A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

by Graziani, Mara and Dutkiewicz, Lidia and Calvaresi, Davide and Amorim, Jos{'e} Pereira and Yordanova, Katerina and Vered, Mor and Nair, Rahul and Abreu, Pedro Henriques and Blanke, Tobias and Pulignano, Valeria and Prior, John O. and Lauwaert, Lode and Reijers, Wessel and Depeursinge, Adrien and Andrearczyk, Vincent and Müller, Henning Abstract Since its emergence in the 1960s, Artificial Intelligence (AI) has grown to conquer many technology products and their fields of application.
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Human-Social Robots Interaction: the blurred line between necessary anthropomorphization and manipulation

by Rachele Carli and Amro Najjar and Davide Calvaresi Abstract TBD How to access URL: http://publications.hevs.ch/index.php/publications/show/2932 DOI: https://doi.org/10.1145/3527188.3563941 How to cite Bibtex @inproceedings{CarliNC22, author = {Rachele Carli and Amro Najjar and Davide Calvaresi}, editor = {Christoph Bartneck and Takayuki Kanda and Mohammad Obaid and Wafa Johal}, title = {Human-Social Robots Interaction: The Blurred Line between Necessary Anthropomorphization and Manipulation}, booktitle = {International Conference on Human-Agent Interaction, {HAI} 2022, Christchurch, New Zealand, December 5-8, 2022}, pages = {321--323}, publisher = {{ACM}}, year = {2022}, url = {https://doi.
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On Explainable Negotiations via Argumentation

by Contreras, Victor and Aydoğan, Reyhan and Najjar, Amro and Calvaresi, Davide Abstract TBD How to access URL: http://publications.hevs.ch/index.php/publications/show/2883 How to cite Bibtex @incollection{canc-bnaic-2021-explanable-negotiations, address = {}, author = {Contreras, Victor and Aydoğan, Reyhan and Najjar, Amro and Calvaresi, Davide}, booktitle = {Proceedings of BNAIC 2021}, doi = {}, editor = {}, isbn = {}, isbn-online = {}, issn = {}, keywords = {explainable negotiation}, pages = {}, publisher = {ACM}, series = {}, subseries = {}, title = {On Explainable Negotiations via Argumentation}, url = {http://publications.
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Integration of local and global features explanation with global rules extraction and generation tools

by Contreras, Victor and Schumacher, Michael and Calvaresi, Davide Abstract TBD How to access TBD How to cite Bibtex @InCollection{csc-extraamas2022-local-global, author = {Contreras, Victor and Schumacher, Michael and Calvaresi, Davide}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Fourth International Workshop, EXTRAAMAS 2022, Virtual Event, May, 2022, Revised Selected Papers}, publisher = {Springer Nature}, title = {Integration of local and global features explanation with global rules extraction and generation tools}, year = {2022}, address = {Basel, Switzerland}, editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary}, series = {Lecture Notes in Computer Science}, keywords = {Local explainability; Global explainability; Feature ranking; rule extraction}, subseries = {Lecture Notes in Artificial Intelligence}, }

The quest of parsimonious XAI: A human-agent architecture for explanation formulation

by Yazan Mualla and Igor Tchappi and Timotheus Kampik and Amro Najjar and Davide Calvaresi and Abdeljalil Abbas-Turki and Stéphane Galland and Christophe Nicolle Abstract With the widespread use of Artificial Intelligence (AI), understanding the behavior of intelligent agents and robots is crucial to guarantee successful human-agent collaboration since it is not straightforward for humans to understand an agent’s state of mind. Recent empirical studies have confirmed that explaining a system’s behavior to human users fosters the latter’s acceptance of the system.
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