏離值新青年關鍵詞Zipf's LawResidualXin Qing NianKey-words
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(5) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:4
  • 共同引用共同引用:7
  • 點閱點閱:21
數位方法應用於人文研究,在近幾年逐漸變得重要。數位方法不但增進了學者的研究效率,也提供了另一個角度去思考各種文本。然而,目前仍然有許多技術或方法有待深入探討。本文研究動機運用了齊夫定律偏離值計算來找出文本的關鍵詞,並以《新青年》為文本來分析是否可行。本研究特點是將關鍵詞的概念加以量化,並從統計理論出發得出一個較客觀的指標。實驗結果發現,利用此統計與數位方法,除了解決主觀判斷的爭議外及減少人工篩選的負擔外,也具有三項突破。一、能夠更加準確地將關鍵詞篩選出來,從而更加細緻地觀察思想變化,以及反映在文本上的語言現象,前者透過「國家」與「青年」這兩個關鍵詞來說明,後者透過「他們」、「我們」、「社會」、「主義」、「階級」、「產階」來說明;二,印證了偏離值大小能夠代表詞的關鍵性,從而揭示出《新青年》的思想變化,從無共識觀念,到思想討論,最後到意識形態確立的過程;三,印證了關鍵詞詞數能夠部分反映文本的思想變化,由於觀念濃縮於關鍵詞,關鍵詞的多寡能夠反映明顯觀念的多寡。
Application of digital methods on art and humanity studies had become crucial research in recent years. Digital methods can help to improve the efficiency of studying, and also to have another point of view to rethink the materials. However, We have a lot of issues that need to be studied in details. Our aim is to proposea residuals calculation based on Zipf's law, in order to find out the key-words of the materials with using "Xin Qing Nian" as an experiment example. We redefine the concept of keywords in a quantitative way, and establishing anless-subjectivecriterion from statistical theory. The experiment had found out that, as using statistic and digital method, we have three breakthroughs others from diminishing the criticality controversy by subjective judgments and the burdens of manual Selection. First, as the reason of be able to assure more accurately of the key-words, we can have more precise observation to thoughts changing and the language phenomena. Second, giving an evidence of how the importance of the key-words can be demonstrated by residual quantities. Third, giving an evidence of how the quantity of keywords can more or less demonstrate the emerging of obvious ideas.
期刊論文
1.McCreight, Edward M.(1976)。A Space-Economical Suffix Tree Construction Algorithm。Journal of Association for Computing Machinery,23(2),262-272。  new window
2.Hill, Bruce M.(1970)。Zipf's Law and Prior Distributions for the Composition of a Population。Journal of the American Statistical Association,65(331),1220-1232。  new window
3.Xiao, Hang(2008)。On the Applicability of Zipf's Law in Chinese Word Frequency Distribution。Journal of Chinese Language and Computing,18(1),33-46。  new window
4.Ridley, Dennis R.、Gonzales, Emilia A.(1994)。Zipf's law extended to small samples of adult speech。Perceptual & Motor Skills,79(1),153-154。  new window
5.Martindale, Colin、Gusein-Zade, S. M.、McKenzie, Dean、Borodovsky, Mark Yu.(1996)。Comparison of equations describing the ranked frequency distributions of graphemes and phonemes。Journal of Quantitative Linguistics,3(2),106-112。  new window
6.Rousseau, R.、Zhang, Qiaoqiao(1992)。Zipf's data on the frequency of Chinese words revisited。Scientometrics,24(2),201-220。  new window
7.Piqueira, J. R. C.、Monteiro, L. H. A.、de Magalhães, T. M. C.、Ramos, R. T.、Sassi, R. B.、Cruz, E. G.(1999)。Zipf's Law Organizes a Psychiatric Ward。Journal of Theoretical Biology,198(3),439-443。  new window
8.Naranan, S.、Balasubrahmanyan, V. K.(1998)。Models for power law relations in linguistics and information science。Journal of Quantitative Linguistics,5(1/2),35-61。  new window
9.Grubbs, Frank(1969)。Procedures for Detecting Outlying Observations in Samples。Technometrics,11(1),1-21。  new window
會議論文
1.臺灣大學數位人文中心(2011)。第三屆數位典藏與數位人文國際研討會論文集。第三屆數位典藏與數位人文國際研討會。臺北:臺灣大學數位典藏研究發展中心。  延伸查詢new window
圖書
1.Zipf, George Kingsley(1935)。The psycho-biology of language: An introduction to dynamic philology。Boston:Houghton-Mifflin。  new window
2.Iglewicz, B.(1993)。How to detect and handle outliers。ASQC Quality Press。  new window
3.Miller, George A.(1991)。The Science of Words。W.H. Freeman & Company。  new window
4.Tukey, John W.(1977)。Exploratory Data Analysis。Addison-Wesley Publishing Company。  new window
5.項潔(20110000)。數位人文研究的新視野:基礎與想像。臺北:國立臺灣大學出版中心。new window  延伸查詢new window
圖書論文
1.Mandelbrot, B.(1965)。Information Theory and Psycholinguistics。Scientific psychology。New York:Basic Books。  new window
 
 
 
 
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