Per Sort

@inproceedings{llmbasedhealthcarechatbots-telmed2024,
 author={Montagna, Sara and Aguzzi, Gianluca and Ferretti, Stefano and Pengo, Martino Francesco and Klopfenstein, Lorenz Cuno and Ungolo, Michelangelo and Magnini, Matteo},
 booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
keywords = {large language model, medical chatbot, chronic disease management},
 title={LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis},
 year={2024},
 volume={},
 number={},
 pages={346-351},
 keywords={Pervasive computing;Privacy;Filtering;Conferences;Computational modeling;Medical services;Chatbots;Large Language Model;Medical Chatbot;Chronic Disease Management},
 doi={10.1109/PerComWorkshops59983.2024.10503257}}

@incollection{explanationprotocol-extraamas2023,
   author = {Ciatto, Giovanni and Magnini, Matteo and Bezcu, Berk and Aydoǧan, Reyhan and Omicini, Andrea},
   booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems},
   chapter = 3,
   dblp = {conf/extraamas/CiattoMBAO23},
   doi = {10.1007/978-3-031-40878-6_3},
   editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary},
   iris = {11585/940656},
   isbn = {978-3-031-40878-6},
   issn = {0302-9743},
   keywords = {XAI, Recommender Systems, Multi-agent systems, Explanation protocols},
   month = sep,
   numpages = 22,
   pages = {38--58},
   publisher = {Springer},
   scholar = {5371175139312621961},
   scopus = {2-s2.0-85172214167},
   semanticscholar = {261894587},
   series = {Lecture Notes in Computer Science},
   subseries = {Lecture Notes in Artificial Intelligence},
   title = {A General-Purpose Protocol for Multi-Agent based Explanations},
   url = {http://link.springer.com/10.1007/978-3-031-40878-6_3},
   volume = 14127,
   year = 2023
}

@inproceedings{ctl-aixia2022,
   address = {Aachen, Germany},
   author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {AIxIA 2022 Discussion Papers},
   chapter = 2,
   dblp = {conf/aiia/MagniniCO22},
   editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea},
   iris = {11585/933657},
   issn = {1613-0073},
   keywords = {transfer learning; multi-agent systems; artificial general intelligence; symbolic knowledge extraction; symbolic knowledge injection},
   location = {Udine, Italy},
   month = jun,
   note = {Proceedings of the Discussion Papers -- 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) -- Udine, Italy, November 28--December 2, 2022},
   numpages = 11,
   pages = {12--22},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {13606448051050829166},
   scopus = {2-s2.0-85164132302},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Bridging Symbolic and Sub-Symbolic {AI}: Towards Cooperative Transfer Learning in Multi-Agent Systems},
   url = {https://ceur-ws.org/Vol-3419/paper2.pdf},
   urlopenaccess = {https://ceur-ws.org/Vol-3419/paper2.pdf},
   urlpdf = {https://ceur-ws.org/Vol-3419/paper2.pdf},
   volume = 3419,
   year = 2023
}

@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
}

@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{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
}