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Author:

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

Indexed by:

Scopus SCIE

Abstract:

Link prediction based on traditional models have attracted many interests recently. Among all models, the ones based on topological similarity have achieved great success. However, researchers pay more attention to links, but less to endpoint influence. After profound investigation, we find that the synthesis of degree and H-index plays an important role in modeling endpoint influence. So, in this paper, we propose link prediction models based on weighted synthetical influence, exploring the role of H-index and degree in endpoint influence measurement. Experiments on 12 real-world networks show that the proposed models can provide higher accuracy.

Keyword:

node degree Link prediction H-index weighted synthetical influence

Author Community:

  • [ 1 ] [Zhu, Shu Shan]Beijing Inst Technol, Sch Mech & Vehicle Engn, Beijing 10081, Peoples R China
  • [ 2 ] [Zhu, Shu Shan]Beijing Informat Sci & Technol Univ, Sch Informat & Commun Engn, Beijing 100101, Peoples R China
  • [ 3 ] [Li, Wenya]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 4 ] [Zhu, Xuzhen]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 5 ] [Wang, Yuxin]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 6 ] [Ma, Jinming]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 7 ] [Chen, Ning]Beijing Univ Technol, Beijing 100022, 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 :

INTERNATIONAL JOURNAL OF MODERN PHYSICS B

ISSN: 0217-9792

Year: 2020

Issue: 31

Volume: 34

1 . 7 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:100

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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