قارن الطرق
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| تحليل انتشار الشبكة الموزون× | تحليل الشبكات الاجتماعية الموزونة× | |
|---|---|---|
| المجال | تحليل الشبكات | تحليل الشبكات |
| العائلة | Machine learning | Machine learning |
| سنة النشأة≠ | 2004 | 2004–2010 |
| صاحب الطريقة≠ | Barrat, A.; Newman, M. E. J. | Barrat, A.; Opsahl, T. et al. |
| النوع≠ | Network diffusion model | Network analysis framework |
| المصدر التأسيسي≠ | Barrat, A., Barthelemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗ | Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗ |
| الأسماء البديلة | WNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusion | Weighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysis |
| ذات صلة | 6 | 6 |
| الملخص≠ | Weighted Network Diffusion Analysis models how information, influence, disease, or resources spread through a network whose edges carry quantitative strength values. By letting tie weights govern transition probabilities, the method produces more realistic spreading dynamics than binary-edge diffusion, revealing which high-traffic pathways dominate propagation in social, biological, and information networks. | Weighted Social Network Analysis extends classical SNA by assigning numeric values — weights — to ties between actors, capturing tie strength, interaction frequency, or resource flow. Rather than treating all connections as equal, it reveals who holds privileged positions by virtue of the intensity, not merely the existence, of their relationships. |
| ScholarGateمجموعة البيانات ↗ |
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