New Publication

Social media mining under the COVID-19 context: Progress, challenges, and opportunities
International Journal of Applied Earth Observation and Geoinformation
Xiao Huang, Siqin Wang, Mengxi Zhang, Tao Hud, Alexander Hohle, Bing She, Xi Gong, Jianxin Li, Xiao Liu, Oliver Gruebner, Regina Liu, Xiao Lik, Zhewei Liu, Xinyue Ye, Zhenlong Li
Abstract
Social media platforms allow users worldwide to create and share information, forging vast sensing networks that allow information on certain topics to be collected, stored, mined, and analyzed in a rapid manner. During the COVID-19 pandemic, extensive social media mining efforts have been undertaken to tackle COVID-19 challenges from various perspectives. This review summarizes the progress of social media data mining studies in the COVID-19 contexts and categorizes them into six major domains, including early warning and detection, human mobility monitoring, communication and information conveying, public attitudes and emotions, infodemic and misinformation, and hatred and violence. We further document essential features of publicly available COVID-19 related social media data archives that will benefit research communities in conducting replicable and reproducible studies. In addition, we discuss seven challenges in social media analytics associated with their potential impacts on derived COVID-19 findings, followed by our visions for the possible paths forward in regard to social media-based COVID-19 investigations. This review serves as a valuable reference that recaps social media mining efforts in COVID-19 related studies and provides future directions along which the information harnessed from social media can be used to address public health emergencies.
More news
- New Publication
- The GIVA class of 2023
- New Publication
- UZH Postdoc Team Award
- New Publication
- New Publication
- Mini Symposium at the IEM
- New Publication
- New Publication
- COSIT 2022: Best Short Paper Award
- COSIT 2022
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- ICC Conference 2021
- ICC Conference 2021
- CRAN - Package fca
- Capturing mood and affective states via Twitter
- Innovathon, Sep 30 - Oct 2, 2021
- GIScience Conference 2021
- GIScience Conference 2021
- New Publication
- ICC 2021
- Scientifica, September 4-5, 2021
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- New Publication
- SRF: Swisstopo
- New Publication
- New Publication
- New Publication
- Ist das Navi in der Hand der erste Schritt zum betreuten Wohnen?
- "The Eyes Have It!" - Where we look while navigating
- «I see and I remember. I do and I understand.»
- Numbed by navigation technologies: How can we counteract?
- Use of Location-Based Information for Smart Governance
- How do we get there? Adaptive and effective design of mobile navigation assistance devices
- Defense Lokka Ismini
- Defense Brügger Annina
- Researching a pandemic - during a pandemic
- New Publication
- GIScience Resilience Panel
- Resilient Pedagogy for GIScience Education
- New Publication
- Open PhD position - Visual analytics of mobile behaviour data in digital cities
- Congratulations to Sascha Credé!
- New publications
- GIVA welcomes new staff
- COSIT 2019 in Regensburg
- GIVA @ ECTQG2019
- Winner of the Best Article of the Year
- International Cartographic Conference 2019
- Keynote @ GISTAM 2019
- Dagstuhl Seminar on Visual Analytics for Sets over Time and Space
- Updated MSc topics
- New publications
- GIVA welcomes new staff
- EMOtive research featured in a televised report
- Zürich meets San Francisco
- GeoViSense Workshop
- Congratulations to Gianluca Boo!
- Keynote @ AGILE2018
- Day of Computer Science 2018
- GIVA @ Spatial Cognition Conference
- Research stay and seminar talk at Umeå University, Umeå, Sweden
- Greater Zurich Area – a Center of Competence for Geographic Information Display
- Presentation @ ICA Joint Workshop on Atlases, Cognition, and Usability 2018
- Presentation @ AAG 2018 Annual Meeting
- Presentations @ ET4S Workshop
- Sara Maggi @ Graduation Ceremony
- Congratulation for defending his PhD thesis!
- Open PhD Position – ERC Advanced Project GeoViSense
- Open PhD Positions – ERC Advanced Project GeoViSense
- Winners of the Michael Breheny Prize
- GIVA @ ET4S
- Giva @ COSIT 2017
- Join cutting edge research @ GIVA
- Master Thesis Questionnaire on the Visualization of Data Quality
- EuroVis 2017 Conference
- GIVA @ Urban Wayfinding and the Brain Conference 2017
- Visiting students from FHNW
- Congratulations!
- VISDOM project update
- Academic visit at the University of Maynooth, Ireland
- Designing-memorable-3D-geovisualizations-for-the-elderly
- GIVA @ International Cartographic Conference 2017
- ThinkSpatial brownbag talk at the University of California, Santa Barbara (UCSB)
- GIScience Conference 2016