Crisis informatics—New data for extraordinary times

The Parable of Google Flu: Traps in Big Data Analysis

Lazer, D., Kennedy, R., King, G., & Vespignani, A. (2014) · Science · doi:10.1126/science.1248506 · Cited by 2,523 · see citing works

Proceedings of the Conference on Human Factors in Computing Systems

Moore, J. E. (1989) · ACM eBooks · Cited by 960 · see citing works

Proceedings of the 2013 International Conference on Software Engineering

Notkin, D. S., Cheng, B. H. C., & Pohl, K. (2013) · Cited by 875 · see citing works

Rapid assessment of disaster damage using social media activity

Kryvasheyeu, Y., Chen, H., Obradovich, N., Moro, E., Hentenryck, P. V., Fowler, J. H., & Cebrián, M. (2016) · Science Advances · doi:10.1126/sciadv.1500779 · Cited by 642 · see citing works

"Voluntweeters"

Starbird, K., & Palen, L. (2011) · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · doi:10.1145/1978942.1979102 · Cited by 545 · see citing works

Digital Humanitarians: How Big Data Is Changing the Face of Humanitarian Response

Meier, P. (2015) · Cited by 332 · see citing works

On the "localness" of user-generated content

Hecht, B. J., & Gergle, D. (2010) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/1718918.1718962 · Cited by 311 · see citing works

Digital Humanitarians

Meier, P. (2015) · Routledge eBooks · doi:10.1201/b18023 · Cited by 288 · see citing works

Big Crisis Data

Castillo, C. (2016) · Cambridge University Press eBooks · doi:10.1017/cbo9781316476840 · Cited by 276 · see citing works

Proceedings of the ACM 2011 conference on Computer supported cooperative work

(2011) · doi:10.1145/1958824 · Cited by 245 · see citing works

Online public communications by police & fire services during the 2012 Hurricane Sandy

Hughes, A., Denis, L. A. A. S., Palen, L. A., & Anderson, K. M. (2014) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2556288.2557227 · Cited by 234 · see citing works

Untitled work

(2016) · Thammasat University Digital Collections · Cited by 153 · see citing works

Proceedings of the 2002 ACM conference on Computer supported cooperative work

(2002) · doi:10.1145/587078 · Cited by 120 · see citing works

Design and implementation of a data analytics infrastructure in support of crisis informatics research (NIER track)

Anderson, K. M., & Schram, A. (2011) · Proceedings/Proceedings - International Conference on Software Engineering · doi:10.1145/1985793.1985920 · Cited by 63 · see citing works

The Pushshift Reddit Dataset

Baumgartner, J., Zannettou, S., Keegan, B., Squire, M., & Blackburn, J. (2020) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v14i1.7347 · Cited by 881 · see citing works

Fifteen years of social media in emergencies: A retrospective review and future directions for crisis Informatics

Reuter, C., & Kaufhold, M. (2017) · Journal of Contingencies and Crisis Management · doi:10.1111/1468-5973.12196 · Cited by 465 · see citing works

A Survey on Data Augmentation for Text Classification

Bayer, M., Kaufhold, M., & Reuter, C. (2022) · ACM Computing Surveys · doi:10.1145/3544558 · Cited by 453 · see citing works

Disinformation as Collaborative Work: Surfacing the Participatory Nature of Strategic Information Operations

Starbird, K., Arif, A., & Wilson, T. (2019) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3359229 · Cited by 370 · see citing works

Social media for intelligent public information and warning in disasters: An interdisciplinary review

Zhang, C., Fan, C. H., Yao, W., Hu, X., & Mostafavi, A. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.04.004 · Cited by 301 · see citing works

Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research

Reuter, C., Hughes, A., & Kaufhold, M. (2018) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2018.1427832 · Cited by 279 · see citing works

Social Media in Disaster Communication

Palen, L. A., & Hughes, A. (2017) · Handbooks of sociology and social research · doi:10.1007/978-3-319-63254-4_24 · Cited by 234 · see citing works

Acting the Part: Examining Information Operations Within #BlackLivesMatter Discourse

