Observing Human Mobility Internationally During COVID-19

被引:1
|
作者
Allcroft, Shane [1 ,2 ]
Metwaly, Mohammed [2 ]
Berg, Zachery [2 ,3 ]
Ghodgaonkar, Isha [2 ,4 ]
Bordwell, Fischer [2 ]
Zhao, Xinxin [2 ,5 ]
Liu, Xinglei [2 ,6 ]
Xu, Jiahao [2 ,7 ]
Chakraborty, Subhankar [8 ,11 ]
Banna, Vishnu [2 ,9 ]
Chinnakotla, Akhil [2 ]
Goel, Abhinav [2 ]
Tung, Caleb [2 ]
Kao, Gore [2 ]
Zakharov, Wei [2 ,10 ]
Shoham, David A. A.
Thiruvathukal, George K. K.
Lu, Yung-Hsiang [2 ]
机构
[1] Brown Univ, BrainGate lab, Providence, RI 02912 USA
[2] Purdue Univ, W Lafayette, IN 47907 USA
[3] Zebra Technol, Lincolnshire, IL 60069 USA
[4] MITRE, San Diego, CA 92106 USA
[5] Columbia Univ, Comp Sci, New York, NY 10027 USA
[6] Univ Southern Calif, Appl Data Sci, Los Angeles, CA 90089 USA
[7] AMD, W Lafayette, IN 47906 USA
[8] Graviton Res Capital, Gurgaon 122002, Haryana, India
[9] Apple, San Francisco, CA 94108 USA
[10] Sch Informat Studies, W Lafayette, IN 47907 USA
[11] Indian Inst Technol Madras, Chennai, India
关键词
COVID-19; Visualization;
D O I
10.1109/MC.2022.3175751
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This article analyzes visual data captured from five countries and three U.S. states to evaluate the effectiveness of lockdown policies for reducing the spread of COVID-19. The main challenge is the scale: nearly six million images are analyzed to observe how people respond to the policy changes.
引用
收藏
页码:59 / 69
页数:11
相关论文
共 50 条
  • [41] Quantifying human mobility behaviour changes during the COVID-19 outbreak in the United States
    Yixuan Pan
    Aref Darzi
    Aliakbar Kabiri
    Guangchen Zhao
    Weiyu Luo
    Chenfeng Xiong
    Lei Zhang
    Scientific Reports, 10
  • [42] Poster: Understanding Human Mobility during COVID-19 using Cellular Network Traffic
    Ayan, Necati
    Damasceno, Nilson L.
    Chaskar, Sushil
    De Sousa, Peron R.
    Ramesh, Arti
    Seetharam, Anand
    Rocha, Antonio A. De A.
    2021 IFIP NETWORKING CONFERENCE AND WORKSHOPS (IFIP NETWORKING), 2021,
  • [43] The impact of declaring the state of emergency on human mobility during COVID-19 pandemic in Japan
    Nakamoto, Daisuke
    Nojiri, Shuko
    Taguchi, Chie
    Kawakami, Yuta
    Miyazawa, Satoshi
    Kuroki, Manabu
    Nishizaki, Yuji
    CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 2022, 17
  • [44] Policy and newly confirmed cases universally shape the human mobility during COVID-19
    Kehan Li
    Chao Li
    Yinfeng Xiang
    Fengxiang He
    Shibo He
    Jiming Chen
    Yi Fang
    Dacheng Tao
    Youxian Sun
    NationalScienceOpen, 2022, 1 (01) : 72 - 89
  • [45] Characterizing Human Mobility Patterns During COVID-19 using Cellular Network Data
    Ayan, Necati
    Damasceno, Nilson L.
    Chaskar, Sushil
    de Sousa, Peron R.
    Ramesh, Arti
    Seetharam, Anand
    Rocha, Antonio A. de A.
    PROCEEDINGS OF THE IEEE 46TH CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2021), 2021, : 471 - 478
  • [46] Covid-19, transport and mobility
    Bouzouina, Louafi
    Kourtit, Karima
    Nijkamp, Peter
    REGIONAL SCIENCE POLICY AND PRACTICE, 2022, 14 : 3 - 5
  • [47] Changing mobility patterns in the Netherlands during COVID-19 outbreak
    van der Drift S.
    Wismans L.
    Olde Kalter M.-J.
    Journal of Location Based Services, 2022, 16 (01): : 1 - 24
  • [48] Orientation and Mobility During COVID-19 and the Effect on Psychosocial Functioning
    Kaiser, Justin T.
    Fast, Danene
    DeGrant, Jasamyn N.
    Welch-Grenier, Stephanie
    JOURNAL OF VISUAL IMPAIRMENT & BLINDNESS, 2022, 116 (06) : 774 - 783
  • [49] Changes in mobility and socioeconomic conditions during the COVID-19 outbreak
    Duenas, Marco
    Campi, Mercedes
    Olmos, Luis E.
    HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2021, 8 (01):
  • [50] Characterization of Fed Cattle Mobility during the COVID-19 Pandemic
    Mijares, Sage
    Calvo-Lorenzo, Michelle
    Betts, Nick
    Alexander, Lacey
    Edwards-Callaway, Lily N.
    ANIMALS, 2021, 11 (06):