URI | http://purl.tuc.gr/dl/dias/F38E7F94-F5D3-47D8-BBF2-4525C6F255AE | - |
Αναγνωριστικό | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85138323934&partnerID=40&md5=c72903427ed5360a65f11451715df840 | - |
Αναγνωριστικό | https://ceur-ws.org/Vol-3209/1871.pdf | - |
Γλώσσα | en | - |
Μέγεθος | 13 pages | en |
Τίτλος | Application level explanations for argumentation-based decision making | en |
Δημιουργός | Spanoudakis Nikolaos | en |
Δημιουργός | Σπανουδακης Νικολαος | el |
Δημιουργός | Kakas Antonis | en |
Δημιουργός | Koumi Adamos | en |
Εκδότης | CEUR Workshop Proceedings (CEUR-WS.org) | en |
Περίληψη | In 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 |
Τύπος | Πλήρης Δημοσίευση σε Συνέδριο | el |
Τύπος | Conference Full Paper | en |
Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
Ημερομηνία | 2025-02-13 | - |
Ημερομηνία Δημοσίευσης | 2022 | - |
Θεματική Κατηγορία | Explainable AI | en |
Θεματική Κατηγορία | Argumentation-based Decision Making | en |
Θεματική Κατηγορία | Software as a Service | en |
Θεματική Κατηγορία | Decision Support Systems | en |
Βιβλιογραφική Αναφορά | N. 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 |