Proceedings of the 3rd International Conference on Mechatronics and Industrial Informatics

An improved PageRank algorithm for Social Network User’s Influence research

Authors
Peng Wang, Xue Bo, Huamin Yang, Shuangzi Sun, Songjiang Li
Corresponding Author
Peng Wang
Available Online October 2015.
DOI
https://doi.org/10.2991/icmii-15.2015.93How to use a DOI?
Keywords
Social network; PageRank algorithm; User’s influence; Forwarding rate; Activity degree
Abstract

In social networks, Micro Blog has become the most widely used social networking platform. Mining valuable customers is particularly important in the large-scale micro-blog user group, and the influence of the user become the main measure to estimate the user's value. Based on the similarity of micro-blog user groups and Internet node characteristics in structure, this paper proposed an improved PageRank algorithm by user forwarding rate and activity degree estimate the user’s influence. Experiment results show that the improved algorithm has good convergence and the influence of the micro blog users can estimate effectively and objectively.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 3rd International Conference on Mechatronics and Industrial Informatics
Series
Advances in Computer Science Research
Publication Date
October 2015
ISBN
978-94-6252-131-5
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmii-15.2015.93How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Peng Wang
AU  - Xue Bo
AU  - Huamin Yang
AU  - Shuangzi Sun
AU  - Songjiang Li
PY  - 2015/10
DA  - 2015/10
TI  - An improved PageRank algorithm for Social Network User’s Influence research
BT  - Proceedings of the 3rd International Conference on Mechatronics and Industrial Informatics
PB  - Atlantis Press
SP  - 542
EP  - 547
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmii-15.2015.93
DO  - https://doi.org/10.2991/icmii-15.2015.93
ID  - Wang2015/10
ER  -