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Open Access

Clustering Evaluation for Crisis Management [Code]

Files

2013_Colorado_floods-tweets_labeled_processed.xlsx (8.47 KB)

clustering.py (1.39 KB)

embeddings.py (13.39 KB)

hochwasser.xlsx (39.86 KB)

main.py (7.62 KB)

Date

2024-08-19

Type

Authors

Bayer, Markus
Kaufhold, Marc-André
Reuter, Christian

Description

This repository contains the experimental code of the clustering evaluation described in the paper "Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies" by Markus Bayer, Marc-André Kaufhold, and Christian Reuter.

Keywords

Social Media Clustering, Information Overload, Crisis Informatics, Unsupervised Machine Learning

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4304

Related Resources

Is Supplement To

https://aisel.aisnet.org/ecis2021_rp/64/

DFG Classification

4.43-06 Datenmanagement, datenintensive Systeme, Informatik-Methoden in der Wirtschaftsinformatik

Project(s)

Bund/BMBF | 13N15407 | CYWARN

License

CC BY 4.0 - Attribution 4.0 International

Except where otherwise noted, this license is described as CC BY 4.0 - Attribution 4.0 International