Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs

Kuan Chieh Lo; Pranav Maneriker; Sriram Sai Ganesh; Dominik Winecki; Kelly Garrett; Ayaz Hyder; Arnab Nandi; Valerie Shalin; Shannon Bowen; Amit Sheth; Srinivasan Parthasarathy

doi:10.1109/ICDMW69685.2025.00333

Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs

Kuan Chieh Lo
, Pranav Maneriker
, Sriram Sai Ganesh
, Dominik Winecki
, Kelly Garrett
, Ayaz Hyder
, Arnab Nandi
, Valerie Shalin
, Shannon Bowen
, Amit Sheth
, Srinivasan Parthasarathy

Psychology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025
Publisher	IEEE Computer Society
Pages	2602-2605
Number of pages	4
ISBN (Electronic)	9798331581329
DOIs	https://doi.org/10.1109/ICDMW69685.2025.00333
State	Published - 2025
Event	25th IEEE International Conference on Data Mining Workshops, ICDMW 2025 - Washington, United States Duration: Nov 12 2025 → Nov 15 2025

Publication series

Name	IEEE International Conference on Data Mining Workshops, ICDMW
ISSN (Print)	2375-9232
ISSN (Electronic)	2375-9259

Conference

Conference	25th IEEE International Conference on Data Mining Workshops, ICDMW 2025
Country/Territory	United States
City	Washington
Period	11/12/25 → 11/15/25

ASJC Scopus Subject Areas

Software
Computer Science Applications

Keywords

Crisis management
Large language models
Visualization

Access to Document

10.1109/ICDMW69685.2025.00333

Cite this

Lo, K. C., Maneriker, P., Ganesh, S. S., Winecki, D., Garrett, K., Hyder, A., Nandi, A., Shalin, V., Bowen, S., Sheth, A., & Parthasarathy, S. (2025). Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs. In Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025 (pp. 2602-2605). (IEEE International Conference on Data Mining Workshops, ICDMW). IEEE Computer Society. https://doi.org/10.1109/ICDMW69685.2025.00333

Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs. / Lo, Kuan Chieh; Maneriker, Pranav; Ganesh, Sriram Sai et al.
Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE Computer Society, 2025. p. 2602-2605 (IEEE International Conference on Data Mining Workshops, ICDMW).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lo, KC, Maneriker, P, Ganesh, SS, Winecki, D, Garrett, K, Hyder, A, Nandi, A, Shalin, V, Bowen, S, Sheth, A & Parthasarathy, S 2025, Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs. in Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE International Conference on Data Mining Workshops, ICDMW, IEEE Computer Society, pp. 2602-2605, 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, Washington, United States, 11/12/25. https://doi.org/10.1109/ICDMW69685.2025.00333

Lo KC, Maneriker P, Ganesh SS, Winecki D, Garrett K, Hyder A et al. Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs. In Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE Computer Society. 2025. p. 2602-2605. (IEEE International Conference on Data Mining Workshops, ICDMW). doi: 10.1109/ICDMW69685.2025.00333

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Crisis Observatory: Extracting Credible Signals During a Crisis in the Age of LLMs

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this