Per Year

 @incollection{kill-woa2022,
    author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/MagniniCO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899373},
    issn = {1613-0073},
    keywords = {symbolic knowledge injection; AI; ML; neural networks; KILL; PSyKI},
    month = nov,
    numpages = 16,
    pages = {61--76},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {514437633827732665},
    scopus = {2-s2.0-85142481549},
    semanticscholar = {253270036},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {A view to a {KILL}: Knowledge Injection via Lambda Layer},
    url = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper5.pdf},
    volume = 3261,
    year = 2022
} 

 @article{ctd-ia22,
    author = {Andrea Loreggia and Calegari, Roberta and Emiliano Lorini and Francesca Rossi and Sartor, Giovanni},
    dblp = {journals/ia/SabbatiniCCO22},
    doi = {10.3233/IA-221057},
    eissn = {2211-0097},
    iris = {11585/912872},
    issn = {1724-8035},
    journal = {Intelligenza Artificiale},
    keywords = {Deontic logic, GCP-nets, ceteris-paribus semantics, contrary-to-duty, strong and weak permission},
    month = dec,
    number = 2,
    numpages = 22,
    pages = {185-198},
    publisher = {IOS Press},
    scholar = {7559675640918015038},
    scopus = {2-s2.0-85146170765},
    title = {How to model contrary-to-duty with GCP-nets},
    url = {https://content.iospress.com/articles/intelligenza-artificiale/ia221057},
    volume = 16,
    wos = {000905455600003},
    year = 2022
} 

 @inproceedings{calegari-aixia2021,
	address = {Cham},
	author = {Calegari, Roberta and Contissa, Giuseppe and Pisano, Giuseppe and Sartor, Galileo and Sartor, Giovanni},
	booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
	doi = 10.1007/978-3-031-08421-8_7,
	editor = {Bandini, Stefania and Gasparini, Francesca and Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
	isbn = {978-3-031-08421-8},
	month = jul,
	pages = {91--103},
	publisher = {Springer International Publishing},
	series = {Lecture Notes in Computer Science},
	title = {Modular Logic Argumentation in Arg-TuProlog},
	volume = 13196,
	year = 2022} 

 @article{woa2021editorial-ia16,
    author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    dblp = {journals/ia/CalegariCOV22},
    doi = {10.3233/IA-220141},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    eissn = {2211-0097},
    iris = {11585/890645},
    issn = {1724-8035},
    journal = {Intelligenza Artificiale},
    month = jul,
    note = {Editorial},
    number = 1,
    numpages = 3,
    pages = {3--5},
    publisher = {IOS Press},
    scholar = {6709418487090647027},
    scopus = {2-s2.0-85134154125},
    semanticscholar = {250399907},
    title = {Special Issue for the 22nd {W}orkshop ``{F}rom {O}bjects to {A}gents'' ({WOA} 2021)},
    url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
    urlopenaccess = {https://content.iospress.com/download/intelligenza-artificiale/ia220141?id=intelligenza-artificiale/ia220141},
    volume = 16,
    wos = {WOS:000825367300001},
    year = 2022
} 

 @article{ricci-wodt2021,
    acm = {10.1145/3507909},
    articleno = 101,
    author = {Ricci, Alessandro and Croatti, Angelo and Mariani, Stefano and Montagna, Sara and Marco Picone},
    doi = {10.1145/3507909},
    journal = {ACM Transactions on Internet Technology},
    number = 4,
    numpages = 30,
    semanticscholar = {246488871},
    title = {Web of Digital Twins},
    url = {https://dl.acm.org/doi/10.1145/3507909},
    urlpdf = {https://dl.acm.org/doi/pdf/10.1145/3507909},
    volume = 22,
    year = 2022
} 

 @article{psyke-ia16,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    dblp = {journals/ia/SabbatiniCCO22},
    doi = {10.3233/IA-210120},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe},
    eissn = {2211-0097},
    iris = {11585/890822},
    issn = {1724-8035},
    journal = {Intelligenza Artificiale},
    keywords = {Explainable AI, knowledge extraction, interpretable prediction, PSyKE},
    month = jul,
    number = 1,
    numpages = 22,
    pages = {27--48},
    publisher = {IOS Press},
    scholar = {7559675640918015038},
    scopus = {2-s2.0-85134193338},
    semanticscholar = {250400188},
    title = {Symbolic knowledge extraction from opaque {ML} predictors in {PSyKE}: Platform design \& experiments},
    url = {https://content.iospress.com/articles/intelligenza-artificiale/ia220141},
    volume = 16,
    wos = {WOS:000825367300003},
    year = 2022
} 

 @inproceedings{kins-cilc2022,
    author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {CILC 2022 -- Italian Conference on Computational Logic},
    dblp = {conf/cilc/MagniniCO22},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
    iris = {11585/899494},
    issn = {1613-0073},
    keywords = {neural network; explainable AI; symbolic knowledge injection; KINS; PSyKI},
    location = {Bologna, Italy},
    numpages = 14,
    pages = {254--267},
    publisher = {CEUR-WS},
    scholar = {10469078385425944401},
    scopus = {2-s2.0-85138240764},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {{KINS}: Knowledge Injection via Network Structuring},
    url = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3204/paper_25.pdf},
    volume = 3204,
    year = 2022
} 

