Group Identification from Visitor Movement Data: VAST 2015 Mini-Challenge 1

被引：0
|
作者：
Benjamin, Perakath [1 ]
Madanagopal, Karthic [1 ]
Akella, Kumar [1 ]
Vadakkeveedu, Kalyan [1 ]
机构：
[1] Knowledge Based Syst Inc, College Stn, TX 77840 USA
来源：
2015 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY | 2015年
关键词：
Group identification; co-occurrence and colocation; Group Tree Map; Movement Trace Graph; mobility data visualization; VAST; 2015; MC1;
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：
This paper describes an advanced set of methods used to analyze and visualize group behavior in the VAST 2015 MC1 challenge data. The MC1 challenge was to characterize visitor groups based on the movement and check-in data. We describe different analysis and visualization methods used to identify the groups of visitors based on co-occurrence and colocation of visitors within the park. Based on the groups identified, different group characteristics and preferences were inferred from the dataset, thereby validating the methods described in the paper.
引用
收藏
页码：143 / 144
页数：2
相关论文
共 50 条
  • [21] MTDES: Multi-dimensional Temporal Data Exploration System; Strong Support for Exploratory Analysis Award in VAST 2018, Mini-Challenge 2
    Pham, Vung V.
    Dang, Tommy
    2018 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2018, : 100 - 101
  • [22] Dynamic DinoFun World Communication Graph VAST 2015 Mini Challenge #2
    Li, Ting
    Liao, Qi
    2015 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY, 2015, : 163 - 164
  • [23] Unearthing the X-Streams: Visualizing Water Contamination VAST Mini-Challenge 2 Honorable Mention: Clarity of Narrative
    Bandalkul, Akangsha
    Srivastava, Angad
    Shridhar, Kishan Bharadwaj
    Jason, Ong Guan Jie
    Zhang Yanrong
    2018 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2018, : 102 - 103
  • [24] Exploring Anomalies in GAStech VAST 2014 Mini Challenge 1 and 2
    Choo, Jaegul
    Han, Yi
    Hu, Mengdie
    Kim, Hannah
    Nugent, James
    Poggi, Francesco
    Park, Haesun
    Stasko, John
    2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2014, : 347 - 348
  • [25] Making Sense of Daily Life Data: From Commonalities To Anomalies VAST 2014 Mini Challenge #2
    Wang, Ji
    Mi, Peng
    North, Chris
    2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2014, : 365 - 366
  • [26] Visual Analytics of Heterogeneous Data for Criminal Event Analysis VAST Challenge 2015: Grand Challenge
    Chae, Junghoon
    Wang, Guizhen
    Ahlbrand, Benjamin
    Gorantla, Mahesh Babu
    Zhang, Jiawei
    Chen, Siqaio
    Xu, Hanye
    Zhao, Jieqiong
    Hatton, William
    Malik, Abish
    Ko, Sungahn
    Ebert, David S.
    2015 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY, 2015, : 149 - 150
  • [27] Safeguarding Abila: Discovering Evolving Activist Networks VAST 2014 Mini Challenge 1: Unstructured Text and Network Data Analysis
    Saraf, Parang
    Butler, Patrick
    Ramakrishnan, Naren
    2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2014, : 327 - 328
  • [28] Award for Outstanding Comprehensive Mini-Challenge 2 Solution - RadiationMonitor: An Interactive System for Visualizing and Exploring Spatial-Temporal Data
    Wei, Datong
    Shao, Hanning
    Tan, Zijing
    Li, Chenlu
    Lin, Zhixian
    Dong, Xiaoju
    Yuan, Xiaoru
    2019 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2019, : 114 - 115
  • [29] VAST Challenge MC1: An Off the Shelf Approach to Messy Data
    McGee, Fintan
    Broeksema, Bertjan
    Otjacques, Benoit
    2014 IEEE CONFERENCE ON VISUAL ANALYTICS SCIENCE AND TECHNOLOGY (VAST), 2014, : 379 - 380
  • [30] Feature-based automatic identification of interesting data segments in group movement data
    von Landesberger, Tatiana
    Bremm, Sebastian
    Schreck, Tobias
    Fellner, Dieter W.
    INFORMATION VISUALIZATION, 2014, 13 (03) : 190 - 212
12345