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Reality mining: Digging the impact of friendship and location on crowd behavior

  • Yuanfang Chen
  • , Antonio M. Ortiz
  • , Noel Crespi
  • , Lei Shu
  • , Lin Lv
  • Institut Mines-Télécom
  • Guangdong University of Petrochemical Technology
  • Dalian University of Technology

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2 Citations (Scopus)

Résumé

Crowd behavior of human deserves to be studied since it is common that people are influenced and change their behavior when being in a group. In pervasive computing research, an amount of work has been directed towards discovering human movement patterns based on wireless networks, mainly focusing on movements of individuals. It is surprising that social interaction among individuals in a crowd is largely neglected. Mobile phones offer on-body tracking and they are already deployed on a large scale, allowing the characterization of user behav- ior through large amounts of wireless information collected by mobile phones. In this paper, we observe and analyze the impact of friendship and location attributes on crowd behavior, using location-based wire- less mobility information. This is a cornerstone for predicting crowd behavior, which can be used in a large number of applications such as crowdsourcing-based technology, traffic management, crowd safety, and infrastructure deployment.

langue originaleAnglais
titreMobile and Ubiquitous Systems
Sous-titreComputing, Networking, and Services - 10th International Conference, MOBIQUITOUS 2013, Revised Selected Papers
rédacteurs en chefIvan Stojmenovic, Zixue Cheng, Song Guo
EditeurSpringer Verlag
Pages142-154
Nombre de pages13
ISBN (Electronique)9783319115689
Les DOIs
étatPublié - 1 janv. 2014
Modification externeOui
Evénement10th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2013 - Tokyo, Japon
Durée: 2 déc. 20134 déc. 2013

Série de publications

NomLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume131
ISSN (imprimé)1867-8211

Une conférence

Une conférence10th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MOBIQUITOUS 2013
Pays/TerritoireJapon
La villeTokyo
période2/12/134/12/13

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