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Author:

Wang, Zhenbao (Wang, Zhenbao.) | Wang, Yuxin (Wang, Yuxin.) | Ma, Jinming (Ma, Jinming.) | Li, Wenya (Li, Wenya.) | Chen, Ning (Chen, Ning.) | Zhu, Xuzhen (Zhu, Xuzhen.)

Indexed by:

EI Scopus SCIE

Abstract:

With the development of network technology, link prediction based on topological similarity has made remarkable achievements. Among all findings, however, researchers lay more emphasis on the information of paths between unlinked nodes, but less on that of endpoints. After extensive research, we find that the endpoint which possesses large and extensive maximum connected subgraph is more likely to attract other endpoints. And we can also find that endpoint which has both big degree and H-index possesses large and extensive maximum connected subgraph. So, in this paper, we propose a model based on weighted synthetical endpoint influence of degree and H-index and make extensive experiments on twelve real benchmark datasets. The results show that weighted synthetical influence performs better in accurate link prediction. (C) 2019 Published by Elsevier B.V.

Keyword:

Weighted synthetical endpoint influence Link prediction Degree Complex networks H-index

Author Community:

  • [ 1 ] [Wang, Zhenbao]Hebei Univ Engn, Sch Architecture & Art, Handan 056038, Peoples R China
  • [ 2 ] [Wang, Yuxin]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 3 ] [Ma, Jinming]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 4 ] [Li, Wenya]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 5 ] [Zhu, Xuzhen]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 6 ] [Chen, Ning]Beijing Univ Technol, Sch Urban Transportat, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Ma, Jinming]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China

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Source :

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

ISSN: 0378-4371

Year: 2019

Volume: 527

3 . 3 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:123

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 6

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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