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| Phân tích mạng lưới văn bản× | Phân tích phụ thuộc× | |
|---|---|---|
| Lĩnh vực | Khai phá văn bản | Khai phá văn bản |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | 2011 (Paranyushkin); 2005 (Diesner & Carley) | — |
| Người khởi xướng≠ | Dmitry Paranyushkin; Jana Diesner & Kathleen M. Carley | — |
| Loại≠ | Text-mining network method | NLP syntactic-analysis task |
| Công trình gốc≠ | Paranyushkin, D. (2011). Identifying the Pathways for Meaning Circulation Using Text Network Analysis. Nodus Labs. link ↗ | Nivre, J. (2005). Dependency Grammar and Dependency Parsing. MSI Report. link ↗ |
| Tên gọi khác | semantic network analysis, word co-occurrence network, Metin Ağ Analizi (Text Network Analysis) | syntactic dependency analysis, dependency tree parsing, Bağımlılık Ayrıştırma (Dependency Parsing) |
| Liên quan≠ | 4 | 3 |
| Tóm tắt≠ | Text network analysis models the words or concepts in a text as nodes and their co-occurrences as edges, then uses network metrics to reveal the structure of meaning. The approach was advanced by Diesner and Carley (2005) for communication networks and by Paranyushkin (2011) for tracing the pathways of meaning circulation in text. | Dependency parsing is a natural-language-processing task that reveals the syntactic dependency relations between the words of a sentence as a tree structure. Surveyed in the dependency-grammar tradition by Nivre (2005) and made fast and accurate with neural networks by Chen and Manning (2014), it is commonly used as a prerequisite step for information extraction and relation detection. |
| ScholarGateBộ dữ liệu ↗ |
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