Reality mining: sensing complex social systems

被引:1418
|
作者
Eagle, Nathan [1 ]
Pentland, Alex [1 ]
机构
[1] MIT, Media Lab, Cambridge, MA 02139 USA
关键词
mobile phones; bluetooth; complex social systems; wearable computing; user modeling;
D O I
10.1007/s00779-005-0046-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce a system for sensing complex social systems with data collected from 100 mobile phones over the course of 9 months. We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patterns in daily user activity, infer relationships, identify socially significant locations, and model organizational rhythms.
引用
收藏
页码:255 / 268
页数:14
相关论文
共 50 条
  • [1] Reality mining: sensing complex social systems
    Nathan Eagle
    Alex (Sandy) Pentland
    Personal and Ubiquitous Computing, 2006, 10 : 255 - 268
  • [2] Reality mining of animal social systems
    Krause, Jens
    Krause, Stefan
    Arlinghaus, Robert
    Psorakis, Ioannis
    Roberts, Stephen
    Rutz, Christian
    TRENDS IN ECOLOGY & EVOLUTION, 2013, 28 (09) : 541 - 551
  • [3] Toward Sustainability of Complex Urban Systems through Techno-Social Reality Mining
    Trantopoulos, Konstantinos
    Schlaepfer, Markus
    Helbing, Dirk
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (15) : 6231 - 6232
  • [4] Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence
    Alshamsi, Aamena
    Pianesi, Fabio
    Lepri, Bruno
    Pentland, Alex
    Rahwan, Iyad
    PLOS ONE, 2015, 10 (08):
  • [5] Opportunities for Sensing Systems in Mining
    Kiziroglou, Michail E.
    Boyle, David E.
    Yeatman, Eric M.
    Cilliers, Jan J.
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (01) : 278 - 286
  • [6] Reality Mining based on Social Network Analysis
    More, Jyoti Sunil
    Lingam, Chelpa
    2015 INTERNATIONAL CONFERENCE ON COMMUNICATION, INFORMATION & COMPUTING TECHNOLOGY (ICCICT), 2015,
  • [7] Plant sugar sensing and signaling - a complex reality
    Moore, BD
    Sheen, J
    TRENDS IN PLANT SCIENCE, 1999, 4 (07) : 250 - 250
  • [8] Breaking into the Social Nervous System: Architecture for Reality Mining
    Vashisth, Deepak Kumar
    Sharma, Himanshu
    PROCEEDINGS OF THE FOURTH IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC 2014), 2014, : 706 - 710
  • [9] Revamp Social Neural Network Application of Reality Mining
    Vashisth, Deepak Kumar
    Sharma, Himanshu
    Jyoti
    2015 IEEE CONFERENCE ON OPEN SYSTEMS (ICOS), 2015, : 74 - 78
  • [10] Breaking Into Social Nervous System Architecture for Reality Mining
    Vashisth, Deepak Kr
    2014 IEEE CANADA INTERNATIONAL HUMANITARIAN TECHNOLOGY CONFERENCE (IHTC), 2014,