方法对比
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| 多层网络分析× | 个人网络分析× | |
|---|---|---|
| 领域 | 网络分析 | 网络分析 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 2013–2014 (formal mathematical framework) | 1992 (Burt); foundational measurement formalised by Marsden 2002 |
| 提出者≠ | Kivelä et al. (2014); De Domenico et al. (2013) | Ronald S. Burt (structural holes framework); Peter V. Marsden (egocentric measures) |
| 类型≠ | Graph-theoretic network model | Descriptive / relational network analysis |
| 开创性文献≠ | Kivelä, M. et al. (2014). Multilayer Networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗ | Burt, R.S. (1992). Structural Holes: The Social Structure of Competition. Harvard University Press. ISBN: 9780674843714 |
| 别名 | multiplex network analysis, multiplex networks, Çok Katmanlı Ağ Analizi (Multiplex Networks) | personal network analysis, egocentric network analysis, Ego Ağı Analizi (Personal Network Analysis) |
| 相关 | 6 | 6 |
| 摘要≠ | Multilayer network analysis is a graph-theoretic framework, formalised by Kivelä et al. (2014) and De Domenico et al. (2013), that represents the same set of nodes simultaneously across multiple relationship layers. Where a single-layer network collapses all relationships into one graph, the multilayer model preserves the distinct relational context of each layer — social platform, biological interaction type, or infrastructure tier — while also modelling how layers couple with each other through interlayer edges. | Ego network analysis examines the personal network of a focal individual — the ego — by mapping their direct contacts (alters) and the ties those contacts share with one another. Formalised through Ronald Burt's structural holes framework (1992) and Marsden's egocentric measurement approach (2002), the method produces ego-level indicators such as network size, density, constraint, and brokerage role that reveal how each individual's social position shapes their access to information, resources, and influence. |
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