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完全混合的人群网络中,一个没有阈值的传播过程,在小世界中表现出明显的相变。下图说明了<math>r_\infty</math>的渐近值作为重布线概率<math>p</math>的函数。
 
完全混合的人群网络中,一个没有阈值的传播过程,在小世界中表现出明显的相变。下图说明了<math>r_\infty</math>的渐近值作为重布线概率<math>p</math>的函数。
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=== Microscopic models ===
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=== 微观模型Microscopic models ===
 
The microscopic approaches attracted more attention in the individual's interaction: "who influenced whom."
 
The microscopic approaches attracted more attention in the individual's interaction: "who influenced whom."
The known models in this category are the [[independent cascades|information cascade]] and the linear threshold models,<ref>[1] D. Kempe, J. Kleinberg, É. Tardos, Maximizing the spread of influence through a social network, Proc. Ninth ACM SIGKDD Int. Conf. Knowl. Discov. Data Min. - KDD ’03. (2003) 137. doi:10.1145/956755.956769.</ref> the energy model,<ref>S. Han, F. Zhuang, Q. He, Z. Shi, X. Ao, Energy model for rumor propagation on social networks, Phys. A Stat. Mech. Its Appl. 394 (2014) 99–109. doi:10.1016/j.physa.2013.10.003.</ref> HISBmodel <ref>A.I.E. Hosni, K. Li, S. Ahmed, HISBmodel : A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks, in: Springer, 2018..</ref> and Galam's Model.<ref>S. Galam, Modelling rumors: The no plane Pentagon French hoax case, Phys. A Stat. Mech. Its Appl. 320 (2003) 571–580. doi:10.1016/S0378-4371(02)01582-0.</ref>
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The known models in this category are the [[independent cascades|information cascade]] and the linear threshold models<ref name=kempw>[1] D. Kempe, J. Kleinberg, É. Tardos, Maximizing the spread of influence through a social network, Proc. Ninth ACM SIGKDD Int. Conf. Knowl. Discov. Data Min. - KDD ’03. (2003) 137. doi:10.1145/956755.956769.</ref>, the energy model<ref name=han2014>S. Han, F. Zhuang, Q. He, Z. Shi, X. Ao, Energy model for rumor propagation on social networks, Phys. A Stat. Mech. Its Appl. 394 (2014) 99–109. doi:10.1016/j.physa.2013.10.003.</ref>, HISB model <ref>A.I.E. Hosni, K. Li, S. Ahmed, HISBmodel : A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks, in: Springer, 2018..</ref> and Galam's Model<ref name=galam>S. Galam, Modelling rumors: The no plane Pentagon French hoax case, Phys. A Stat. Mech. Its Appl. 320 (2003) 571–580. doi:10.1016/S0378-4371(02)01582-0.</ref>.
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The microscopic approaches attracted more attention in the individual's interaction: "who influenced whom."
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The known models in this category are the information cascade and the linear threshold models,[1] D. Kempe, J. Kleinberg, É. Tardos, Maximizing the spread of influence through a social network, Proc. Ninth ACM SIGKDD Int. Conf. Knowl. Discov. Data Min. - KDD ’03. (2003) 137. doi:10.1145/956755.956769. the energy model,S. Han, F. Zhuang, Q. He, Z. Shi, X. Ao, Energy model for rumor propagation on social networks, Phys. A Stat. Mech. Its Appl. 394 (2014) 99–109. doi:10.1016/j.physa.2013.10.003. HISBmodel A.I.E. Hosni, K. Li, S. Ahmed, HISBmodel : A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks, in: Springer, 2018.. and Galam's Model.S. Galam, Modelling rumors: The no plane Pentagon French hoax case, Phys. A Stat. Mech. Its Appl. 320 (2003) 571–580. doi:10.1016/S0378-4371(02)01582-0.
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= = = 微观模型 = = = 微观方法在个体的相互作用中吸引了更多的注意: “谁影响了谁”这一类中已知的模型是信息级联模型和线性阈值模型。通过社交网络最大化影响力的传播。第九届 ACM SIGKDD Int。机密文件。Knowl.迪斯科舞厅。资料分析。ー KDD’03。(2003)137. doi: 10.1145/956755.956769.能量模型 s。韩,庄峰峰,q。何志志,石,社交网络谣言传播的能量模型,体育。统计数据。机械。它的应用。394 (2014) 99–109.Doi: 10.1016/j.physa. 2013.10.003.他的型号 a。在线社交网络中基于人类个体和社会行为的谣言传播模型,收录于: Springer,2018。.和加拉姆的模型。无飞机五角大楼法国骗局案。统计数据。机械。它的应用。320 (2003) 571–580.Doi: 10.1016/S0378-4371(02)01582-0.
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==== Independent cascades models ====
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==== Independent cascades models ====
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微观方法在个体的相互作用中吸引了更多的注意力: “谁影响了谁”。这一类中,知名的模型有:[[independent cascades|信息级联模型information cascade]]和线性阈值模型<ref name=kempw>[1] D. Kempe, J. Kleinberg, É. Tardos, Maximizing the spread of influence through a social network, Proc. Ninth ACM SIGKDD Int. Conf. Knowl. Discov. Data Min. - KDD ’03. (2003) 137. doi:10.1145/956755.956769.</ref>,能量模型<ref name=han2014>S. Han, F. Zhuang, Q. He, Z. Shi, X. Ao, Energy model for rumor propagation on social networks, Phys. A Stat. Mech. Its Appl. 394 (2014) 99–109. doi:10.1016/j.physa.2013.10.003.</ref>, HISB模型<ref>A.I.E. Hosni, K. Li, S. Ahmed, HISBmodel : A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks, in: Springer, 2018..</ref>,以及格莱姆(Galam)模型<ref name=galam>S. Galam, Modelling rumors: The no plane Pentagon French hoax case, Phys. A Stat. Mech. Its Appl. 320 (2003) 571–580. doi:10.1016/S0378-4371(02)01582-0.</ref>。
    
= = = 独立级联模型 = = =  
 
= = = 独立级联模型 = = =  
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