Arif, A., Stewart, L. G., & Starbird, K. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274289 · Cited by 152 · see citing works

Distress and rumor exposure on social media during a campus lockdown

Jones, N. M., Thompson, R. R., Schetter, C. D., & Silver, R. C. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1708518114 · Cited by 151 · see citing works

Crowdsourcing Methods for Data Collection in Geophysics: State of the Art, Issues, and Future Directions

Zheng, F., Tao, R., Maier, H. R., See, L., Savic, D. A., Zhang, T., Chen, Q., Assumpção, T. H., Yang, P., Haratmeh, B. H., et al. (2018) · Reviews of Geophysics · doi:10.1029/2018rg000616 · Cited by 148 · see citing works

Design for Existential Crisis in the Anthropocene Age

Light, A., Powell, A. B., & Shklovski, I. (2017) · International Conference on Communities and Technologies (C&T) · doi:10.1145/3083671.3083688 · Cited by 135 · see citing works

Tampering with Twitter’s Sample API

Pfeffer, J., Mayer, K., & Morstatter, F. (2018) · EPJ Data Science · doi:10.1140/epjds/s13688-018-0178-0 · Cited by 135 · see citing works

A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters

Fan, C. H., Wu, F., & Mostafavi, A. (2020) · IEEE Access · doi:10.1109/access.2020.2965550 · Cited by 136 · see citing works

A systematic review of local to regional yield forecasting approaches and frequently used data resources

Schauberger, B., Jägermeyr, J., & Gornott, C. (2020) · European Journal of Agronomy · doi:10.1016/j.eja.2020.126153 · Cited by 111 · see citing works

Mobile social media use intention in emergencies among Gen Y in China: An integrative framework of gratifications, task-technology fit, and media dependency

Li, Y., Yang, S., Zhang, S., & Zhang, W. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.101244 · Cited by 127 · see citing works

Design for Existential Crisis

Light, A., Shklovski, I., & Powell, A. B. (2017) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3027063.3052760 · Cited by 119 · see citing works

Big data has big potential for applications to climate change adaptation

Ford, J. D., Tilleard, S., Berrang‐Ford, L., Araos, M., Biesbroek, R. G., Lesnikowski, A. C., MacDonald, G. K., Hsu, A., Chen, C., & Bíziková, L. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1614023113 · Cited by 117 · see citing works

Crowdsourced social media data for disaster management: Lessons from the PetaJakarta.org project

Ogie, R., Clarke, R. J., Forehead, H. I., & Perez, P. (2018) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2018.09.002 · Cited by 112 · see citing works

Cross-Platform Disinformation Campaigns: Lessons Learned and Next Steps

Starbird, K., & Wilson, T. (2020) · Harvard Kennedy School Misinformation Review · doi:10.37016/mr-2020-002 · Cited by 110 · see citing works

Mitigating information overload in social media during conflicts and crises: design and evaluation of a cross-platform alerting system

Kaufhold, M., Rupp, N., Reuter, C., & Habdank, M. (2019) · Behaviour and Information Technology · doi:10.1080/0144929x.2019.1620334 · Cited by 115 · see citing works

Informating Crisis

Soden, R., & Palen, L. A. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274431 · Cited by 109 · see citing works

Disaster response aided by tweet classification with a domain adaptation approach

Li, H., Caragea, D., Caragea, C., & Herndon, N. (2017) · Journal of Contingencies and Crisis Management · doi:10.1111/1468-5973.12194 · Cited by 101 · see citing works

Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning

Kaufhold, M., Bayer, M., & Reuter, C. (2019) · Information Processing & Management · doi:10.1016/j.ipm.2019.102132 · Cited by 105 · see citing works

Exploring customer concerns on service quality under the COVID-19 crisis: A social media analytics study from the retail industry

Li, X., Xu, M., Zeng, W., Tse, Y. K., & Chan, H. K. (2022) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2022.103157 · Cited by 111 · see citing works

Managing Uncertainty

Gui, X., Kou, Y., Pine, K. H., & Chen, Y. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025891 · Cited by 94 · see citing works

Influence and Improvisation: Participatory Disinformation during the 2020 US Election

