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词频分析法中高频词阈值界定方法适用性的实证分析

刘奕杉 王玉琳 李明鑫

数字图书馆论坛Issue(9):42-49,8.
数字图书馆论坛Issue(9):42-49,8.DOI:10.3772/j.issn.1673-2286.2017.09.007

词频分析法中高频词阈值界定方法适用性的实证分析

An Empirical Analysis for the Applicability of the Methods of Definition of High-Frequency Words in Word Frequency Analysis

刘奕杉 1王玉琳 1李明鑫1

作者信息

  • 1. 东北师范大学信息科学与技术学院,长春130117
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摘要

Abstract

Word frequency analysis method is one of the important analysis methods in bibliometrics, and the selection of high-frequency word is a necessary premise. It is to say that the selection of high-frequency word determines the results of word frequency analysis, impacts the whole analysis program. First, the paper cleared up the nearly three years papers in China by using word frequency analysis method for hot spots analysis, and found four common classes selections of high-frequency word methods mainly include:the author set the selection method, Donohue's formula selection, price formula selection and mixed selection. Secondly, we use the literature of personal knowledge management as the research object, and calculate the frond three kinds of high frequency words selections respectively, and compare the results with clustering analysis, then we discuss the effect and applicability of high-frequency word threshold selection on the analysis results. At last, the paper pointed out that there were some problems, such as the subjective is high, principle is unclear, improved methods' principle is unclear, the Donohue's formula and price formula's applicability are stil unsure, in the study of high-frequency word threshold selection in our country.

关键词

高频词/文献计量学/词频分析

Key words

High-Frequency Word/Bibliometrics/Word Frequency Analysis

分类

社会科学

引用本文复制引用

刘奕杉,王玉琳,李明鑫..词频分析法中高频词阈值界定方法适用性的实证分析[J].数字图书馆论坛,2017,(9):42-49,8.

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