Visual Analytics for Detecting Behaviour Patterns in Geo-Temporal Data

被引:0
|
作者
Hundt, Michael [1 ]
Siirak, Natascha M. [1 ]
Wildner, Manuel [1 ]
机构
[1] Univ Konstanz, Constance, Germany
关键词
H.1.2 [User/Machine Systems]: Human information processing; H.2.8 [Database Applications]: Data Mining-Spatial databases and GIS; H.3.3 [Information Search and Retrieval]: Information filtering; VISUALIZATION; DESIGN;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Today raw data get more complex and are obtained from different sources. In this paper, the data sources evaluated are GPS tracks of thirty five cards and purchase records of fifty four persons over a time span of two weeks. Additionally, a map and more background information has been provided. Visual Analytics is indispensable for event-and pattern-recognition and the understanding of as well as getting a sense for spatial properties. This paper describes a journey from dealing with geo-temporal data over creating a data foundation for further means to an exploration tool that enables every user to access the data in an interactive, fast and non-exhausting way.
引用
收藏
页码:355 / 356
页数:2
相关论文
共 50 条
  • [31] Building better agents: Geo-temporal tracking and analysis of tourist behavior
    O'Connor, A
    Zerger, A
    Itami, B
    MODSIM 2003: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION, VOLS 1-4: VOL 1: NATURAL SYSTEMS, PT 1; VOL 2: NATURAL SYSTEMS, PT 2; VOL 3: SOCIO-ECONOMIC SYSTEMS; VOL 4: GENERAL SYSTEMS, 2003, : 1148 - 1153
  • [32] User Interface for a Geo-Temporal Search Service Using DIGMAP Components
    Machado, Jorge
    Pedrosa, Gilberto
    Freire, Nuno
    Martins, Bruno
    Manguinhas, Hugo
    RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES, PROCEEDINGS, 2009, 5714 : 483 - 486
  • [33] Incremental statistical geo-temporal structuring of a personal camera phone image collection
    Pigeau, A
    Gelgon, M
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, 2004, : 878 - 881
  • [34] Geo-temporal patterns to design cost-effective interventions for zoonotic diseases -the case of brucellosis in the country of Georgia
    Rivas, Ariel L.
    Smith, Stephen D.
    Basiladze, V.
    Chaligava, Tengiz
    Malania, Lile
    Burjanadze, Irma
    Chichinadze, Tamar
    Suknidze, Nikoloz
    Bolashvili, Nana
    Hoogesteijn, Almira L.
    Gilbertson, Kendra
    Bertram, Jonathan H.
    Fair, Jeanne Marie
    Webb, Colleen T.
    Imnadze, Paata
    Kosoy, Michael
    FRONTIERS IN VETERINARY SCIENCE, 2023, 10
  • [35] Geo-social visual analytics
    Luo, Wei
    MacEachren, Alan M.
    JOURNAL OF SPATIAL INFORMATION SCIENCE, 2014, (08): : 27 - 66
  • [36] A Visual Analytics Approach to Detecting Server Redirections and Data Exfiltration
    Wang, Weijie
    Yang, Baijian
    Chen, Victor Yingjie
    2015 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS (ISI), 2015, : 13 - 18
  • [37] Estimating Geo-temporal Location of Stationary Cameras Using Shadow Trajectories
    Junejo, Imran N.
    Foroosh, Hassan
    COMPUTER VISION - ECCV 2008, PT I, PROCEEDINGS, 2008, 5302 : 318 - +
  • [38] Geo-Time Broker: A Web Agent of Dynamic Flows of Geo-Temporal Activity for Smart Cities
    Prieto, Alvaro E.
    Carlos Preciado, Juan
    Maria Conejero, Jose
    Rubio-Largo, Alvaro
    CURRENT TRENDS IN WEB ENGINEERING (ICWE 2018), 2018, 11153 : 183 - 188
  • [39] The geo-temporal evolution of violence in civil conflicts: A micro analysis of conflict diffusion on a new event data set
    Kibris, Arzu
    JOURNAL OF PEACE RESEARCH, 2021, 58 (05) : 885 - 899
  • [40] FemaRepViz: Automatic extraction and geo-temporal visualization of FEMA National Situation Updates
    Pan, Chi-Chun
    Mitra, Prasenjit
    VAST: IEEE SYMPOSIUM ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY 2007, PROCEEDINGS, 2007, : 11 - 18