Starbird, K., DiResta, R., & DeButts, M. (2023) · Social Media + Society · doi:10.1177/20563051231177943 · Cited by 90 · see citing works

Intelligent Disaster Response via Social Media Analysis A Survey

Nazer, T. H., Xue, G., Ji, Y., & Liu, H. (2017) · ACM SIGKDD Explorations Newsletter · doi:10.1145/3137597.3137602 · Cited by 92 · see citing works

Hazardous Weather Prediction and Communication in the Modern Information Environment

Morss, R. E., Demuth, J. L., Lazrus, H., Palen, L. A., Barton, C. M., Davis, C. A., Snyder, C., Wilhelmi, O. V., Anderson, K. M., Ahijevych, D. A., et al. (2017) · Bulletin of the American Meteorological Society · doi:10.1175/bams-d-16-0058.1 · Cited by 88 · see citing works

Reflections on the public university sector and the covid-19 pandemic in South Africa

Schalkwyk, F. B. V. (2020) · Studies in Higher Education · doi:10.1080/03075079.2020.1859682 · Cited by 83 · see citing works

How Social Ties Influence Hurricane Evacuation Behavior

Metaxa-Kakavouli, D., Maas, P., & Aldrich, D. P. (2018) · Proc. ACM Hum. Comput. Interact. · doi:10.1145/3274391 · Cited by 84 · see citing works

Forensic analysis of flash flood response

Borga, M., Comiti, F., Ruin, I., & Marra, F. (2019) · Wiley Interdisciplinary Reviews Water · doi:10.1002/wat2.1338 · Cited by 76 · see citing works

The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009–2020

Alshaabi, T., Dewhurst, D. R., Minot, J. R., Arnold, M. V., Adams, J. L., Danforth, C. M., & Dodds, P. S. (2021) · EPJ Data Science · doi:10.1140/epjds/s13688-021-00271-0 · Cited by 76 · see citing works

Smart flood resilience: harnessing community-scale big data for predictive flood risk monitoring, rapid impact assessment, and situational awareness

Yuan, F., Fan, C., Farahmand, H., Coleman, N., Esmalian, A., Lee, C.-C., Patrascu, F., Zhang, C., Dong, S.-J., & Mostafavi, A. (2021) · Environmental Research: Infrastructure and Sustainability · doi:10.1088/2634-4505/ac7251 · Cited by 72 · see citing works

Localizing and Quantifying Damage in Social Media Images

Li, X., Caragea, D., Zhang, H., & Imran, M. (2018) · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · doi:10.1109/asonam.2018.8508298 · Cited by 69 · see citing works

Crisis Informatics in the Context of Social Media Crisis Communication: Theoretical Models, Taxonomy, and Open Issues

Bukar, U. A., Jabar, M. A., Sidi, F., Nor, R. N. H., Abdullah, S., & Othman, М. (2020) · IEEE Access · doi:10.1109/access.2020.3030184 · Cited by 71 · see citing works

Development of a national-scale real-time Twitter data mining pipeline for social geodata on the potential impacts of flooding on communities

Barker, J. L. P., & Macleod, C. J. A. (2018) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2018.11.013 · Cited by 66 · see citing works

“Sometimes da #beachlife ain't always da wave”: Understanding People’s Evolving Hurricane Risk Communication, Risk Assessments, and Responses Using Twitter Narratives

Demuth, J. L., Morss, R. E., Palen, L. A., Anderson, K. M., Anderson, J., Kogan, M., Stowe, K., Bica, M., Lazrus, H., Wilhelmi, O. V., et al. (2018) · Weather Climate and Society · doi:10.1175/wcas-d-17-0126.1 · Cited by 61 · see citing works

Social Media in Emergencies

Reuter, C., Kaufhold, M., Spielhofer, T., & Hahne, A. S. (2017) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3134725 · Cited by 59 · see citing works

Speaking their Mind: Populist Style and Antagonistic Messaging in the Tweets of Donald Trump, Narendra Modi, Nigel Farage, and Geert Wilders