 @inproceedings{preface-cilc2022,
    author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {CILC 2022 -- Italian Conference on Computational Logic},
    editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
    iris = {11585/899481},
    issn = {1613-0073},
    keywords = {neural network; explainable AI; symbolic knowledge injection; KINS; PSyKI},
    location = {Bologna, Italy},
    numpages = 2,
    pages = {i--ii},
    publisher = {CEUR-WS},
    scholar = {3420577376460146552},
    scopus = {2-s2.0-85138309193},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Preface -- {P}roceedings of the 37th {I}talian {C}onference on {C}omputational {L}ogic ({CILC 2022})},
    url = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3204/xpreface.pdf},
    volume = 3204,
    year = 2022
} 

 @incollection{skiqs-woa2022,
    author = {Agiollo, Andrea and Rafanelli, Andrea and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/AgiolloRO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899383},
    issn = {1613-0073},
    keywords = {symbolic knowledge injection, quality of service, efficiency, understandability, robustness},
    month = nov,
    numpages = 18,
    pages = {30--47},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {5478874943780106057},
    scopus = {2-s2.0-85142522311},
    semanticscholar = {253270240},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
    url = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper3.pdf},
    volume = 3261,
    year = 2022
} 

 @article{arg2p-jlc32,
    author = {Calegari, Roberta and Pisano, Giuseppe and Omicini, Andrea and Sartor, Giovanni},
    dblp = {journals/logcom/CalegariOPS22},
    doi = {10.1093/logcom/exab089},
    editors = {Calimeri, Francesco and Perri, Simona and Zumpano. Ester},
    iris = {11585/877812},
    issn = {0955-792X},
    journal = {Journal of Logic and Computation},
    keywords = {Arg2P, intelligent systems engineering, explainable intelligent systems, logic-based technology, argumentation, defeasible reasoning, multi-agent systems},
    month = mar,
    note = {{S}pecial {I}ssue from the 35th Italian Conference on Computational Logic ({CILC} 2020)},
    number = 2,
    pages = {369--401},
    publisher = {Oxford University Press},
    scholar = {7687317421217944977},
    scopus = {2-s2.0-85126283334},
    title = {{Arg\textsf{2}P}: An argumentation framework for explainable intelligent systems},
    url = {https://academic.oup.com/logcom/article-abstract/32/2/369/6513341},
    volume = 32,
    wos = {000762067600009},
    year = 2022
} 

 @incollection{burdenofpersuasion-aixia2021,
    address = {Cham},
    author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Sartor, Giovanni},
    booktitle = {AIxIA 2021 -- Advances in Artificial Intelligence},
    dblp = {conf/aiia/PisanoCOS21},
    doi = {10.1007/978-3-031-08421-8_8},
    editor = {Bandini, Stefania and Gasparini, Francesca and Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
    iris = {11585/893244},
    isbn = {978-3-031-08421-8},
    keywords = {Burdens of persuasion · Argumentation · Meta-argumentation},
    location = {Milan, Italy},
    month = jul,
    pages = {104--119},
    publisher = {Springer International Publishing},
    scholar = {17799901578643288638},
    scopus = {2-s2.0-85135015182},
    series = {Lecture Notes in Computer Science},
    subseries = {AI*IA Series},
    title = {Burden of Persuasion in Meta-argumentation},
    url = {http://link.springer.com/10.1007/978-3-031-08421-8_8},
    urlopenaccess = {https://cris.unibo.it/retrieve/005890bb-146a-4ab9-9b0b-63a7032c6e9d/AIxIA2021-METABP.pdf},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-08421-8_8.pdf},
    volume = 13196,
    wos = {WOS:000876859300008},
    year = 2022
} 

 @article{conflictscomma2022,
    author = {Pisano, Giuseppe and Calegari, Roberta and Henry Prakken and Sartor, Giovanni},
    booktitle = {Computational Models of Argument},
    doi = {10.3233/FAIA220160},
    editor = {Francesca Toni and Sylwia Polberg and Richard Booth and Martin Caminada and Hiroyuki Kido},
    eisbn = {978-1-64368-307-2},
    institution = {Cardiff University},
    isbn = {978-1-64368-306-5},
    keywords = {meta-argumentation, argumentation, ASPIC+},
    location = {Cardiff},
    numpages = 12,
    pages = {284--295},
    publisher = {IOS Press},
    series = {Frontiers in Artificial Intelligence and Applications},
    title = {Arguing About the Existence of Conflicts},
    url = {https://ebooks.iospress.nl/volumearticle/60756},
    volume = 353,
    year = 2022
} 

