Recent Advances in Information Diffusion and Influence Maximization of Complex Social Networks
نویسندگان
چکیده
1.1 Abstract . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.2 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.3 Social Influence And Influence Maximization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.4 Information Diffusion Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.4.1 Threshold Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.4.1.1 Linear Threshold Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 1.4.1.2 The Majority Threshold Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 1.4.1.3 The Small Threshold Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 1.4.1.4 The Unanimous Threshold Model . . . . . . . . . . . . . . . . . . . . . . . . . 10 Other Extensions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 1.4.2 Cascading Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
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