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 }
@proceedings{proceedings-cilc2022, address = {Bologna, Italy}, dblp = {conf/cilc/2022}, editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea}, iris = {11585/899538}, issn = {1613-0073}, note = {37th Italian Conference on Computational Logic (CILC 2022), Bologna, Italy, 29~} # jun # {--1~} # jul # {~2022. Proceedings}, numpages = 3, publisher = {CEUR-WS}, scholar = {2685358200094686924}, series = {CEUR Workshop Proceedings}, subseries = {AI*IA Series}, title = { {CILC 2022} -- {I}talian {C}onference on {C}omputational {L}ogic }, url = {http://ceur-ws.org/Vol-3204/}, volume = 3204, 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{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 }
@article{woa2021specialissue-ia16, author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe}, editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe}, eissn = {2211-0097}, iris = {11585/890644}, issn = {1724-8035}, journal = {Intelligenza Artificiale}, month = jul, note = {Special Issue}, number = 1, publisher = {IOS Press}, scholar = {14076350362719309270}, title = {Selected papers from the 22nd {W}orkshop ``{F}rom {O}bjects to {A}gents'' ({WOA} 2021)}, url = {https://content.iospress.com/articles/intelligenza-artificiale/ia161s1}, urlopenaccess = {https://content.iospress.com/download/intelligenza-artificiale/ia161s1?id=intelligenza-artificiale%2Fia161s1}, volume = 16, 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 }
@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 }
@incollection{shallow2deep-extraamas2021, address = {Cham, Switzerland}, author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers}, dblp = {conf/atal/AgiolloCO21}, doi = {10.1007/978-3-030-82017-6_5}, editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary}, eisbn = {978-3-030-82017-6}, eissn = {1611-3349}, iris = {11585/838540}, isbn = {978-3-030-82016-9}, issn = {0302-9743}, keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability}, numpages = 20, pages = {63--82}, publisher = {Springer}, scholar = {8606811357246615623}, scopus = {2-s2.0-85113325735}, semanticscholar = {236460263}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search}, url = {http://link.springer.com/10.1007/978-3-030-82017-6_5}, volume = 12688, wos = {000691781800005}, 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 }
@article{2pkt-swx16, articleno = 100817, author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, dblp = {journals/softx/CiattoCO21}, doi = {10.1016/j.softx.2021.100817}, iris = {11585/834368}, issn = {2352-7110}, journal = {SoftwareX}, keywords = {logic programming, artificial intelligence, Prolog, Kotlin, tuProlog}, month = dec, numpages = 7, pages = {100817:1--100817:7}, publisher = {Elsevier B.V.}, scholar = {11747595476298173121}, scopus = {2-s2.0-85122782224}, semanticscholar = {244208338}, title = {{\textsf{2}P-\textsc{Kt}}: A Logic-Based Ecosystem for Symbolic {AI}}, url = {https://www.sciencedirect.com/science/article/pii/S2352711021001126}, urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/834368/829533/1-s2.0-S2352711021001126-main.pdf}, urlpdf = {https://www.sciencedirect.com/sdfe/reader/pii/S2352711021001126/pdf}, volume = 16, wos = {000706078900005}, year = 2021 }
