NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces
Research output: Contribution to book/conference proceedings/anthology/report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Recent developments on solvers for abstract argumentation frameworks (AFs) made them capable to compute extensions for many semantics efficiently. However, for many input instances these solution spaces can become very large and incomprehensible. So far, for the further exploration and investigation of the AF solution space the user needs to use post-processing methods or handcrafted tools. To compare and explore the solution spaces of two selected semantics, we propose an approach that visually supports the user, via a combination of dimensionality reduction of argumentation extensions and a projection of extensions to sets of accepted or rejected arguments. We introduce the novel web-based visualization tool NEXAS that allows for an interactive exploration of the solution space together with a statistical analysis of the acceptance of individual arguments for the selected semantics, as well as provides an interactive correlation matrix for the acceptance of arguments. We validate the tool with a walk-Through along three use cases.
Details
Original language | English |
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Title of host publication | Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022) |
Editors | Francesca Toni, Sylwia Polberg, Richard Booth, Martin Caminada, Hiroyuki Kido |
Publisher | IOS Press, Amsterdam [u. a.] |
Pages | 116–127 |
Number of pages | 12 |
Volume | 220146 |
ISBN (electronic) | 9781643683065 |
ISBN (print) | 9781643683065 |
Publication status | Published - 1 Sept 2022 |
Peer-reviewed | Yes |
Publication series
Series | FAIA |
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External IDs
Scopus | 85139483458 |
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dblp | conf/comma/Yang22 |
Mendeley | 7632251b-8984-34c9-a14c-a52de3f7a0b0 |
unpaywall | 10.3233/faia220146 |
ORCID | /0000-0002-2176-876X/work/154740490 |
ORCID | /0000-0003-1029-7656/work/166324026 |
Keywords
ASJC Scopus subject areas
Keywords
- abstract argumentation, solution space exploration, visualization