Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

[HTML][HTML] Social media mining under the COVID-19 context: Progress, challenges, and opportunities

X Huang, S Wang, M Zhang, T Hu, A Hohl… - International Journal of …, 2022 - Elsevier
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 …

Fifteen years of social media in emergencies: a retrospective review and future directions for crisis informatics

C Reuter, MA Kaufhold - Journal of contingencies and crisis …, 2018 - Wiley Online Library
Social media has been established in many larger emergencies and crises. This process
has not started just a few years ago, but already 15 years ago in 2001 after the terrorist …

Hate lingo: A target-based linguistic analysis of hate speech in social media

M ElSherief, V Kulkarni, D Nguyen, WY Wang… - Proceedings of the …, 2018 - ojs.aaai.org
While social media empowers freedom of expression and individual voices, it also enables
anti-social behavior, online harassment, cyberbullying, and hate speech. In this paper, we …

Crisismmd: Multimodal twitter datasets from natural disasters

F Alam, F Ofli, M Imran - … of the international AAAI conference on web …, 2018 - ojs.aaai.org
During natural and man-made disasters, people use social media platforms such as Twitter
to post textual and multimedia content to report updates about injured or dead people …

[HTML][HTML] Automatic identification of eyewitness messages on twitter during disasters

K Zahra, M Imran, FO Ostermann - Information processing & management, 2020 - Elsevier
Social media platforms such as Twitter provide convenient ways to share and consume
important information during disasters and emergencies. Information from bystanders and …

Social media in crisis management: An evaluation and analysis of crisis informatics research

C Reuter, AL Hughes, MA Kaufhold - International Journal of …, 2018 - Taylor & Francis
Since the terrorist attacks of 9/11, the use of social media in emergency and crisis events
has greatly increased and many studies have concentrated on the use of ICT and social …

[图书][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …

Processing social media messages in mass emergency: A survey

M Imran, C Castillo, F Diaz, S Vieweg - ACM Computing Surveys (CSUR …, 2015 - dl.acm.org
Social media platforms provide active communication channels during mass convergence
and emergency events such as disasters caused by natural hazards. As a result, first …

Twitter as a tool for the management and analysis of emergency situations: A systematic literature review

M Martínez-Rojas, M del Carmen Pardo-Ferreira… - International Journal of …, 2018 - Elsevier
The importance of timely, accurate and effective use of available information is essential to
the proper management of emergency situations. In recent years, emerging technologies …