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Returners and explorers dichotomy in human mobility.

Luca Pappalardo1,2,3,4, Filippo Simini4,5,6, Salvatore Rinzivillo1

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This summary is machine-generated.

Human mobility exhibits surprising predictability despite variable travel distances. This study identifies distinct "returner" and "explorer" groups, revealing their unique roles in spreading phenomena and social interactions.

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Area of Science:

  • Human mobility patterns
  • Complex systems science
  • Quantitative social science

Background:

  • Massive digital traces offer insights into human movement.
  • Studies show variable individual travel distances coexist with predictable locations.

Purpose of the Study:

  • Investigate the impact of recurrent mobility on characteristic travel distance.
  • Explain the coexistence of mobility variability and predictability.
  • Develop improved human mobility models.

Main Methods:

  • Analysis of mobile phone and GPS data.
  • Identification of distinct individual mobility classes.
  • Development of novel computational models.

Main Results:

  • Discovery of two distinct individual classes: returners and explorers.
  • Existing models fail to explain these distinct classes.
  • Returners and explorers have quantifiable, distinct roles in spreading phenomena.

Conclusions:

  • Recurrent mobility significantly impacts individual travel distances.
  • New models are needed to accurately represent human mobility.
  • Mobility patterns correlate with social interactions and influence spreading dynamics.