Gonawela, A., Pal, J., Thawani, U., van der Vlugt, E., Out, W., & Chandra, P. (2018) · Computer Supported Cooperative Work (CSCW) · doi:10.1007/s10606-018-9316-2 · Cited by 60 · see citing works

Social media usage reveals recovery of small businesses after natural hazard events

Eyre, R., Luca, F. D., & Simini, F. (2020) · Nature Communications · doi:10.1038/s41467-020-15405-7 · Cited by 58 · see citing works

An analysis of natural disaster‐related information‐seeking behavior using temporal stages

Rahmi, R., Joho, H., & Shirai, T. (2019) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24155 · Cited by 55 · see citing works

Dilemmas in Mutual Aid: Lessons for Crisis Informatics from an Emergent Community Response to the Pandemic

Soden, R., & Owen, E. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3479862 · Cited by 55 · see citing works

Nowcasting earthquake damages with Twitter

Mendoza, M., Poblete, B., & Valderrama, I. (2019) · EPJ Data Science · doi:10.1140/epjds/s13688-019-0181-0 · Cited by 52 · see citing works

Unveiling the dynamics of crisis events: Sentiment and emotion analysis via multi-task learning with attention mechanism and subject-based intent prediction

Myint, P. Y. W., Lo, S. L., & Zhang, Y. (2024) · Information Processing & Management · doi:10.1016/j.ipm.2024.103695 · Cited by 50 · see citing works

Crowdsourced social media and mobile phone signaling data for disaster impact assessment: A case study of the 8.8 Jiuzhaigou earthquake

Xing, Z., Zhang, X., Zan, X., Xiao, C., Li, B., Han, K., Liu, Z., & Liu, J. (2021) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2021.102200 · Cited by 50 · see citing works

The Pandemic Shift to Remote Learning under Resource Constraints

Ravi, P., Ismail, A., & Kumar, N. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3476055 · Cited by 48 · see citing works

Content, Accessibility, and Dissemination of Disaster Information via Social Media During the 2016 Louisiana Floods

Scott, K. K., & Errett, N. A. (2017) · Journal of Public Health Management and Practice · doi:10.1097/phh.0000000000000708 · Cited by 48 · see citing works

Digital divide, critical‐, and crisis‐informatics perspectives on K‐12 emergency remote teaching during the pandemic

Reynolds, R. B., Aromi, J., McGowan, C., & Paris, B. S. (2022) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24654 · Cited by 47 · see citing works

Understanding motivated publics during disasters: Examining message functions, frames, and styles of social media influentials and followers

Zhao, X., Zhan, M., & Liu, B. (2019) · Journal of Contingencies and Crisis Management · doi:10.1111/1468-5973.12279 · Cited by 43 · see citing works

Bonding, bridging, and linking social capital and social media use: How hyperlocal social media platforms serve as a conduit to access and activate bridging and linking ties in a time of crisis

Page-Tan, C. M. (2020) · Natural Hazards · doi:10.1007/s11069-020-04397-8 · Cited by 46 · see citing works

Large language model applications in disaster management: An interdisciplinary review

Xu, F., Ma, J., Li, N., & Cheng, J. C. P. (2025) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2025.105642 · Cited by 51 · see citing works

Fighting disaster misinformation in Latin America: the #19S Mexican earthquake case study

Flores-Saviaga, C., & Savage, S. (2020) · Personal and Ubiquitous Computing · doi:10.1007/s00779-020-01411-5 · Cited by 44 · see citing works

Hate Raids on Twitch: Echoes of the Past, New Modalities, and Implications for Platform Governance

Han, C., Seering, J., Kumar, D., Hancock, J. T., & Durumeric, Z. (2023) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3579609 · Cited by 46 · see citing works

Impacts of school shooter drills on the psychological well-being of American K-12 school communities: a social media study

ElSherief, M., Saha, K., Gupta, P., Mishra, S., Seybolt, J., Xie, J., O’Toole, M., Burd-Sharps, S., & De Choudhury, M. (2021) · Humanities and Social Sciences Communications · doi:10.1057/s41599-021-00993-6 · Cited by 43 · see citing works