@incollection{expectation-extraamas2021, address = {Basel, Switzerland}, author = {Calvaresi, Davide and Ciatto, Giovanni and Najjar, Amro and Aydoğan, Reyhan and Van der Torre, Leon and Omicini, Andrea and Schumacher, Michael I.}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers}, dblp = {conf/atal/CalvaresiCNATO021}, doi = {10.1007/978-3-030-82017-6_20}, editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary}, eisbn = {978-3-030-82017-6}, eissn = {1611-3349}, iris = {11585/838535}, isbn = {978-3-030-82016-9}, issn = {0302-9743}, keywords = {Multi-agent systems; eXplanable AI; Chist-Era IV; Personalisation; Decentralisation; Expectation}, month = jul, pages = {331--343}, publisher = {Springer Nature}, scholar = {13608075469949443971}, scopus = {2-s2.0-85113351710}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {{\textsc{Expectation}}: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge}, url = {http://link.springer.com/10.1007/978-3-030-82017-6_20}, urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/838535/839498/extraamas-2021-expectation.pdf}, urlpdf = {http://link.springer.com/content/pdf/10.1007/978-3-030-82017-6_20.pdf}, volume = 12688, wos = {000691781800020}, year = 2021 }
@incollection{2pkt-jelia2021, author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, booktitle = {Logics in Artificial Intelligence}, dblp = {conf/jelia/CiattoCO21}, doi = {10.1007/978-3-030-75775-5_27}, editor = {Faber, Wolfgang and Friedrich, Gerhard and Gebser, Martin and Morak, Michael}, iris = {11585/838787}, keywords = {Prolog; Stream processing; 2P-Kt; State machine}, note = {17th European Conference, JELIA 2021, Virtual Event, May 17--20, 2021, Proceedings}, numpages = 14, pages = {407--420}, publisher = {Springer}, scholar = {10383616383578677634}, scopus = {2-s2.0-85111134199}, semanticscholar = {234475670}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {Lazy Stream Manipulation in {P}rolog via Backtracking: The Case of \textsf{2}{P}-\textsc{Kt}}, url = {http://link.springer.com/10.1007/978-3-030-75775-5_27}, urlpdf = {http://link.springer.com/content/pdf/10.1007/978-3-030-75775-5_27.pdf}, volume = 12678, year = 2021 }
@incollection{gridex-extraamas2021, address = {Cham, Switzerland}, author = {Sabbatini, Federico and Ciatto, Giovanni and Omicini, Andrea}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers}, dblp = {conf/atal/SabbatiniCO21}, doi = {10.1007/978-3-030-82017-6_2}, editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Främling, Kary}, eisbn = {978-3-030-82017-6}, eissn = {1611-3349}, iris = {11585/834616}, isbn = {978-3-030-82016-9}, issn = {0302-9743}, keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; Regression; Iter; GridEx}, month = jul, numpages = 21, pages = {18--38}, publisher = {Springer Nature}, scholar = {855045469053426346}, scopus = {2-s2.0-85113335454}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {{GridEx}: An Algorithm for Knowledge Extraction from Black-Box Regressors}, url = {http://link.springer.com/10.1007/978-3-030-82017-6_2}, urlopenaccess = {https://cris.unibo.it/retrieve/handle/11585/834616/830237/extraamas-2021-iter.pdf}, urlpdf = {https://link.springer.com/content/pdf/10.1007%2F978-3-030-82017-6_2.pdf}, volume = 12688, wos = {000691781800002}, 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{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 }
@article{lptech4mas-jaamas35, articleno = 1, author = {Calegari, Roberta and Ciatto, Giovanni and Mascardi, Viviana and Omicini, Andrea}, dblp = {journals/aamas/CalegariCMO21}, doi = {10.1007/s10458-020-09478-3}, editor = {Bergenti, Federico and Baldoni, Matteo and Winikoff, Michael and Seghrouchni, Amal El Fallah}, eissn = {1573-7454}, iris = {11585/775368}, issn = {1387-2532}, journal = {Autonomous Agents and Multi-Agent Systems}, keywords = {SLR; Logic-based Technologies; MAS}, note = {Collection ``Current Trends in Research on Software Agents and Agent-Based Software Development''}, number = 1, numpages = 67, pages = {1:1--1:67}, publonsid = {34852575}, scholar = {3394967429087589940}, scopus = {2-s2.0-85092892414}, semanticscholar = {225142049}, title = {Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review}, url = {http://link.springer.com/10.1007/s10458-020-09478-3}, urlpdf = {https://link.springer.com/content/pdf/10.1007/s10458-020-09478-3.pdf}, volume = 35, wos = {000579434600001}, year = 2021 }
