Spatio-Temporal Footprints

被引:1
|
作者
Guesgen, Hans W. [1 ]
Marsland, Stephen [2 ,3 ]
机构
[1] Massey Univ, Sch Engn & Adv Technol, Comp Sci, Palmerston North, New Zealand
[2] Massey Univ, Comp Sci, Palmerston North, New Zealand
[3] Massey Univ, Sch Engn & Adv Technol, Palmerston North, New Zealand
关键词
Abnormality Detection; Behaviour Recognition; Space-Time Invariants Spatio-Temporal Reasoning;
D O I
10.4018/jaci.2010010104
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The recognition of human behaviour from sensor observations is an important area of research in smart homes and ambient intelligence. In this article, we introduce the idea of spatio-temporal footprints, which are local patterns in space and time that should be similar across repeated occurrences of the same behaviour. We discuss the spatial and temporal mapping requirements of these footprints, together with how they may be used.
引用
下载
收藏
页码:52 / 58
页数:7
相关论文
共 50 条
  • [21] A flexible spatio-temporal model for air pollution with spatial and spatio-temporal covariates
    Johan Lindström
    Adam A. Szpiro
    Paul D. Sampson
    Assaf P. Oron
    Mark Richards
    Tim V. Larson
    Lianne Sheppard
    Environmental and Ecological Statistics, 2014, 21 : 411 - 433
  • [22] A Spatio-Temporal Linked Data Representation for Modeling Spatio-Temporal Dialect Data
    Scholz, Johannes
    Hrastnig, Emanual
    Wandl-Vogt, Eveline
    PROCEEDINGS OF WORKSHOPS AND POSTERS AT THE 13TH INTERNATIONAL CONFERENCE ON SPATIAL INFORMATION THEORY (COSIT 2017), 2018, : 275 - 282
  • [23] STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data
    Christensen, Robert
    Wang, Lu
    Li, Feifei
    Yi, Ke
    Tang, Jun
    Villa, Natalee
    SIGMOD'15: PROCEEDINGS OF THE 2015 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2015, : 1111 - 1116
  • [24] TEMPORAL PARTS AND SPATIO-TEMPORAL ANALOGIES
    MEILAND, JW
    AMERICAN PHILOSOPHICAL QUARTERLY, 1966, 3 (01) : 64 - 70
  • [25] Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns
    George, Betsy
    Kang, James M.
    Shekhar, Shashi
    INTELLIGENT DATA ANALYSIS, 2009, 13 (03) : 457 - 475
  • [26] Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics
    Janeja V.P.
    Gangopadhyay A.
    Mohammadi S.
    Palanisamy R.
    Statistical Analysis and Data Mining, 2011, 4 (03): : 276 - 300
  • [27] Detecting spatio-temporal hotspots of scarlet fever in Taiwan with spatio-temporal Gi* statistic
    Tang, Jia-Hong
    Tseng, Tzu-Jung
    Chan, Ta-Chien
    PLOS ONE, 2019, 14 (04):
  • [28] SPATIO-TEMPORAL VISUAL RECEPTIVE-FIELDS AS REVEALED BY SPATIO-TEMPORAL RANDOM NOISE
    HIDA, E
    NAKA, K
    ZEITSCHRIFT FUR NATURFORSCHUNG C-A JOURNAL OF BIOSCIENCES, 1982, 37 (10): : 1048 - 1049
  • [29] Spatio-temporal geographical entity and a self-contained frame of spatio-temporal queries
    Wang, XD
    Mao, QZ
    Gong, JW
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 1959 - 1961
  • [30] Compressing spatio-temporal trajectories
    Gudmundsson, Joachim
    Katajainen, Jyrki
    Merrick, Damian
    Ong, Cahya
    Wolle, Thomas
    ALGORITHMS AND COMPUTATION, 2007, 4835 : 763 - +