PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis

Plenz M, Heinisch P, Frank A, Cimiano P (2024)
In: Robust Argumentation Machines (RATIO 2024) . Cimiano P, Frank A, Kohlhase M, Stein B (Eds); Lecture Notes in Artificial Intelligence, 14638. Cham: Springer: 89-107.

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Autor*in
Plenz, Moritz; Heinisch, PhilippUniBi; Frank, Anette; Cimiano, PhilippUniBi
Herausgeber*in
Cimiano, Philipp; Frank, Anette; Kohlhase, Michael; Stein, Benno
Abstract / Bemerkung
Deliberative processes play a vital role in shaping opinions, decisions and policies in our society. In contrast to persuasive debates, deliberation aims to foster understanding of conflicting perspectives among interested parties. The exchange of arguments in deliberation serves to elucidate viewpoints, to raise awareness of conflicting interests, and to finally converge on a resolution. To better understand and analyze the underlying processes of deliberation, we propose PAKT, a Perspectivized Argumentation Knowledge Graph and Tool. The graph structures the argumentative space across diverse topics, where arguments i) are divided into premises and conclusions, ii) are annotated for stances, framings and their underlying values and iii) are connected to background knowledge. We show how to construct PAKT and conduct case studies on the obtained multifaceted argumentation graph. Our findings show the analytical potential offered by our framework, highlighting the capability to go beyond individual arguments and to reveal structural patterns in the way participants and stakeholders argue in a debate. The overarching goal of our work is to facilitate constructive discourse and informed decision making as a special form of argumentation. We offer public access to PAKT and its rich capabilities to support analytics, visualization, navigation and efficient search, for diverse forms of argumentation (GitHub: www.github.com/Heidelberg- NLP/PAKT Website:www.webtentacle1.techfak.uni-bielefeld.de/accept/).
Stichworte
Argumentation; Deliberation; Knowledge Graph
Erscheinungsjahr
2024
Titel des Konferenzbandes
Robust Argumentation Machines (RATIO 2024)
Serien- oder Zeitschriftentitel
Lecture Notes in Artificial Intelligence
Band
14638
Seite(n)
89-107
Konferenz
1st International Conference on Robust Argumentation Machines (RATIO)
Konferenzort
Bielefeld, Germany
Konferenzdatum
2024-06-05 – 2024-06-07
ISBN
978-3-031-63535-9, 978-3-031-63536-6
ISSN
2945-9133
eISSN
1611-3349
Page URI
https://pub.uni-bielefeld.de/record/2993895

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Plenz M, Heinisch P, Frank A, Cimiano P. PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis. In: Cimiano P, Frank A, Kohlhase M, Stein B, eds. Robust Argumentation Machines (RATIO 2024) . Lecture Notes in Artificial Intelligence. Vol 14638. Cham: Springer; 2024: 89-107.
Plenz, M., Heinisch, P., Frank, A., & Cimiano, P. (2024). PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis. In P. Cimiano, A. Frank, M. Kohlhase, & B. Stein (Eds.), Lecture Notes in Artificial Intelligence: Vol. 14638. Robust Argumentation Machines (RATIO 2024) (pp. 89-107). Cham: Springer. https://doi.org/10.1007/978-3-031-63536-6_6
Plenz, Moritz, Heinisch, Philipp, Frank, Anette, and Cimiano, Philipp. 2024. “PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis”. In Robust Argumentation Machines (RATIO 2024) , ed. Philipp Cimiano, Anette Frank, Michael Kohlhase, and Benno Stein, 14638:89-107. Lecture Notes in Artificial Intelligence. Cham: Springer.
Plenz, M., Heinisch, P., Frank, A., and Cimiano, P. (2024). “PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis” in Robust Argumentation Machines (RATIO 2024) , Cimiano, P., Frank, A., Kohlhase, M., and Stein, B. eds. Lecture Notes in Artificial Intelligence, vol. 14638, (Cham: Springer), 89-107.
Plenz, M., et al., 2024. PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis. In P. Cimiano, et al., eds. Robust Argumentation Machines (RATIO 2024) . Lecture Notes in Artificial Intelligence. no.14638 Cham: Springer, pp. 89-107.
M. Plenz, et al., “PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis”, Robust Argumentation Machines (RATIO 2024) , P. Cimiano, et al., eds., Lecture Notes in Artificial Intelligence, vol. 14638, Cham: Springer, 2024, pp.89-107.
Plenz, M., Heinisch, P., Frank, A., Cimiano, P.: PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis. In: Cimiano, P., Frank, A., Kohlhase, M., and Stein, B. (eds.) Robust Argumentation Machines (RATIO 2024) . Lecture Notes in Artificial Intelligence. 14638, p. 89-107. Springer, Cham (2024).
Plenz, Moritz, Heinisch, Philipp, Frank, Anette, and Cimiano, Philipp. “PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis”. Robust Argumentation Machines (RATIO 2024) . Ed. Philipp Cimiano, Anette Frank, Michael Kohlhase, and Benno Stein. Cham: Springer, 2024.Vol. 14638. Lecture Notes in Artificial Intelligence. 89-107.