LEADER 04625nam 22008055 450 001 9911047673103321 005 20251010131455.0 010 $a3-032-01399-2 024 7 $a10.1007/978-3-032-01399-6 035 $a(MiAaPQ)EBC32337118 035 $a(Au-PeEL)EBL32337118 035 $a(CKB)41597858300041 035 $a(DE-He213)978-3-032-01399-6 035 $a(OCoLC)1547899554 035 $a(EXLCZ)9941597858300041 100 $a20251010d2026 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable, Trustworthy, and Responsible AI and Multi-Agent Systems $e7th International Workshop, EXTRAAMAS 2025, Detroit, MI, USA, May 19?20, 2025, Revised Selected Papers /$fedited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Simona Tiribelli, Kary Främling 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (352 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15936 311 08$a3-032-01398-4 327 $aAI Interpretation & Social Dimensions -- Enhancing Surrogate Decision Trees for Reinforcement Learning with Feature Importance Matrices -- Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming -- Explaining Autonomous Vehicles with Intention-aware Policy Graphs -- Social Explainable AI: What Is It and How to Make It Happen with CIU?- LLMs & Generative AI in XAI -- Evaluating Prompt Engineering Techniques for Accuracy and Confidence Elicitation in Medical LLMs -- LLM-based Evaluation Methodology of Explanation Strategies -- LLM-based Evaluation Methodology of Explanation Strategies -- Agent Architectures & Inter-Agent Explainability -- Ladder of Intentions: Unifying Agent Architectures for Explainability and Transferability -- Engineering Inter-Agent Explainability in BDI Agents -- Human-XAI Interaction, Quality & Ethics -- Beyond Satisfaction: From Placebic to Actionable Explanations For Enhanced Understandability -- Building a Decolonized AI Ethics and Governance Framework -- Balancing Ethical Persuasion and Explanation Transparency in XAI -- Designing for Effective Human-XAI Inter-action. 330 $aThis book constitutes the refereed post-conference proceedings of the 7th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2025, held in Detroit, MI, USA, during May 19-20, 2025. The 12 full papers and 1 short paper included in this book were carefully reviewed and selected from 23 submissions. They were organized in topical sections as follows: AI interpretation & social dimensions; LLMs & generative AI in XAI; agent architectures & inter-agent explainability; and human-XAI interaction, quality & ethics. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v15936 606 $aMachine learning 606 $aCompilers (Computer programs) 606 $aNatural language processing (Computer science) 606 $aComputer science 606 $aComputers, Special purpose 606 $aMultiagent systems 606 $aMachine Learning 606 $aCompilers and Interpreters 606 $aNatural Language Processing (NLP) 606 $aTheory of Computation 606 $aSpecial Purpose and Application-Based Systems 606 $aMultiagent Systems 615 0$aMachine learning. 615 0$aCompilers (Computer programs) 615 0$aNatural language processing (Computer science) 615 0$aComputer science. 615 0$aComputers, Special purpose. 615 0$aMultiagent systems. 615 14$aMachine Learning. 615 24$aCompilers and Interpreters. 615 24$aNatural Language Processing (NLP). 615 24$aTheory of Computation. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aMultiagent Systems. 676 $a006.31 700 $aCalvaresi$b Davide$01426774 701 $aNajjar$b Amro$01426775 701 $aOmicini$b Andrea$01310442 701 $aAydogan$b Reyhan$01426776 701 $aCarli$b Rachele$01426777 701 $aCiatto$b Giovanni$01426778 701 $aTiribelli$b Simona$01777552 701 $aämling$b Kary$01426780 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047673103321 996 $aExplainable, Trustworthy, and Responsible AI and Multi-Agent Systems$94466429 997 $aUNINA