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Application level explanations for argumentation-based decision making

Spanoudakis Nikolaos, Kakas Antonis, Koumi Adamos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/F38E7F94-F5D3-47D8-BBF2-4525C6F255AE-
Αναγνωριστικόhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85138323934&partnerID=40&md5=c72903427ed5360a65f11451715df840-
Αναγνωριστικόhttps://ceur-ws.org/Vol-3209/1871.pdf-
Γλώσσαen-
Μέγεθος13 pagesen
ΤίτλοςApplication level explanations for argumentation-based decision makingen
ΔημιουργόςSpanoudakis Nikolaosen
ΔημιουργόςΣπανουδακης Νικολαοςel
ΔημιουργόςKakas Antonisen
ΔημιουργόςKoumi Adamosen
ΕκδότηςCEUR Workshop Proceedings (CEUR-WS.org)en
ΠερίληψηIn this paper we explore the explainability of the Gorgias argumentation framework. Gorgias is being used for automated decision-making or decision-support in real-world systems development. The dialectical argumentation reasoning within the Gorgias framework gives, besides an admissibly supported Position, an internal representation of the argumentative reasoning that leads to this. This representation, can be manipulated by applications to produce case-based human readable explanations. It is also employed by the Gorgias Cloud web-based integrated application development environment that facilitates the development of argumentation-based systems over the internet for providing human-readable explanations. These explanations can assist both in the development and in the validation of the theory capturing the knowledge of an application.en
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2025-02-13-
Ημερομηνία Δημοσίευσης2022-
Θεματική ΚατηγορίαExplainable AIen
Θεματική ΚατηγορίαArgumentation-based Decision Makingen
Θεματική ΚατηγορίαSoftware as a Serviceen
Θεματική ΚατηγορίαDecision Support Systemsen
Βιβλιογραφική ΑναφοράN. I. Spanoudakis, A. C. Kakas and A. Koumi, “Application level explanations for argumentation-based decision making,” in CEUR Workshop Proceedings - 1st International Workshop on Argumentation for eXplainable AI (ArgXAI, co-located with COMMA 2022), Cardiff, UK, 2022, vol. 3209, 2022.en

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