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Lexical Diversity×TF-IDF×
OborDolování textuDolování textu
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1988
TvůrceSalton & Buckley
TypText quantification / lexical richness measurementText vectorization / term-weighting scheme
Původní zdrojMcCarthy, P. M. & Jarvis, S. (2010). MTLD, vocd-D, and HD-D: A validation study of sophisticated approaches to lexical diversity assessment. Behavior Research Methods, 42(2), 381-392. DOI ↗Salton, G. & Buckley, C. (1988). Term-weighting approaches in automatic text retrieval. Information Processing & Management, 24(5), 513-523. DOI ↗
Další názvylexical richness, vocabulary richness, Sözcüksel Çeşitlilik Analiziterm weighting, tf-idf weighting, TF-IDF Vektörizasyonu
Příbuzné33
ShrnutíLexical diversity analysis quantifies how varied the vocabulary of a text is — how rich an author's word choice is — using measures such as the type-token ratio (TTR), MTLD, vocd-D, and Yule's K. The MTLD and vocd-D measures were validated by McCarthy and Jarvis (2010), building on earlier work by Tweedie and Baayen (1998) on the stability of lexical-richness measures.TF-IDF, introduced by Salton and Buckley (1988), is a term-weighting scheme that scores each word in a document by how often it appears there and how rare it is across the whole collection. It turns raw text into weighted document vectors, giving high weight to terms that are frequent in one document but uncommon elsewhere.
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ScholarGatePorovnat metody: Lexical Diversity · TF-IDF. Získáno 2026-06-18 z https://scholargate.app/cs/compare