Σύγκριση μεθόδων

	Ανάλυση Δικτύων Κειμένου	Ανάλυση Εξαρτήσεων
Πεδίο	Εξόρυξη Κειμένου	Εξόρυξη Κειμένου
Οικογένεια	Process / pipeline	Process / pipeline
Έτος προέλευσης	2011 (Paranyushkin); 2005 (Diesner & Carley)	—
Δημιουργός	Dmitry Paranyushkin; Jana Diesner & Kathleen M. Carley	—
Τύπος	Text-mining network method	NLP syntactic-analysis task
Θεμελιώδης πηγή	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.
Εναλλακτικές ονομασίες	semantic network analysis, word co-occurrence network, Metin Ağ Analizi (Text Network Analysis)	syntactic dependency analysis, dependency tree parsing, Bağımlılık Ayrıştırma (Dependency Parsing)
Συναφείς	4	3
Σύνοψη	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.