השוואת שיטות

	ניתוח רשתות טקסט	ניתוח תלויות
תחום	כריית טקסט	כריית טקסט
משפחה	Process / pipeline	Process / pipeline
שנת המקור	2011 (Paranyushkin); 2005 (Diesner & Carley)	—
הוגה השיטה	Dmitry Paranyushkin; Jana Diesner & Kathleen M. Carley	—
סוג	Text-mining network method	NLP syntactic-analysis task
מקור מכונן	Paranyushkin, D. (2011). Identifying the Pathways for Meaning Circulation Using Text Network Analysis. Nodus Labs.	Nivre, J. (2005). Dependency Grammar and Dependency Parsing. MSI Report.
כינויים	semantic network analysis, word co-occurrence network, Metin Ağ Analizi (Text Network Analysis)	syntactic dependency analysis, dependency tree parsing, Bağımlılık Ayrıştırma (Dependency Parsing)
קשורות	4	3
תקציר	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.