Unified underpinning of human mobility in the real world and cyberspace

Yi-Ming Zhao, An Zeng, Xiao-Yong Yan, Wen-Xu Wang, Ying-Cheng Lai

Research output: Contribution to journalArticle

13 Citations (Scopus)
4 Downloads (Pure)

Abstract

Human movements in the real world and in cyberspace affect not only dynamical processes such as epidemic spreading and information diffusion but also social and economical activities such as urban planning and personalized recommendation in online shopping. Despite recent efforts in characterizing and modeling human behaviors in both the real and cyber worlds, the fundamental dynamics underlying human mobility have not been well understood. We develop a minimal, memory-based random walk model in limited space for reproducing, with a single parameter, the key statistical behaviors characterizing human movements in both cases. The model is validated using relatively big data from mobile phone and online commerce, suggesting memory-based random walk dynamics as the unified underpinning for human mobility, regardless of whether it occurs in the real world or in cyberspace.
Original languageEnglish
Article number053025
Pages (from-to)1-8
Number of pages8
JournalNew Journal of Physics
Volume18
DOIs
Publication statusPublished - 16 May 2016

Keywords

  • human mobility
  • scaling law
  • memory-based random walk

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