Per Year

@inproceedings{preface-woa2021,
   author = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834358},
   issn = {1613-0073},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   numpages = 2,
   pages = {i--ii},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scopus = {2-s2.0-85116895007},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Preface},
   url = {http://ceur-ws.org/Vol-2963/xpreface.pdf},
   volume = 2963,
   year = 2021
}

@inproceedings{psyke-woa2021,
   articleno = 3,
   author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/SabbatiniCCO21},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834364},
   issn = {1613-0073},
   keywords = {explainable AI, knowledge extraction, interpretable prediction, PSyKE},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   numpages = 20,
   pages = {29--48},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {879185583484020388},
   scopus = {2-s2.0-85116894019},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {On the Design of {PSyKE}: A Platform for Symbolic Knowledge Extraction},
   url = {http://ceur-ws.org/Vol-2963/paper14.pdf},
   volume = 2963,
   year = 2021
}

@proceedings{proceedings-woa2021,
   address = {Aachen, Germany},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/2021},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834360},
   issn = {1613-0073},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   pages = {II, 258},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {From Objects to Agents},
   url = {http://ceur-ws.org/Vol-2963/},
   volume = 2963,
   year = 2021
}

@inproceedings{xai-arg2P-causal2021,
   author = {Billi, Marco and Calegari, Roberta and Contissa, Giuseppe and Pisano, Giuseppe and Sartor, Galileo and Sartor, Giovanni},
   booktitle = {Workshop on Causal Reasoning and Explanation in Logic Programming (CAUSAL 2021)},
   editor = {LeBlanc, Emily and Vennekens, Joost and Son, Tran Cao and Cabalar, Pedro and Fandiño, Jorge and Balduccini, Marcello and Lierler, Yuliya},
   iris = {11585/836343},
   location = {Porto, Portugal (virtual)},
   month = sep,
   numpages = 14,
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Explainability through argumentation in logic programming},
   url = {http://ceur-ws.org/Vol-2970/causalpaper2.pdf},
   volume = 2970,
   year = 2021
}

@inproceedings{lptech4mas-aamas2021,
   acm = {10.5555/3463952.3464214},
   author = {Calegari, Roberta and Ciatto, Giovanni and Mascardi, Viviana and Omicini, Andrea},
   booktitle = {20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021)},
   dblp = {journals/aamas/CalegariCMO21},
   iris = {11585/819065},
   isbn = {978-1-4503-8307-3},
   issn = {2523-5699},
   keywords = {SLR, Logic-based Technologies, MAS},
   month = may,
   note = {Summary of ``Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review''},
   numpages = 3,
   pages = {1721-1723},
   scholar = {10241330461334370464},
   scopus = {2-s2.0-85112328211},
   title = {Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review},
   url = {http://dl.acm.org/doi/10.5555/3463952.3464214},
   urlpdf = {http://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1721.pdf},
   year = 2021
}

@inproceedings{arg2p-cilc2021,
   address = {Parma, Italy},
   author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
   booktitle = {CILC 2021 -- Italian Conference on Computational Logic. Proceedings of the 36th Italian Conference on Computational Logic},
   dblp = {conf/cilc/PisanoCOS21},
   editor = {Monica, Stefania and Bergenti, Federico},
   iris = {11585/838785},
   issn = {1613-0073},
   keywords = {Argumentation · Defeasible preferences · Arg2P},
   month = {7-9~} # sep,
   pages = {16--30},
   publisher = {CEUR-WS},
   scholar = {12433999243058736062},
   scopus = {2-s2.0-85122863663},
   semanticscholar = {243990504},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {A Mechanism for Reasoning over Defeasible Preferences in {Arg\textsf{2}P}},
   url = {http://ceur-ws.org/Vol-3002/paper10.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3002/paper10.pdf},
   volume = 3002,
   year = 2021
}

@inproceedings{metabp-ai321,
   author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
   booktitle = {Advances in Argumentation in Artificial Intelligence 2021},
   dblp = {conf/aiia/PisanoCOS21},
   editor = {D'Agostino, Marcello and Aurelio D'Asaro, Fabio and Larese, Costanza},
   iris = {11585/893243},
   issn = {1613-0073},
   keywords = {burdens of persuasion, argumentation, meta-argumentation, reasoning over burdens},
   month = nov,
   note = {Proceedings of the Workshop on Advances in Argumentation in Artificial Intelligence (AI$^{3}$ 2021), co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), Milan, November 29, 2021},
   numpages = 19,
   pages = {5:1--5:19},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {10187981790280478304},
   scopus = {2-s2.0-85125434069},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Burden of persuasion in argumentation: A meta-argumentation approach},
   url = {http://ceur-ws.org/Vol-3086/paper5.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3086/paper5.pdf},
   volume = 3086,
   year = 2021
}

@inproceedings{gnn-woa2021,
   articleno = 8,
   author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/AgiolloCO21},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834362},
   issn = {1613-0073},
   keywords = {Graph Neural Networks, Machine Learning, Embedding, Computational Logic},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   numpages = 18,
   pages = {98--115},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {817372786663443317},
   scopus = {2-s2.0-85116916925},
   semanticscholar = {238360605},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap},
   url = {http://ceur-ws.org/Vol-2963/paper18.pdf},
   volume = 2963,
   year = 2021
}

@book{russellnorvig-ai,
   address = {Englewood Cliffs, NJ, USA},
   author = {Russell, Stuart J. and Norvig, Peter},
   edition = {4th Global},
   eisbn = {1-292-40113-3},
   isbn = {978-0-13-604259-4},
   isbn-10 = {0-13-604259-7},
   isbn10 = {0-13-604259-7},
   note = {Complementary materials at http://aima.cs.berkeley.edu/global-index.html},
   numpages = 1166,
   publisher = {Pearson Education Limited},
   title = {Artificial Intelligence: A Modern Approach},
   url = {https://www.pearson.com/uk/educators/higher-education-educators/program/Russell-Artificial-Intelligence-A-Modern-Approach-Global-Edition-4th-Edition/PGM100003084094.html},
   year = 2021
}

@article{mlexplanations-corr210607756,
   author = {Verma, Sahil and Dickerson, John P. and Hines, Keegan},
   eprint = {2106.07756},
   eprinttype = {arXiv},
   journal = {CoRR},
   title = {Counterfactual Explanations for Machine Learning: {C}hallenges Revisited},
   url = {https://arxiv.org/abs/2106.07756},
   urlopenaccess = {https://arxiv.org/pdf/2106.07756.pdf},
   urlpdf = {https://arxiv.org/pdf/2106.07756.pdf},
   volume = {abs/2106.07756},
   year = 2021
}

@inproceedings{distributedarg-woa2021,
   articleno = 12,
   author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/PisanoCO21},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834366},
   issn = {1613-0073},
   keywords = {Argumentation, MAS, cooperative argumentation, distributed argumentation process},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   numpages = 16,
   pages = {162--177},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {13615595110063768054},
   scopus = {2-s2.0-85116856131},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Towards cooperative argumentation for {MAS}: An actor-based approach},
   url = {http://ceur-ws.org/Vol-2963/paper17.pdf},
   volume = 2963,
   year = 2021
}