Online media and trust in government during crisis: The moderating role of sense of security

Zhu, Z., Liu, Y., Kapucu, N., & Peng, Z. (2020) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2020.101717 · Cited by 42 · see citing works

Designing for Mobile and Immersive Visual Analytics in the Field

Whitlock, M., Wu, K., & Szafir, D. A. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934282 · Cited by 41 · see citing works

Cross-platform Information Operations: Mobilizing Narratives & Building Resilience through both 'Big' & 'Alt' Tech

Wilson, T., & Starbird, K. (2021) · Proc. ACM Hum. Comput. Interact. · doi:10.1145/3476086 · Cited by 50 · see citing works

Using Social Media to Detect Socio-Economic Disaster Recovery

Shibuya, Y., & Tanaka, H. (2019) · IEEE Intelligent Systems · doi:10.1109/mis.2019.2918245 · Cited by 42 · see citing works

Making Sense of Risk Information amidst Uncertainty: Individuals’ Perceived Risks Associated with the COVID-19 Pandemic

Pine, K. H., Lee, M. A., Whitman, S. A., Chen, Y., & Henne, K. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445051 · Cited by 40 · see citing works

Mapping Silences, Reconfiguring Loss

Soden, R., & Lord, A. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274430 · Cited by 39 · see citing works

Patterns of population displacement during mega-fires in California detected using Facebook Disaster Maps

Jia, S., Kim, S. H., Nghiem, S. V., Doherty, P., & Kafatos, M. C. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/ab8847 · Cited by 39 · see citing works

Cross-Platform Comparative Study of Public Concern on Social Media during the COVID-19 Pandemic: An Empirical Study Based on Twitter and Weibo

Deng, W., & Yang, Y. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18126487 · Cited by 41 · see citing works

Social media engagement forms in government: A structure-content framework

Wukich, C. (2022) · Government Information Quarterly · doi:10.1016/j.giq.2022.101684 · Cited by 52 · see citing works

On detecting urgency in short crisis messages using minimal supervision and transfer learning

Kejriwal, M., & Zhou, P. (2020) · Social Network Analysis and Mining · doi:10.1007/s13278-020-00670-7 · Cited by 39 · see citing works

Localizing and quantifying infrastructure damage using class activation mapping approaches

Li, X., Caragea, D., Zhang, H., & Imran, M. (2019) · Social Network Analysis and Mining · doi:10.1007/s13278-019-0588-4 · Cited by 36 · see citing works

Disaster privacy/privacy disaster

Sanfilippo, M. R., Shvartzshnaider, Y., Reyes, I. O., Nissenbaum, H. F., & Egelman, S. (2020) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24353 · Cited by 35 · see citing works

Volunteered geographic information use in crisis, emergency and disaster management: a scoping review and a web atlas

Tzavella, K., Skopeliti, A., & Fekete, A. (2022) · Geo-spatial Information Science · doi:10.1080/10095020.2022.2139642 · Cited by 35 · see citing works

Sentiment Analysis during Jakarta Flood for Emergency Responses and Situational Awareness in Disaster Management using BERT

Maharani, W. (2020) · doi:10.1109/icoict49345.2020.9166407 · Cited by 35 · see citing works

Social-EOC: Serviceability Model to Rank Social Media Requests for Emergency Operation Centers

Purohit, H., Castillo, C., Imran, M., & Pandey, R. (2018) · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · doi:10.1109/asonam.2018.8508709 · Cited by 36 · see citing works

Health Communication Trolls and Bots Versus Public Health Agencies’ Trusted Voices

Sutton, J. N. (2018) · American Journal of Public Health · doi:10.2105/ajph.2018.304661 · Cited by 33 · see citing works

Quantitative estimates of collective geo-tagged human activities in response to typhoon Hato using location-aware big data

Liu, Z., Du, Y., Yi, J., Liang, F., Ma, T., & Pei, T. (2019) · International Journal of Digital Earth · doi:10.1080/17538947.2019.1645894 · Cited by 32 · see citing works

Topical evolution patterns and temporal trends of microblogs on public health emergencies

