The possibility of understanding the dynamics of human mobility and sociality creates the opportunity to re-design the way data are collected by exploiting the crowd. We survey the last decade of experimentation and research in the field of mobile CrowdSensing, a paradigm centred on users’ devices as the primary source for collecting data from urban areas. To this purpose, we report the methodologies aimed at building information about users’ mobility and sociality in the form of ties among users and communities of users. We present two methodologies to identify communities: spatial and co-location-based. We also discuss some perspectives about the future of mobile CrowdSensing and its impact on four investigation areas: contact tracing, edge-based MCS architectures, digitalization in Industry 5.0 and community detection algorithms.

How mobility and sociality reshape the context: A decade of experience in mobile crowdsensing / Girolami M.; Belli D.; Chessa S.; Foschini L.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 21:19(2021), pp. 6397.1-6397.19. [10.3390/s21196397]

How mobility and sociality reshape the context: A decade of experience in mobile crowdsensing

Foschini L.
2021

Abstract

The possibility of understanding the dynamics of human mobility and sociality creates the opportunity to re-design the way data are collected by exploiting the crowd. We survey the last decade of experimentation and research in the field of mobile CrowdSensing, a paradigm centred on users’ devices as the primary source for collecting data from urban areas. To this purpose, we report the methodologies aimed at building information about users’ mobility and sociality in the form of ties among users and communities of users. We present two methodologies to identify communities: spatial and co-location-based. We also discuss some perspectives about the future of mobile CrowdSensing and its impact on four investigation areas: contact tracing, edge-based MCS architectures, digitalization in Industry 5.0 and community detection algorithms.
2021
How mobility and sociality reshape the context: A decade of experience in mobile crowdsensing / Girolami M.; Belli D.; Chessa S.; Foschini L.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 21:19(2021), pp. 6397.1-6397.19. [10.3390/s21196397]
Girolami M.; Belli D.; Chessa S.; Foschini L.
File in questo prodotto:
File Dimensione Formato  
sensors-21-06397.pdf

accesso aperto

Tipo: Versione (PDF) editoriale
Licenza: Licenza per Accesso Aperto. Creative Commons Attribuzione (CCBY)
Dimensione 3.15 MB
Formato Adobe PDF
3.15 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/871153
Citazioni
  • ???jsp.display-item.citation.pmc??? 0
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 2
social impact