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| Phân tích khả năng đọc× | TF-IDF× | |
|---|---|---|
| Lĩnh vực | Khai phá văn bản | Khai phá văn bản |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | 1975 | 1988 |
| Người khởi xướng≠ | J. Peter Kincaid et al. | Salton & Buckley |
| Loại≠ | Text-mining readability scoring task | Text vectorization / term-weighting scheme |
| Công trình gốc≠ | Kincaid, J.P., Fishburne, R.P., Rogers, R.L. & Chissom, B.S. (1975). Derivation of New Readability Formulas for Navy Enlisted Personnel. Naval Technical Training Command. link ↗ | Salton, G. & Buckley, C. (1988). Term-weighting approaches in automatic text retrieval. Information Processing & Management, 24(5), 513-523. DOI ↗ |
| Tên gọi khác≠ | readability scoring, readability formulas, Flesch-Kincaid analysis, Okunabilirlik Analizi | term weighting, tf-idf weighting, TF-IDF Vektörizasyonu |
| Liên quan | 3 | 3 |
| Tóm tắt≠ | Readability analysis measures how well a text suits its intended audience by applying established readability formulas such as Flesch-Kincaid and Gunning Fog. The modern formula family was derived by Kincaid and colleagues in 1975, and it turns prose into a single score or target reading-grade level that signals how easy the text is to read. | 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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