An, L., Yu, C., Lin, X., Du, T., Zhou, L., & Li, G. (2018) · Online Information Review · doi:10.1108/oir-04-2016-0100 · Cited by 31 · see citing works

Computational Social Science of Disasters: Opportunities and Challenges

Burger, A., Oz, T., Kennedy, W. G., & Crooks, A. T. (2019) · Future Internet · doi:10.3390/fi11050103 · Cited by 31 · see citing works

Humanitarian access, interrupted: dynamic near real-time network analytics and mapping for reaching communities in disaster-affected countries

Warnier, M., Alkema, V., Comes, T., & de Walle, B. V. (2020) · OR Spectrum · doi:10.1007/s00291-020-00582-0 · Cited by 30 · see citing works

Increasing Coastal Disaster Resilience Using Smart City Frameworks: Current State, Challenges, and Opportunities

Tonmoy, F., Hasan, S., & Tomlinson, R. B. (2020) · Frontiers in Water · doi:10.3389/frwa.2020.00003 · Cited by 30 · see citing works

Integrating Insights About Human Movement Patterns From Digital Data Into Psychological Science

Hinds, J. M., Brown, O., Smith, L. G. E., Piwek, L., Ellis, D. A., & Joinson, A. (2021) · Current Directions in Psychological Science · doi:10.1177/09637214211042324 · Cited by 31 · see citing works

How do Australians use social media during natural hazards? A survey

Zander, K. K., Sibarani, R. A. O., Lassa, J. A., Nguyen, D., & Dimmock, A. (2022) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2022.103207 · Cited by 29 · see citing works

The Impact of Organizational Structure and Technology Use on Collaborative Practices in Computer Emergency Response Teams: An Empirical Study

Riebe, T., Kaufhold, M., & Reuter, C. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3479865 · Cited by 27 · see citing works

Tracking spatio-temporal variation of geo-tagged topics with social media in China: A case study of 2016 hefei rainstorm

Wu, W., Li, J., He, Z., Ye, X., Zhang, J., Cao, X., & Qu, H. (2020) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2020.101737 · Cited by 26 · see citing works

Mapping climate discourse to climate opinion: An approach for augmenting surveys with social media to enhance understandings of climate opinion in the United States

Bennett, J. B., Rachunok, B., Flage, R., & Nateghi, R. (2021) · PLoS ONE · doi:10.1371/journal.pone.0245319 · Cited by 27 · see citing works

Urban Risks and Resilience

Cutter, S. L. (2021) · The urban book series · doi:10.1007/978-981-15-8983-6_13 · Cited by 26 · see citing works

Tensions and Dilemmas in Crisis Governance: Responding to Citizen Volunteers

Schmidt, A. (2019) · Administration & Society · doi:10.1177/0095399719836734 · Cited by 28 · see citing works

The Disaster and Climate Change Artathon

Soden, R., Hamel, P., Lallemant, D., & Pierce, J. (2020) · Designing Interactive Systems Conference · doi:10.1145/3357236.3395461 · Cited by 25 · see citing works

Grounding Big Data on Climate-Induced Human Mobility

Boas, I., Dahm, R. J., & Wrathall, D. J. (2019) · Geographical Review · doi:10.1111/gere.12355 · Cited by 25 · see citing works

Ranking and grouping social media requests for emergency services using serviceability model

Purohit, H., Castillo, C., & Pandey, R. (2020) · Social Network Analysis and Mining · doi:10.1007/s13278-020-0633-3 · Cited by 27 · see citing works

Low-supervision urgency detection and transfer in short crisis messages

Kejriwal, M., & Zhou, P. (2019) · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · doi:10.1145/3341161.3342936 · Cited by 24 · see citing works

Relevancy Classification of Multimodal Social Media Streams for Emergency Services

Nalluru, G., Pandey, R., & Purohit, H. (2019) · IEEE International Conference on Smart Computing · doi:10.1109/smartcomp.2019.00040 · Cited by 23 · see citing works

