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
来源：
2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST) | 2014年
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
  • [1] Interactive Geo-temporal Data Visualization for Aircraft Engine
    Zhang, Qian
    Ahn, Chung Soo
    Liu, Jigang
    Wang, Yan Chao
    Lin, Feng
    Seah, Hock Soon
    INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT) 2019, 2019, 11049
  • [2] On graphical representations of similarity in geo-temporal frequency data
    Weidele, Daniel
    van Garderen, Mereke
    Golitko, Mark
    Feinman, Gary M.
    Brandes, Ulrik
    JOURNAL OF ARCHAEOLOGICAL SCIENCE, 2016, 72 : 105 - 116
  • [3] Geo-temporal Twitter demographics
    Longley, Paul A.
    Adnan, Muhammad
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2016, 30 (02) : 369 - 389
  • [4] Dodeca-Rings Map: Interactively Finding Patterns and Events in Large Geo-temporal Data
    Guo, Chen
    Xu, Shang
    Yu, Jun
    Zhang, Hanxing
    Wang, Qian
    Xia, Jing
    Zhang, Jiawei
    Chen, Yingjie Victor
    Qian, Zhenyu Cheryl
    Wang, Chen
    Ebert, David
    2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2014, : 353 - 354
  • [5] Near Real Time Assessment of Social Media Using Geo-Temporal Network Analytics
    Carley, Kathleen M.
    Pfeffer, Juergen
    Liu, Huan
    Morstatter, Fred
    Goolsby, Rebecca
    2013 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2013, : 523 - 530
  • [6] A Geo-Temporal Web Gazetteer Integrating Data From Multiple Sources
    Manguinhas, Hugo
    Martins, Bruno
    Borbinha, Jose
    2008 THIRD INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT, VOLS 1 AND 2, 2008, : 135 - 142
  • [7] Predicting the geo-temporal variations of crime and disorder
    Corcoran, JJ
    Wilson, ID
    Ware, JA
    INTERNATIONAL JOURNAL OF FORECASTING, 2003, 19 (04) : 623 - 634
  • [8] Geo-Temporal Interpretation of Archival Collections with Neatline
    Nowviskie, Bethany
    McClure, David
    Graham, Wayne
    Soroka, Adam
    Boggs, Jeremy
    Rochester, Eric
    LITERARY AND LINGUISTIC COMPUTING, 2013, 28 (04): : 692 - 699
  • [9] Geo-Temporal Recurrent Model for Location Prediction
    Al-Molegi, Abdulrahman
    Martinez-Balleste, Antoni
    Jabreel, Mohammed
    RECENT ADVANCES IN ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2017, 300 : 126 - 135
  • [10] Exploring Geo-Temporal Differences Using GTdiff
    Hoeber, Orland
    Wilson, Garnett
    Harding, Simon
    Enguehard, Rene
    Devillers, Rodolphe
    IEEE PACIFIC VISUALIZATION SYMPOSIUM 2011, 2011, : 139 - 146
12345