Conceptual Mapping of Controversies
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Abstract (arXiv)
With our work, we contribute towards a qualitative analysis of the discourse on controversies in online news media. For this, we employ Formal Concept Analysis and the economics of conventions to derive conceptual controversy maps. In our experiments, we analyze two maps from different news journals with methods from ordinal data science. We show how these methods can be used to assess the diversity, complexity and potential bias of controversies. In addition to that, we discuss how the diagrams of concept lattices can be used to navigate between news articles.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 4 of its 39 references that are in the map. First posted on arXiv 25 Apr 2024.
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4 of 39 references.
References · 4
- 2021Quantifying the Conceptual Error in Dimensionality Reductioncited by 6
- 2023Greedy Discovery of Ordinal Factorscited by 3
- 2023Scaling Dimensioncited by 2
- 2023Towards Ordinal Data Sciencecited by 1
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