Reality mining: sensing complex social systems

被引:1430
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 26 条
  • [1] Implementing a sentient computing system
    Addlesee, M
    Curwen, R
    Hodges, S
    Newman, J
    Steggles, P
    Ward, A
    Hopper, A
    [J]. COMPUTER, 2001, 34 (08) : 50 - +
  • [2] [Anonymous], WORKSH BENCHM DAT CO
  • [3] Using GPS to learn significant locations and predict movement across multiple users
    Ashbrook, Daniel
    Starner, Thad
    [J]. PERSONAL AND UBIQUITOUS COMPUTING, 2003, 7 (05) : 275 - 286
  • [4] TRACKING MOBILE USERS IN WIRELESS COMMUNICATIONS NETWORKS
    BARNOY, A
    KESSLER, I
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (06) : 1877 - 1886
  • [5] BHATTACHARYA A, 1999, P INT C MOB COMP NET
  • [6] Choudhury T. K., 2004, Sensing and modeling human networks
  • [7] COX D, 2000, LECT NOTE COMPUT SCI, V2864, P264
  • [8] Social serendipity: Mobilizing social software
    Eagle, N
    Pentland, A
    [J]. IEEE PERVASIVE COMPUTING, 2005, 4 (02) : 28 - 34
  • [9] Time series segmentation for context recognition in mobile devices
    Himberg, J
    Korpiaho, K
    Mannila, H
    Tikanmäki, J
    Toivonen, HTT
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2001, : 203 - 210
  • [10] HOMQUIST LE, 1999, J PERS TECHNOL, V3