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020 _a9783030519247
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024 7 _a10.1007/978-3-030-51924-7
_2doi
050 4 _aQA76.76.I58
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_2bicssc
072 7 _aCOM004000
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082 0 4 _a006.30285436
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245 1 0 _aExplainable, Transparent Autonomous Agents and Multi-Agent Systems
_h[electronic resource] :
_bSecond International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers /
_cedited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aX, 155 p. 63 illus., 27 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12175
505 0 _aExplainable Agents -- Agent-Based Explanations in AI: Towards an Abstract Framework -- Agent EXPRI: Licence to Explain -- In-time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap -- Cross Disciplinary XAI -- Decision Theory Meets Explainable AI -- Towards the Role of Theory of Mind in Explanation -- A Situation Awareness-Based Framework for Design and Evaluation of Explainable AI -- Explainable Machine Learning -- Towards Demystifying Subliminal Persuasiveness - Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches -- Explainable Agents for Less Bias in Human-Agent Decision Making -- Demos -- Explainable Agents as Static Web Pages: A UAV Simulation Example.
520 _aThis book constitutes the proceedings of the Second International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020, which was due to be held in Auckland, New Zealand, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 8 revised and extended papers were carefully selected from 20 submissions and are presented here with one demo paper. The papers are organized in the following topical sections: explainable agents; cross disciplinary XAI; explainable machine learning; demos.
650 0 _aMultiagent systems.
650 0 _aArtificial intelligence.
650 0 _aDatabase management.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aSocial sciences
_xData processing.
650 1 4 _aMultiagent Systems.
650 2 4 _aArtificial Intelligence.
650 2 4 _aDatabase Management System.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aCalvaresi, Davide.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNajjar, Amro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWinikoff, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aFrämling, Kary.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030519230
776 0 8 _iPrinted edition:
_z9783030519254
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12175
856 4 0 _uhttps://doi.org/10.1007/978-3-030-51924-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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