{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T17:41:43Z","timestamp":1769794903361,"version":"3.49.0"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032041593","type":"print"},{"value":"9783032041609","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-04160-9_16","type":"book-chapter","created":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T04:58:00Z","timestamp":1769749080000},"page":"175-185","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Personalized Services for\u00a0Students in\u00a0a\u00a0Smart Campus Through Hybrid Recommendations"],"prefix":"10.1007","author":[{"given":"Vincenzo","family":"Agate","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandra","family":"De Paola","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giuseppe","family":"Lo Re","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Morana","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Virga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,31]]},"reference":[{"key":"16_CR1","doi-asserted-by":"crossref","unstructured":"De\u00a0Paola A, Giammanco A, Lo\u00a0Re G, Anastasi G (2019) Detection of points of interest in a smart campus. In: 2019 IEEE 5th international forum on research and technology for society and industry (RTSI), pp 155\u2013160","DOI":"10.1109\/RTSI.2019.8895569"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Imbar RV, Supangkat SH, Langi AZ (2020) Smart campus model: a literature review. In: 2020 international conference on ICT for smart society (ICISS). IEEE, pp 1\u20137","DOI":"10.1109\/ICISS50791.2020.9307570"},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Agate V, Concone F, Ferraro P (2018) WiP: smart services for an augmented campus. In: 2018 IEEE international conference on smart computing (SMARTCOMP), pp 276\u2013278","DOI":"10.1109\/SMARTCOMP.2018.00056"},{"key":"16_CR4","doi-asserted-by":"crossref","unstructured":"Murugan J, Vamsi KS, Reddy KD, Chand K, Feroz K (2023) Navigating college campuses with virtual assistants. In: 2023 international conference on confluence of advancements in robotics, vision and interdisciplinary technology management, pp 1\u20136","DOI":"10.1109\/IC-RVITM60032.2023.10435030"},{"issue":"3","key":"16_CR5","doi-asserted-by":"publisher","first-page":"945","DOI":"10.1007\/s11036-019-01238-2","volume":"25","author":"C Prandi","year":"2020","unstructured":"Prandi C, Monti L, Ceccarini C, Salomoni P (2020) Smart campus: fostering the community awareness through an intelligent environment. Mob Netw Appl 25(3):945\u2013952","journal-title":"Mob Netw Appl"},{"key":"16_CR6","doi-asserted-by":"crossref","unstructured":"Concone F, Gaglio S, Lo\u00a0Re G, Morana M (2017) Smartphone data analysis for human activity recognition. Lecture notes in computer science, pp 58\u201371","DOI":"10.1007\/978-3-319-70169-1_5"},{"key":"16_CR7","doi-asserted-by":"crossref","unstructured":"Lo\u00a0Re G, Morana M, Ortolani M (2013) Improving user experience via motion sensors in an ambient intelligence scenario, pp 29\u201334","DOI":"10.5220\/0004306000290034"},{"issue":"4","key":"16_CR8","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1049\/cit2.12056","volume":"6","author":"A De Paola","year":"2021","unstructured":"De Paola A, Gaglio S, Giammanco A, Lo Re G, Morana M (2021) A multi-agent system for itinerary suggestion in smart environments. CAAI Trans Intell Technol 6(4):377\u2013393","journal-title":"CAAI Trans Intell Technol"},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Agate V, Concone F, Gaglio S, Giammanco A (2021) A hybrid recommender system for cultural heritage promotion. In: 2021 IEEE international conference on smart computing (SMARTCOMP), pp 203\u2013208","DOI":"10.1109\/SMARTCOMP52413.2021.00048"},{"key":"16_CR10","doi-asserted-by":"crossref","unstructured":"Bao K, Zhang J, Zhang Y, Wang W, Feng F, He X (2023) Tallrec: an effective and efficient tuning framework to align large language model with recommendation. In: Proceedings of the 17th ACM conference on recommender systems, pp 1007\u20131014","DOI":"10.1145\/3604915.3608857"},{"key":"16_CR11","doi-asserted-by":"crossref","unstructured":"Mathew P, Kuriakose B, Hegde V (2016) Book recommendation system through content based and collaborative filtering method. In: 2016 international conference on data mining and advanced computing (SAPIENCE). IEEE, pp 47\u201352","DOI":"10.1109\/SAPIENCE.2016.7684166"},{"key":"16_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2022.100047","volume":"3","author":"NW