AMMICO, an AI-based Media and Misinformation Content Analysis Tool

ammico (AI-based Media and Misinformation Content Analysis Tool) is a publicly available software package written in Python 3, whose purpose is the simultaneous evaluation of the text and graphical content of image files. After describing the software features, we provide an assessment of its performance using a multi-country, multi-language data set containing COVID-19 social media disinformation posts. We conclude by highlighting the tool’s advantages for communication research.

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Publication Details

Journal
Computational Communication Research
Published
2025-04-08
DOI
https://doi.org/10.5117/ccr2025.1.3.dumi
Citations
1
Primary Topic
Hate Speech and Cyberbullying Detection
Type
article
Field-Weighted Citation Impact
2.48
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article

AMMICO, an AI-based Media and Misinformation Content Analysis Tool

Delia Dumitrescu, Petr Andriushchenko, Inga S. Ulusoy, Dominic Kempf et al.
1 citations
Computational Communication Research
Hate Speech and Cyberbullying Detection
2.48
article

AMMICO, an AI-based Media and Misinformation Content Analysis Tool

Delia Dumitrescu, Petr Andriushchenko, Inga S. Ulusoy, Dominic Kempf, Xianghe Ma, Gwydoin Daskalakis
article en
1 citations

Abstract

ammico (AI-based Media and Misinformation Content Analysis Tool) is a publicly available software package written in Python 3, whose purpose is the simultaneous evaluation of the text and graphical content of image files. After describing the software features, we provide an assessment of its performance using a multi-country, multi-language data set containing COVID-19 social media disinformation posts. We conclude by highlighting the tool’s advantages for communication research.

Computational Communication ResearchVol. 7(1)
Heidelberg University (DE), Software (Germany) (DE)
Reduced inequalities
Openalex Percentile: Top 11%
Hate Speech and Cyberbullying Detection
2.48
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AMMICO, an AI-based Media and Misinformation Content Analysis Tool — Delia Dumitrescu, Petr Andriushchenko, et al. · Computational Communication Research (2025) | TGRS Research Map | TGRS