Urban communications and social interactions through the lens of mobile phone data

被引:8
|
作者
Gaito S. [1 ]
Quadri C. [1 ]
Rossi G.P. [1 ]
Zignani M. [1 ]
机构
[1] Computer Science Department, University of Milan, Milan
来源
Zignani, Matteo (matteo.zignani@unimi.it) | 1600年 / Elsevier B.V.卷 / 01期
关键词
Clique; Mobile phone graph analysis; Multiplex networks; Strong and weak ties; Urban proximity;
D O I
10.1016/j.osnem.2017.04.003
中图分类号
学科分类号
摘要
The social network built on top of mobile phone data has drawn increasing attention in recent years, due to its being far more accurate than its online counterpart in mirroring people's offline sociality. In this paper, we leverage a large dataset of mobile Call Detail Records (CDRs), provided by one of the primary Italian operators, to build the multiplex social network given by call and text message activities of the operator's subscribers. By discussing the multiplex network characteristics – ranging from ego-networks, dyads and triads all the way to cliques – the paper offers a comprehensive and thorough overview of human sociality as carried on through mobile phone; in addition, it highlights the need to consider more than one communication media when aiming to understand people's sociality.Finally, by investigating on-phone cliques, we show people's inclination to gather in cohesive and restricted groups of close friends, thus providing strong ominous indicators of where many recent online social networks, namely Snapchat, WeChat and others, are leading. © 2017 Elsevier B.V.
引用
收藏
页码:70 / 81
页数:11
相关论文
共 50 条
  • [41] Weather Effects on Mobile Social Interactions: A Case Study of Mobile Phone Users in Lisbon, Portugal
    Phithakkitnukoon, Santi
    Leong, Tuck W.
    Smoreda, Zbigniew
    Olivier, Patrick
    PLOS ONE, 2012, 7 (10):
  • [42] Ultracompact optical zoom lens for mobile phone
    Matsusaka, Keiji
    Ozawa, Sou
    Yoshida, Ryuichi
    Yuasa, Tomoyuki
    Souma, Yoshihito
    DIGITAL PHOTOGRAPHY III, 2007, 6502
  • [43] Portraiture Lens Concept in a Mobile Phone Camera
    Sheil, Conor J.
    Goncharov, Alexander V.
    INTERNATIONAL OPTICAL DESIGN CONFERENCE 2017, 2017, 10590
  • [44] Data Science Through the Lens of Social Science
    Conway, Drew
    PROCEEDINGS OF THE 20TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'14), 2014, : 1520 - 1520
  • [45] Evaluation of Mobile Phone Signals in Urban Environment during a Large Social Event
    Pinter, G.
    Nadai, L.
    Bognar, G.
    Felde, I.
    2018 IEEE 12TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2018, : 247 - 250
  • [46] Predicting Social Networks and Psychological Outcomes Through Mobile Phone Sensing
    Yow, W. Quin
    Li, Xiaoqian
    Hung, Wan-Yu
    Goldring, Megan
    Cheng, Long
    Gu, Yu
    2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 3925 - 3931
  • [47] Payments through mobile phone
    Aziz, Quratulain
    Second International Conference on Emerging Technologies 2006, Proceedings, 2006, : 50 - 52
  • [48] Eavesdropping through mobile phone
    Lin, Yi-Bing
    Tsai, Meng-Hsun
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2007, 56 (06) : 3596 - 3600
  • [49] URBAN IDENTITY IN THE AGE OF THE MOBILE PHONE
    Barlas, Adnan
    Senturk, Meltem
    METU JOURNAL OF THE FACULTY OF ARCHITECTURE, 2011, 28 (01) : 109 - 129
  • [50] Social Network Generation and Friend Ranking Based on Mobile Phone Data
    Akbas, Mustafa Ilhan
    Avula, Raghu Nandan
    Bassiouni, Mostafa A.
    Turgut, Damla
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 1444 - 1448