Open Access

Clustering Evaluation for Crisis Management [Code]

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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

Software

Authors

Bayer, Markus
Kaufhold, Marc-André
Reuter, Christian

Journal Title

Journal ISSN

Volume Title

Publisher

Abstract

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

Citation

Identifier

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

Endorsement

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

Faculty

Collections

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