@article{coordination-jlamp2020, articleno = 100531, author = {Ciatto, Giovanni and Di Marzo Serugendo, Giovanna and Louvel, Maxime and Mariani, Stefano and Omicini, Andrea and Zambonelli, Franco}, dblp = {journals/jlap/CiattoMSLOZ20}, doi = {10.1016/j.jlamp.2020.100531}, editor = {De Nicola, Rocco}, iris = {11585/746605}, issn = {2352-2208}, journal = {Journal of Logical and Algebraic Methods in Programming}, keywords = {coordination technologies; middleware; survey}, month = jun, note = {Special Issue ``20 Years of Coordination Models and Languages''}, numpages = 25, pages = {100531:1--25}, publisher = {Elsevier Science B.V.}, scholar = {5771430051197203219}, scopus = {2-s2.0-85092901278}, semanticscholar = {211731248}, title = {Twenty Years of Coordination Technologies: {COORDINATION} contribution to the State of Art}, url = {http://www.sciencedirect.com/science/article/pii/S235222082030016X}, urlopenaccess = {https://cris.unibo.it/retrieve/3efbf817-89a4-4226-bd2d-3d480df01dd3/Twenty%20Years%20of%20Coordination%20Technologies%20COORDINATION%20Contribution%20to%20the%20State%20of%20Art%20%28postprint%29.pdf}, volume = 113, wos = {000528260400001}, year = 2020 }
@article{blockchainmas-applsci10, articleno = 7460, author = {Ciatto, Giovanni and Mariani, Stefano and Omicini, Andrea and Zambonelli, Franco}, doi = {10.3390/app10217460}, editor = {Tonelli, Roberto and Ortu, Marco and Pinna, Andrea}, iris = {11585/775705}, issn = {2076-3417}, journal = {Applied Sciences}, keywords = {blockchain; smart contracts; agents; autonomy; multi-agent systems; Tenderfone}, month = oct, note = {Special Issue ``Advances in Blockchain Technology and Applications 2020''}, number = 21, numpages = 22, pages = {7460:1--7460:22}, publisher = {MDPI}, scholar = {3552587418093943018}, scopus = {2-s2.0-85094167294}, semanticscholar = {228967442}, series = {Advances in Blockchain Technology and Applications 2020}, title = {From Agents to Blockchain: Stairway to Integration}, url = {https://www.mdpi.com/2076-3417/10/21/7460}, urlpdf = {https://www.mdpi.com/2076-3417/10/21/7460/pdf}, volume = 10, wos = {000589159900001}, year = 2020 }
@inproceedings{agentbasedxai-aamas2020, acm = {10.5555/3398761.3398992}, author = {Ciatto, Giovanni and Calvaresi, Davide and Schumacher, Michael I. and Omicini, Andrea}, booktitle = {19th International Conference on Autonomous Agents and MultiAgent Systems}, dblp = {conf/atal/CiattoCSO20}, editor = {El Fallah Seghrouchni, Amal and Sukthankar, Gita and An, Bo and Yorke-Smith, Neil}, iris = {11585/785178}, isbn = {978-1-4503-7518-4}, issn = {2523-5699}, keywords = {Abstract Framework; Multi-Agent Systems; XAI}, location = {Auckland, New Zeland}, month = may, note = {Extended Abstract}, numpages = 3, pages = {1816--1818}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, scholar = {6887880147832489319}, scopus = {2-s2.0-85090291401}, title = {An Abstract Framework for Agent-Based Explanations in {AI}}, url = {http://dl.acm.org/doi/10.5555/3398761.3398992}, urlpdf = {http://ifaamas.org/Proceedings/aamas2020/pdfs/p1816.pdf}, year = 2020 }
