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Ekstrakcija ključnih reči×TF-IDF×Tematska analiza×
OblastRudarenje tekstaRudarenje tekstaKvalitativno istraživanje
PorodicaProcess / pipelineProcess / pipelineProcess / pipeline
Godina nastanka19882006
TvoracSalton & BuckleyVirginia Braun and Victoria Clarke
TipNLP text-mining taskText vectorization / term-weighting schemeMethod
Temeljni izvorMihalcea, R. & Tarau, P. (2004). TextRank: Bringing Order into Texts. EMNLP, 404-411. link ↗Salton, G. & Buckley, C. (1988). Term-weighting approaches in automatic text retrieval. Information Processing & Management, 24(5), 513-523. DOI ↗Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. DOI ↗
Drugi nazivikeyphrase extraction, key term extraction, Anahtar Kelime Çıkarma (Keyword Extraction)term weighting, tf-idf weighting, TF-IDF VektörizasyonuTA, Reflexive Thematic Analysis
Srodne433
SažetakKeyword extraction is a natural-language-processing task that automatically identifies the words or phrases that best represent the content of a document. It turns a body of free text into a compact, ranked list of key terms, drawing on statistical, graph-based methods such as TextRank (Mihalcea & Tarau, 2004), or embedding-based methods such as KeyBERT (Grootendorst, 2020).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.Thematic Analysis (TA) is a qualitative research methodology for identifying, analyzing, and reporting patterns (themes) in qualitative data. Developed systematically by Virginia Braun and Victoria Clarke (2006), TA is flexible and accessible, applicable across diverse theoretical frameworks and data types, making it one of the most widely used qualitative methods in psychology, health research, and social sciences.
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ScholarGateUporedite metode: Keyword Extraction · TF-IDF · Thematic Analysis. Preuzeto 2026-06-19 sa https://scholargate.app/sr/compare