Machine learningNetwork science
Directed Two-Mode Network Analysis
Directed two-mode network analysis studies bipartite graphs in which nodes belong to two distinct sets — such as actors and events, authors and papers, or firms and markets — and edges carry a direction, capturing asymmetric relationships like citation, referral, or endorsement. Combining the duality of two-mode structure with directed tie semantics reveals flow patterns and influence asymmetries that undirected or single-mode analyses would miss.
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Sources
- Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications (Ch. 8). Cambridge University Press. ISBN: 978-0-521-38707-1
- Borgatti, S. P. & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243-269. DOI: 10.1016/S0378-8733(96)00301-2 ↗