NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities

Kaustubh Hiware, Ritam Dutt, Sayan Sinha, Sohan Patro, Kripa Ghosh, Saptarshi Ghosh

Abstract
Although a lot of research has been done on utilising Online Social Media during disasters, there exists no system for a specific task that is critical in a post-disaster scenario – identifying resource-needs and resource-availabilities in the disaster-affected region, coupled with their subsequent matching. To this end, we present NARMADA, a semi-automated platform which leverages the crowd-sourced information from social media posts for assisting post-disaster relief coordination efforts. The system employs Natural Language Processing and Information Retrieval techniques for identifying resource-needs and resource-availabilities from microblogs, extracting resources from the posts, and also matching the needs to suitable availabilities. The system is thus capable of facilitating the judicious management of resources during post-disaster relief operations.
Anthology ID:
2020.socialnlp-1.3
Volume:
Proceedings of the Eighth International Workshop on Natural Language Processing for Social Media
Month:
July
Year:
2020
Address:
Online
Venue:
SocialNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
15–24
Language:
URL:
https://aclanthology.org/2020.socialnlp-1.3
DOI:
10.18653/v1/2020.socialnlp-1.3
Bibkey:
Cite (ACL):
Kaustubh Hiware, Ritam Dutt, Sayan Sinha, Sohan Patro, Kripa Ghosh, and Saptarshi Ghosh. 2020. NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities. In Proceedings of the Eighth International Workshop on Natural Language Processing for Social Media, pages 15–24, Online. Association for Computational Linguistics.
Cite (Informal):
NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities (Hiware et al., SocialNLP 2020)
Copy Citation:
PDF:
https://preview.aclanthology.org/paclic-22-ingestion/2020.socialnlp-1.3.pdf
Video:
 http://slideslive.com/38929903
Code
 OSM-DM-KGP/Narmada
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