Khóa luận Ranking in social network – Social rank

Contents Abstract . 1 Acknowledgement . 3 List of Figures. 5 Chapter 1. 6 Introduction to Social Network.6 1. Social network. 6 2. Network construction . 8 3. Network representation . 10 4. A brief introduction of graph theory. 12 5. Social network’s characteristics. 14 6. Social network analysis – SNA. 17 Chapter 2. 19 Ranking in social network – Socialrank.19 1. Introduction . 19 2. Ranking in social networks. 20 Chapter 3. 29 Ranking bloggers and Experiments .29 1. Background and Motivation. 29 2. Ranking bloggers by PageRank . 34 3. Experiment setup and Results. 35 Conclusion and Future works . 40 Biblography . 41

Contents

Abstract . 1

Acknowledgement . 3

List of Figures. 5

Chapter 1. 6

Introduction to Social Network.6

1. Social network. 6

2. Network construction . 8

3. Network representation . 10

4. A brief introduction of graph theory. 12

5. Social network’s characteristics. 14

6. Social network analysis – SNA. 17

Chapter 2. 19

Ranking in social network – Socialrank.19

1. Introduction . 19

2. Ranking in social networks. 20

Chapter 3. 29

Ranking bloggers and Experiments .29

1. Background and Motivation. 29

2. Ranking bloggers by PageRank . 34

3. Experiment setup and Results. 35

Conclusion and Future works . 40

Biblography . 41

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