@incollection{proactivesc-blockchain2019, author = {Ciatto, Giovanni and Maffi, Alfredo and Mariani, Stefano and Omicini, Andrea}, booktitle = {Blockchain and Applications}, dblp = {conf/blockchain/CiattoM0O19}, doi = {10.1007/978-3-030-23813-1_6}, editor = {Prieto, Javier and Kumar, Ashok Das and Ferretti, Stefano and Pinto, Ant{\'o}nio and Corchado, Juan Manuel}, eisbn = {978-3-030-23813-1}, iris = {11585/690760}, isbn = {978-3-030-23812-4}, pages = {45--53}, publisher = {Springer}, scholar = {1986623901774140924}, scopus = {2-s2.0-85068590739}, series = {Advances in Intelligent Systems and Computing}, title = {Smart Contracts are More than Objects: Pro-activeness on the Blockchain}, url = {http://link.springer.com//10.1007/978-3-030-23813-1_6}, urlpdf = {http://link.springer.com/content/pdf/10.1007%2F978-3-030-23813-1_6.pdf}, volume = 1010, year = 2020 }
@article{bctcoordination-information11, articleno = 52, author = {Ciatto, Giovanni and Mariani, Stefano and Maffi, Alfredo and Omicini, Andrea}, dblp = {journals/information/CiattoMMO20}, doi = {10.3390/info11010052}, editor = {Calvaresi, Davide and Dubovitskaya, Alevtina and Schumacher, Michael and Taveter, Kuldar}, iris = {11585/714395}, issn = {2078-2489}, journal = {Information}, month = jan, note = {Special Issue ``Blockchain Technologies for Multi-Agent Systems''}, number = 1, numpages = 20, pages = {1--20}, scholar = {16345875581954179024}, scopus = {2-s2.0-85079030248}, title = {Blockchain-Based Coordination: Assessing the Expressive Power of Smart Contracts}, url = {http://www.mdpi.com/2078-2489/11/1/52}, volume = 11, wos = {000513801000051}, year = 2020 }
@article{logictech-information11, articleno = 167, author = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea}, dblp = {journals/information/CalegariCDO20}, doi = {10.3390/info11030167}, editor = {Susilo, Willy}, iris = {11585/752671}, issn = {2078-2489}, journal = {Information}, keywords = {symbolic AI; logic-based technologies; intelligent systems}, month = mar, note = {Special Issue ``10th Anniversary of Information---Emerging Research Challenges''}, number = 3, numpages = 29, pages = {167:1--167:29}, publisher = {MDPI}, scholar = {15744297419438793629}, scopus = {2-s2.0-85082507008}, title = {Logic-based Technologies for Intelligent Systems: State of the Art and Perspectives}, url = {http://www.mdpi.com/2078-2489/11/3/167}, volume = 11, wos = {000524309400026}, year = 2020 }
@incollection{agentbasedxai-extraamas2020, author = {Ciatto, Giovanni and Schumacher, Michael I. and Omicini, Andrea and Calvaresi, Davide}, booktitle = {Explainable, Transparent Autonomous Agents and Multi-Agent Systems}, dblp = {conf/atal/CiattoSOC20}, doi = {10.1007/978-3-030-51924-7_1}, editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary}, eisbn = {978-3-030-51924-7}, iris = {11585/7659520}, isbn = {978-3-030-51923-0}, keywords = {Explainable artificial intelligence; Multi-agent systems; Understandability; Explainability; Interpretability}, note = {Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9--13, 2020, Revised Selected Papers}, numpages = 18, pages = {3--20}, publisher = {Springer, Cham}, scholar = {11079091667000659249}, scopus = {2-s2.0-85088588789}, semanticscholar = {220381901}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {Agent-Based Explanations in {AI}: Towards an Abstract Framework}, url = {http://link.springer.com/chapter/10.1007/978-3-030-51924-7_1}, urlopenaccess = {https://cris.unibo.it/retrieve/b060a9ea-0f10-4ea4-bfa9-af4a2405e7c4/Author%20postprint.pdf}, urlpdf = {http://link.springer.com/content/pdf/10.1007%2F978-3-030-51924-7_1.pdf}, volume = 12175, wos = {000695272300001}, year = 2020 }