 @inproceedings{gnn2gnn-uai2022,
    author = {Agiollo, Andrea and Omicini, Andrea},
    booktitle = {Uncertainty in Artificial Intelligence},
    dblp = {conf/uai/AgiolloO22},
    editor = {Cussens, James and Zhang, Kun},
    iris = {11585/899465},
    issn = {2640-3498},
    month = aug,
    note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands},
    pages = {32--42},
    publisher = {ML Research Press},
    scholar = {3643983533846865361},
    series = {Proceedings of Machine Learning Research},
    title = {{GNN2GNN}: Graph Neural Networks to Generate Neural Networks},
    url = {https://proceedings.mlr.press/v180/agiollo22a.html},
    urlopenaccess = {https://proceedings.mlr.press/v180/agiollo22a/agiollo22a.pdf},
    volume = 180,
    year = 2022
} 

 @incollection{swpsyke-extraamas2022,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
    chapter = 8,
    dblp = {conf/atal/SabbatiniCO22},
    doi = {10.1007/978-3-031-15565-9_8},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    iris = {11585/899474},
    isbn = {978-3-031-15564-2},
    keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
    numpages = 19,
    pages = {124--142},
    publisher = {Springer},
    scholar = {11339767386934277898},
    scopus = {2-s2.0-85140488560},
    series = {Lecture Notes in Computer Science},
    subtitle = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9–10, 2022, Revised Selected Papers},
    title = {Semantic Web-Based Interoperability for Intelligent Agents with {PSyKE}},
    url = {http://link.springer.com/10.1007/978-3-031-15565-9_8},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_8.pdf},
    volume = 13283,
    wos = {WOS:000870042100008},
    year = 2022
} 

 @incollection{hypercube-woa2022,
    author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
    booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
    dblp = {conf/woa/SabbatiniCCO22},
    editor = {Ferrando, Angelo and Mascardi, Viviana},
    iris = {11585/899358},
    issn = {1613-0073},
    keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; PSyKE},
    month = nov,
    numpages = 13,
    pages = {48--60},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {8614662013642803891},
    scopus = {2-s2.0-85142519111},
    semanticscholar = {253270041},
    series = {CEUR Workshop Proceedings},
    subseries = {AIxIA Series},
    title = {Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model},
    url = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    urlopenaccess = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    urlpdf = {http://ceur-ws.org/Vol-3261/paper4.pdf},
    volume = 3261,
    year = 2022
} 

 @ARTICLE {9325551,
author = {A. Ricci and A. Croatti and S. Montagna},
journal = {IEEE Internet Computing},
title = {Pervasive and Connected Digital Twins—A Vision for Digital Health},
year = {2022},
volume = {26},
number = {05},
issn = {1941-0131},
pages = {26-32},
abstract = {Healthcare is a primary domain where digital twins are being explored and applied. In this context, the main perspective explored in research and industry insofar is about the virtualization of standalone assets—such as devices, structures, and patients—in a digital twin as-an-application perspective. However, in the real world, these assets are often related to each other, taking part in the same processes and physical ecosystem. In this article, we discuss a vision in which digital twins are used to virtualizing contexts and situations involving multiple related strategic assets of a health organization, resulting in ecosystems of digital twins based on a digital-twin as-a-service perspective. Trauma management is considered as a specific concrete real-world example; nevertheless, open ecosystems of digital twins appear to be a blueprint for virtualizing complex physical realities applicable across different application domains.},
keywords = {digital twin;internet;hospitals;monitoring;real-time systems;interoperability;accidents},
doi = {10.1109/MIC.2021.3052039},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {sep}
} 

 @incollection{psyki-extraamas2022,
    author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
    booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
    chapter = 6,
    dblp = {conf/atal/MagniniCO22},
    doi = {10.1007/978-3-031-15565-9_6},
    editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary},
    eisbn = {978-3-031-15565-9},
    eissn = {1611-3349},
    iris = {11585/899511},
    isbn = {978-3-031-15564-2},
    issn = {0302-9743},
    keywords = {Symbolic Knowledge Injection, Explainable AI, XAI, Neural Networks, PSyKI},
    note = {4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9--10, 2022, Revised Selected Papers},
    pages = {90--108},
    publisher = {Springer},
    scholar = {7587528289517313138},
    scopus = {2-s2.0-85138317005},
    semanticscholar = {252545848},
    series = {Lecture Notes in Computer Science},
    title = {On the Design of {PSyKI}: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-15565-9_6},
    urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-15565-9_6.pdf},
    volume = 13283,
    wos = {WOS:000870042100006},
    year = 2022
} 

 @inproceedings{dcc-aixia-2021-plp,
	keywords = {probabilistic logic programming, symbolic AI, 2P-Kt},
	year = 2022,
	articleNo = 3,
	pages = {19-32},
	author = {Dellaluce, Jason and Calegari, Roberta and Ciatto, Giovanni},
	sort = {inproceedings},
	numpages = 14,
	volume = 3078,
	issn = {1613-0073},
	month = {jan},
	publisher = {Sun SITE Central Europe, RWTH Aachen University},
	status = {Published},
	title = {Probabilistic logic programming in 2P-Kt},
	booktitle = {AIxIA 2021 Discussion Papers},
	editor = {Mascardi, Viviana and Palmonari, Matteo and Vizzari, Giuseppe},
	url = {http://ceur-ws.org/Vol-3078/paper-29.pdf},
	series = {CEUR Workshop Proceedings},
	subseries = {AI*IA Series}
}