@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
} @inproceedings{blockchain-goodtechs2018,
acm = {10.1145/3284869.3284870},
address = {New Work, NY, USA},
author = {Pianini, Danilo and Ciatto, Giovanni and Casadei, Roberto and Mariani, Stefano and Viroli, Mirko and Omicini, Andrea},
booktitle = {GOODTECHS'18 -- Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good},
dblp = {conf/goodtechs/PianiniCC0VO18},
doi = {10.1145/3284869.3284870},
iris = {11585/655097},
keywords = {Aggregate Programming, blockchain, security, Byzantine fault tolerance},
location = {Bologna, Italy},
month = nov,
pages = {271--276},
publisher = {ACM},
scholar = {3798219571928546753},
scopus = {2-s2.0-85061088949},
title = {Transparent Protection of Aggregate Computations from {B}yzantine Behaviours via Blockchain},
url = {http://dl.acm.org/citation.cfm?doid=3284870},
wos = {000470918900046},
year = 2018
} @inproceedings{lpaas-ic2e2018,
author = {Calegari, Roberta and Ciatto, Giovanni and Mariani, Stefano and Denti, Enrico and Omicini, Andrea},
booktitle = {2018 IEEE International Conference on Cloud Engineering (IC2E 2018)},
dblp = {conf/ic2e/CalegariC0DO18conf/ic2e/CalegariC0DO18},
doi = {10.1109/IC2E.2018.00061},
ieee = {8360344},
iris = {11585/636933},
isbn = {978-1-5386-5008-0},
month = {17--20}}},
publisher = {IEEE Computer Society},
scholar = {470119961420072962},
scopus = {2-s2.0-85048334877},
title = {Micro-intelligence for the {IoT}: {SE} Challenges and Practice in {LPaaS}},
url = {http://ieeexplore.ieee.org/document/8360344/},
urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8360344},
wos = {000759774400038},
year = 2018
} @article{respectx-comsis15,
author = {Ciatto, Giovanni and Mariani, Stefano and Omicini, Andrea},
dblp = {journals/comsis/CiattoMO18},
doi = {10.2298/CSIS180111031C},
editor = {Bădică, Costin and Trawiński, Bogdan},
eissn = {2406-1018},
iris = {11585/646056},
issn = {1820-0214},
journal = {Computer Science and Information Systems},
keywords = {coordination, multi-agent systems, Eclipse IDE, TuCSoN, ReSpecTX},
month = oct,
note = {{S}pecial Section: Contemporary Topics in Intelligent Distributed Computing},
number = 3,
pages = {655--682},
publisher = {ComSIS Consortium},
scholar = {14640975833342876198},
scopus = {2-s2.0-85055164807},
title = {{\sf{{R}e{S}pec{T}}$\mathbb{X}$}: Programming Interaction Made Easy},
url = {http://www.comsis.org/archive.php?show=ppridc-7418},
urlpdf = {http://www.comsis.org/pdf.php?id=idc-7418},
volume = 15,
wos = {000446686100010},
year = 2018
} @article{lpaas-bdcc2,
articleno = 23,
author = {Calegari, Roberta and Ciatto, Giovanni and Mariani, Stefano and Denti, Enrico and Omicini, Andrea},
dblp = {journals/fuin/CalegariDDO18},
doi = {10.3390/bdcc2030023},
eissn = {2504-2289},
iris = {11585/640012},
journal = {Big Data and Cognitive Computing},
keywords = {Logic Programming as a Service, IoT, symbolic reasoning},
number = 3,
numpages = 26,
publisher = {MDPI},
scholar = {247396456770353218},
scopus = {2-s2.0-85075881133},
title = {{LPaaS} as Micro-intelligence: Enhancing {IoT} with Symbolic Reasoning},
url = {http://www.mdpi.com/2504-2289/2/3/23},
urlpdf = {http://www.mdpi.com/2504-2289/2/3/23/pdf},
volume = 2,
year = 2018
} @inproceedings{bctcoord-bct4mas2018wi,
author = {Ciatto, Giovanni and Mariani, Stefano and Omicini, Andrea},
booktitle = {2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI)},
dblp = {conf/webi/Ciatto0O18},
doi = {10.1109/WI.2018.000-9},
ieee = {8609674},
iris = {11585/655099},
isbn = {978-1-5386-7325-6},
keywords = {blockchain, smart contracts, MAS, coordination, Linda, Ethereum, economy of coordination},
month = dec,
note = {1st International Workshop on Block Chain Technologies 4 Multi-Agent Systems (BCT4MAS 2018)},
numpages = 8,
pages = {696--703},
scholar = {168725511213458827},
scopus = {2-s2.0-85061893707},
title = {Blockchain for Trustworthy Coordination: A First Study with {L}inda and {E}thereum},
url = {http://ieeexplore.ieee.org/document/8609674},
wos = {000458968200106},
year = 2018
} @inproceedings{blockchainlp-woa2018,
author = {Ciatto, Giovanni and Calegari, Roberta and Mariani, Stefano and Denti, Enrico and Omicini, Andrea},
booktitle = {WOA 2018 -- 19th Workshop ``From Objects to Agents''},
dblp = {conf/woa/CiattoC0DO18},
editor = {Cossentino, Massimo and Sabatucci, Luca and Seidita, Valeria},
iris = {11585/646042},
keywords = {blockchain, logic programming, smart contracts},
location = {Palermo, Italy},
month = jun,
pages = {69--74},
publisher = {Sun SITE Central Europe, RWTH Aachen University},
scholar = {816353538952619884},
scopus = {2-s2.0-85054323401},
series = {CEUR Workshop Proceedings},
subseries = {AI*IA Series},
title = {From the Blockchain to Logic Programming and Back: Research Perspectives},
url = {http://ceur-ws.org/Vol-2215/paper_12.pdf},
urlpdf = {http://ceur-ws.org/Vol-2215/paper_12.pdf},
volume = 2215,
year = 2018
} 
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