A Data-Analytics Approach for Risk Evaluation in Peer-to-Peer Lending Platforms

He, F., Li, Y., Xu, T., Yin, L., Zhang, W., & Zhang, X. (2020) · IEEE Intelligent Systems · doi:10.1109/mis.2020.2971946 · Cited by 24 · see citing works

Detecting Perceived Emotions in Hurricane Disasters

Desai, S., Caragea, C., & Li, J. J. (2020) · Proceedings of the conference - Association for Computational Linguistics. Meeting · doi:10.18653/v1/2020.acl-main.471 · Cited by 26 · see citing works

Disaster informatics: An overview

Ogie, R., & Verstaevel, N. (2020) · Progress in Disaster Science · doi:10.1016/j.pdisas.2020.100111 · Cited by 24 · see citing works

Achieving Accuracy through Ambiguity: the Interactivity of Risk Communication in Severe Weather Events

Bica, M., Weinberg, J., & Palen, L. A. (2020) · Computer Supported Cooperative Work (CSCW) · doi:10.1007/s10606-020-09380-2 · Cited by 24 · see citing works

Understanding the Diverging User Trajectories in Highly-related Online Communities during the COVID-19 Pandemic

Zhang, J. S., Keegan, B., Lv, Q., & Tan, C. (2021) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v15i1.18112 · Cited by 28 · see citing works

Cruising to nowhere: Covid-19 crisis discourse in cruise tourism Facebook groups

Roth‐Cohen, O., & Lahav, T. (2021) · Current Issues in Tourism · doi:10.1080/13683500.2021.1940106 · Cited by 25 · see citing works

Misinformation, Crisis, and Public Health—Reviewing the Literature

Starbird, K., Spiro, E. S., & Koltai, K. (2020) · doi:10.35650/md.2063.d.2020 · Cited by 24 · see citing works

Utilizing Geo-tagged Tweets to Understand Evacuation Dynamics during Emergencies

Kumar, D., & Ukkusuri, S. V. (2018) · International World Wide Web Conference (WWW) · doi:10.1145/3184558.3191619 · Cited by 23 · see citing works

A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant Tweets

Mazloom, R., Li, H., Caragea, D., Caragea, C., & Imran, M. (2019) · International Journal of Information Systems for Crisis Response and Management · doi:10.4018/ijiscram.2019070101 · Cited by 23 · see citing works

The characteristics and functionalities of citizen-led disaster response through social media: A case study of the #HenanFloodsRelief on Sina Weibo

Li, Y., Peng, L., Sang, Y., & Gao, H. (2024) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2024.104419 · Cited by 22 · see citing works

How Advanced Technological Approaches Are Reshaping Sustainable Social Media Crisis Management and Communication: A Systematic Review

Bukar, U. A., Sidi, F., Jabar, M. A., Nor, R. N. H., Abdullah, S., Ishak, I., Alabadla, M., & Alkhalifah, A. (2022) · Sustainability · doi:10.3390/su14105854 · Cited by 21 · see citing works

Information entropy based event detection during disaster in cyber-social networks

Bhuvaneswari, A., & Valliyammai, C. (2019) · Journal of Intelligent & Fuzzy Systems · doi:10.3233/jifs-169959 · Cited by 22 · see citing works

Challenges to Transforming Unconventional Social Media Data into Actionable Knowledge for Public Health Systems During Disasters

Chan, J. L., & Purohit, H. (2019) · Disaster Medicine and Public Health Preparedness · doi:10.1017/dmp.2019.92 · Cited by 20 · see citing works

Crisis Informatics: An Analysis of Social Media Use Following

Sandy, H. (2012)

Using social network data to track information and make decisions during a crisis

Raskin, V. (2014) · Annual Information Security Symposium

Architectural Implications of Social Media Analytics in Support of Crisis Informatics Research.

Anderson, K. M., Schram, A., Alzabarah, A., & Palen, L. A. (2013) · IEEE Data(base) Engineering Bulletin · Cited by 14 · see citing works

Crisis Informatics: Perspectives of Trust – Is Social Media a Mixed

Hagar, C. (2013)

Crisis Communication on Social Media: Behaviors and Patterns

Wang, B. (2019) · Cited by 1 · see citing works