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논문검색

Big Data Analytics of Multi-Relationship Online Social Network Based on Multi-Subnet Composited Complex Network

초록

영어

Online social networks such as Twitter and Facebook are becoming popular form of social information networks. There are frequently many kinds of relationships in an online social network. Complex Network acting as one kind of big data technologies is often used to analyze users' social activities. By studying the Douban network, which is a representative multi-relationship online social network in China, big data of friendship relationship and book comments similar relationship are crawled through network topology measurement software, from the perspective of topological characteristics of complex network, the basic topologies of the two relationship networks constructed individually by the two relationships are analyzed. Based on these, a multi-relationship online social network based on Multi-subnet Composited Complex Network Model is constructed through loading book comments similar relationship subnet to follower relationship subnet, and accurate understanding of topologies of Douban multi-relationship network is obtained. These findings provide a deep understanding on the evolution of multi-relationship online social network, and can provide guidelines on how to build an efficient multi-relationship online social network evolution model.

목차

Abstract
 1. Introduction
 2. Topological Characteristics of Complex Network
 3. Empirical Analysis of Douban Users Friendship Relationship Network
 4. Empirical Analysis of Douban Book Comments Similar Relationship Network
 5. Empirical Analysis of Douban User Multi-Relationship Network
 6. Conclusion
 Acknowledgement
 References

저자정보

  • Gengxin Sun International College of Qingdao University, Qingdao, China
  • Sheng Bin Software Technical College of Qingdao University, Qingdao, China
  • Yixin Zhou International College of Qingdao University, Qingdao, China

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