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| 다층 사회 연결망 분석× | 이중 모드 네트워크 분석× | |
|---|---|---|
| 분야 | 네트워크 분석 | 네트워크 분석 |
| 계열 | Machine learning | Machine learning |
| 기원 연도≠ | 2014 | 1974 |
| 창시자≠ | Kivela, M.; Boccaletti, S. et al. | Breiger, R. L. |
| 유형≠ | Structural network analysis framework | Bipartite graph analysis |
| 원전≠ | Kivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗ | Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53(2), 181–190. DOI ↗ |
| 별칭 | MSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis | bipartite network analysis, affiliation network analysis, two-mode SNA, dual-projection network analysis |
| 관련≠ | 6 | 5 |
| 요약≠ | Multilayer social network analysis extends classical single-layer network methods to settings where actors are connected through multiple, distinct types of ties — such as friendship, professional collaboration, and online interaction — simultaneously. By modeling each type of relationship as a separate layer and explicitly representing connections across layers, it captures structural complexity that a single aggregated network would hide. | Two-mode network analysis examines networks built from two distinct types of nodes — such as actors and events, authors and papers, or companies and board members — connected only across types. By analysing this bipartite structure directly or projecting it onto one-mode networks, researchers uncover affiliation patterns, shared memberships, and structural duality that are invisible in standard one-mode social network analysis. |
| ScholarGate데이터셋 ↗ |
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