@article{xaisurvey-ia14, author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea}, booktitle = {Special Issue for the Twentieth Edition of the Workshop `From Objects to Agents'}, dblp = {journals/ia/CalegariCO20}, doi = {10.3233/IA-190036}, editor = {Baldoni, Matteo and Bergenti, Federico and Monica, Stefania and Vizzari, Giuseppe}, iris = {11585/772707}, journal = {Intelligenza Artificiale}, keywords = {XAI, symbolic and sub-symbolic AI, explainability, interpretability, trustable system}, month = sep, note = {Special Issue for the Twentieth Edition of the Workshop `From Objects to Agents'}, number = 1, numpages = 26, pages = {7--32}, publisher = {IOS Press}, scholar = {14107040211648876458}, scopus = {2-s2.0-85092388493}, semanticscholar = {222137614}, title = {On the integration of symbolic and sub-symbolic techniques for {XAI}: A survey}, url = {http://content.iospress.com/articles/intelligenza-artificiale/ia190036}, volume = 14, wos = {000574865700002}, year = 2020 }
@incollection{xmas-aiiot2019, author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea and Calvaresi, Davide}, booktitle = {AI\&IoT 2019 -- Artificial Intelligence and Internet of Things 2019}, dblp = {conf/aiia/CiattoCOC19}, editor = {Savaglio, Claudio and Fortino, Giancarlo and Ciatto, Giovanni and Omicini, Andrea}, iris = {11585/707345}, issn = {1613-0073}, keywords = {MAS; XMAS; XAI; explainability; road map}, month = nov, pages = {40--53}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scholar = {16440456382689731727}, scopus = {2-s2.0-85075953890}, series = {CEUR Workshop Proceedings}, title = {Towards {XMAS}: e{X}plainability through {M}ulti-{A}gent {S}ystems}, url = {http://ceur-ws.org/Vol-2502/paper3.pdf}, urlpdf = {http://ceur-ws.org/Vol-2502/paper3.pdf}, volume = 2502, year = 2019 }
@incollection{autonomoussc-paams2019, author = {Ciatto, Giovanni and Maffi, Alfredo and Mariani, Stefano and Omicini, Andrea}, booktitle = {Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection}, dblp = {conf/paams/CiattoM0O19}, doi = {10.1007/978-3-030-24209-1_3}, editor = {Demazeau, Yves and Matson, Eric and Corchado, Juan Manuel and De la Prieta, Fernando}, eisbn = {978-3-030-24209-1}, iris = {11585/690684}, isbn = {978-3-030-24208-4}, keywords = {Autonomy; Smart contracts; Blockchain; Multi-agent systems}, month = jun, numpages = 13, pages = {29--41}, publisher = {Springer International Publishing}, scholar = {8878235327445521925}, scopus = {2-s2.0-85068643031}, series = {Lecture Notes in Computer Science}, title = {Towards Agent-oriented Blockchains: Autonomous Smart Contracts}, url = {http://link.springer.com/10.1007/978-3-030-24209-1_3}, urlpdf = {http://link.springer.com/content/pdf/10.1007/978-3-030-24209-1_3.pdf}, volume = 11523, year = 2019 }
@incollection{bctcoord-bct4mas2019, author = {Ciatto, Giovanni and Bosello, Michael and Mariani, Stefano and Omicini, Andrea}, booktitle = {Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection}, chapter = 7, dblp = {conf/paams/CiattoB0O19}, doi = {10.1007/978-3-030-24299-2_7}, editor = {De La Prieta, Fernando and Gonz{\'a}lez-Briones, Alfonso and Pawleski, Pawel and Calvaresi, Davide and Del Val, Elena and Lopes, Fernando and Julian, Vicente and Osaba, Eneko and S{\'a}nchez-Iborra, Ram{\'o}n}, eisbn = {978-3-030-24299-2}, eissn = {1865-0937}, iris = {11585/690568}, isbn = {978-3-030-24298-5}, issn = {1865-0929}, keywords = {Blockchain-based coordination; Smart contracts; Linda on Ethereum; Linda on Fabric; Linda on Corda}, month = jun, pages = {80--91}, publisher = {Springer}, scholar = {8861713783105784647}, scopus = {2-s2.0-85068611100}, series = {Communications in Computer and Information Science}, title = {Comparative Analysis of Blockchain Technologies under a Coordination Perspective}, url = {http://link.springer.com/10.1007/978-3-030-24299-2_7}, volume = 1047, year = 2019 }