题目:Statistical Mechanics of Social Tagging Networks: Structure, Dynamics and Function 目录: Abstract v Resumé vi Publications vii Acknowledgments ix 1 Introduction 1.1 Characteristics of Complex Networks 1.1.1 Small-World Property 1.1.2 Scale-Free Property 1.1.3 Community Structures 1.2 Emergence and Structures of Social Tagging Networks 1.2.1 The Origin of Semiotic Classification 1.2.2 From Tags to Folksonomy: Framework of Concept 1.2.3 How Folksonomy Works: Online Applications 1.2.4 From Graph to Hypergraph: A New Structure 2 Dynamics and Models of Social Tagging Networks 2.1 Semiotic Dynamics and Linguistic Evolution 2.1.1 Methods 2.1.2 Results 2.1.3 Conclusions 2.2 Self-Organization in Social Tagging Systems 2.2.1 Model 2.2.2 Results 2.2.3 Conclusions 2.3 Evolutionary Hypergraph Model 2.3.1 Model 2.3.2 Results 2.3.3 Conclusions 2.4 Conclusions and Outlook 3 Function & Applications of Social Tagging 3.1 Evaluation Metrics 3.1.1 Metrics of Accuracy 3.1.2 Metrics of Diversity 3.2 Tag-Aware Recommendation Models 3.2.1 Network-based Models 3.2.2 Tensor-based Models 3.2.3 Topic-based Models . 3.3 Conclusions and Outlook 4 Discussions and Prospectives Curriculum Vitae Declaration of originality