Conceptual Mapping of Controversies
Fuente:
arXiv
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| Autores principales: | , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866911859458703360 |
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| author | Draude, Claude Dürrschnabel, Dominik Hirth, Johannes Horn, Viktoria Kropf, Jonathan Lamla, Jörn Stumme, Gerd Uhlmann, Markus |
| author_facet | Draude, Claude Dürrschnabel, Dominik Hirth, Johannes Horn, Viktoria Kropf, Jonathan Lamla, Jörn Stumme, Gerd Uhlmann, Markus |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_18940 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Conceptual Mapping of Controversies Draude, Claude Dürrschnabel, Dominik Hirth, Johannes Horn, Viktoria Kropf, Jonathan Lamla, Jörn Stumme, Gerd Uhlmann, Markus Social and Information Networks Artificial Intelligence 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. |
| title | Conceptual Mapping of Controversies |
| topic | Social and Information Networks Artificial Intelligence |
| url | https://arxiv.org/abs/2404.18940 |