Crisis Connect: Realtime Disaster Management

Natural disasters and man-made events can lead to devastation on a large scale, requiring immediate and well-coordinated reactions. In traditional disaster response system, the information reporting is lagged and resource assignment is ineffective. To overcome these challenges, we propose CrisisConnect - a cloud-based platform for real-time disaster alert and resource coordination through state-of-the-art data analytics with support of live APIs and interactive dashboards to improve situational understanding and decision-support. It processes continuum of social media, government, and sensor feeds to detect, verify and visualize the underlying disaster events in real-time. Leveraging Natural Language Processing (NLP) and machine learning models, CrisisConnect filters and categories crisis related information.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-17
DOI
https://doi.org/10.5281/zenodo.17374917
Primary Topic
Public Relations and Crisis Communication
Type
article
Field-Weighted Citation Impact
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article

Crisis Connect: Realtime Disaster Management

Zenodo (CERN European Organization for Nuclear Research)
Public Relations and Crisis Communication
article

Crisis Connect: Realtime Disaster Management

article en

Abstract

Natural disasters and man-made events can lead to devastation on a large scale, requiring immediate and well-coordinated reactions. In traditional disaster response system, the information reporting is lagged and resource assignment is ineffective. To overcome these challenges, we propose CrisisConnect - a cloud-based platform for real-time disaster alert and resource coordination through state-of-the-art data analytics with support of live APIs and interactive dashboards to improve situational understanding and decision-support. It processes continuum of social media, government, and sensor feeds to detect, verify and visualize the underlying disaster events in real-time. Leveraging Natural Language Processing (NLP) and machine learning models, CrisisConnect filters and categories crisis related information.

Zenodo (CERN European Organization for Nuclear Research)
Climate action
Openalex Percentile: Top 39%
Public Relations and Crisis Communication
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