Toward a Dempster-Shafer theory of concepts
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Abstract (arXiv)
In this paper, we generalize the basic notions and results of Dempster-Shafer theory from predicates to formal concepts. Results include the representation of conceptual belief functions as inner measures of suitable probability functions, and a Dempster-Shafer rule of combination on belief functions on formal concepts.
Key facts. Cited by 4 papers in the map (data through 13 Oct 2026). First posted on arXiv 14 Aug 2019.
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Citing papers per year: 2022: 2; 2023: 1; 2024: 1.
4 papers.
- 2022Flexible categorization for auditing using formal concept analysis and Dempster-Shafer theorycited by 3
- 2023Outlier detection using flexible categorisation and interrogative agendascited by 1
- 2024Flexible categorization using formal concept analysis and Dempster-Shafer theorycited by 1
- 2022Updating belief functions over Belnap--Dunn logiccited by 0
- 2024Flexible categorization using formal concept analysis and Dempster-Shafer theory23 Aug 2024
- 2023Outlier detection using flexible categorisation and interrogative agendas19 Dec 2023
- 2022Flexible categorization for auditing using formal concept analysis and Dempster-Shafer theory31 Oct 2022
- 2022Updating belief functions over Belnap--Dunn logic30 May 2022