ScholarGate
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Process / pipeline

共现分析 — 词语共现

共现分析是一种文本挖掘技术,它统计在给定窗口或句子中同时出现的词对,并利用它们的频率揭示语义图谱和主题结构。它基于J.R. Firth在1957年阐述的分布原则——一个词的特征由其伴随词决定。

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来源

  1. Firth, J.R. (1957). A Synopsis of Linguistic Theory. Studies in Linguistic Analysis. Oxford: Blackwell. link
  2. Turney, P.D. & Pantel, P. (2010). From Frequency to Meaning: Vector Space Models of Semantics. Journal of Artificial Intelligence Research, 37, 141-188. DOI: 10.1613/jair.2934

如何引用本页

ScholarGate. (2026, June 1). Word Co-occurrence Analysis. ScholarGate. https://scholargate.app/zh/text-mining/co-occurrence-analysis

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

Compare side by side
ScholarGateCo-occurrence Analysis (Word Co-occurrence Analysis). 于 2026-06-15 检索自 https://scholargate.app/zh/text-mining/co-occurrence-analysis · 数据集: https://doi.org/10.5281/zenodo.20539026