Rahayu","year":"2022","unstructured":"Rahayu NW, Ferdiana R, Kusumawardani SS (2022) A systematic review of ontology use in e-learning recommender system. Comput Educ Artif Intell 3:100047","journal-title":"Comput Educ Artif Intell"},{"key":"16_CR13","doi-asserted-by":"publisher","first-page":"583","DOI":"10.1016\/j.procs.2020.04.063","volume":"171","author":"T Lalitha","year":"2020","unstructured":"Lalitha T, Sreeja P (2020) Personalised self-directed learning recommendation system. Procedia Comput Sci 171:583\u2013592","journal-title":"Procedia Comput Sci"},{"key":"16_CR14","doi-asserted-by":"crossref","unstructured":"Agate V, De\u00a0Paola A, Gaglio S, Lo\u00a0Re G, Morana M (2016) A framework for parallel assessment of reputation management systems. In: Proceedings of the 17th international conference on computer systems and technologies 2016, pp 121\u2013128","DOI":"10.1145\/2983468.2983474"},{"key":"16_CR15","unstructured":"Nagaraj P, Saiteja K, Ram KK, Kanta KM, Aditya SK, Muneeswaran V (2022) University recommender system based on student profile using feature weighted algorithm and KNN. In: 2022 international conference on sustainable computing and data communication systems"},{"key":"16_CR16","unstructured":"Agate V, Curaba M, Ferraro P, Lo\u00a0Re G, Morana M (2020) Secure e-voting in smart communities. In: CEUR workshop proceedings, vol 2597, pp 1\u201311"},{"key":"16_CR17","doi-asserted-by":"crossref","unstructured":"Wang R, Chen F, Chen Z, Li T, Harari G, Tignor S, Zhou X, Ben-Zeev D, Campbell AT (2014) Studentlife: assessing mental health, academic performance and behavioral trends of college students using smartphones. In: Proceedings of the 2014 ACM international joint conference on pervasive and ubiquitous computing","DOI":"10.1145\/2632048.2632054"},{"key":"16_CR18","doi-asserted-by":"crossref","unstructured":"De\u00a0Paola A, Lo\u00a0Re G, Gaglio S, Ortolani M (2009) An ambient intelligence architecture for extracting knowledge from distributed sensors, vol 403","DOI":"10.1145\/1655925.1655945"},{"key":"16_CR19","first-page":"27","volume":"3","author":"A De Paola","year":"2013","unstructured":"De Paola A, La Cascia M, Lo Re G, Morana M, Ortolani M (2013) Mimicking biological mechanisms for sensory information fusion. Biol Inspir Cognit Archit 3:27\u201338","journal-title":"Biol Inspir Cognit Archit"},{"key":"16_CR20","doi-asserted-by":"crossref","unstructured":"Agate V, Ferraro P, Lo\u00a0Re G (2024) A privacy-preserving system for enhancing the QoI of collected data in a smart connected community. In: 2024 IEEE symposium on computers and communications (ISCC), pp 1\u20136","DOI":"10.1109\/ISCC61673.2024.10733688"},{"key":"16_CR21","unstructured":"Kenton JDMWC, Toutanova LK (2019) Bert: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of naacL-HLT, vol\u00a01. Minneapolis, Minnesota"},{"key":"16_CR22","unstructured":"Agate V, Ferraro P, Gaglio S (2019) A cognitive architecture for ambient intelligence systems. In: 6th international workshop on artificial intelligence and cognition, AIC 2018. CEUR workshop proceedings, vol 2418, pp 52\u201358"},{"key":"16_CR23","doi-asserted-by":"crossref","unstructured":"Sun F, Liu J, Wu J, Pei C, Lin X, Ou W, Jiang P (2019) Bert4rec: sequential recommendation with bidirectional encoder representations from transformer. In: Proceedings of the 28th ACM international conference on information and knowledge management, pp 1441\u20131450","DOI":"10.1145\/3357384.3357895"},{"key":"16_CR24","doi-asserted-by":"crossref","unstructured":"Ziegler CN, McNee SM, Konstan JA, Lausen G (2005) Improving recommendation lists through topic diversification. In: Proceedings of the 14th international conference on world wide web, pp 22\u201332","DOI":"10.1145\/1060745.1060754"},{"key":"16_CR25","doi-asserted-by":"crossref","unstructured":"Tang J, Wang K (2018) Personalized top-n sequential recommendation via convolutional sequence embedding. In: Proceedings of the eleventh ACM international conference on web search and data mining, pp 565\u2013573","DOI":"10.1145\/3159652.3159656"},{"key":"16_CR26","doi-asserted-by":"crossref","unstructured":"He X, Liao L, Zhang H, Nie L, Hu X, Chua TS (2017) Neural collaborative filtering. In: Proceedings of the 26th international conference on world wide web, pp 173\u2013182","DOI":"10.1145\/3038912.3052569"}],"container-title":["Lecture Notes in Networks and Systems","Distributed Computing and Artificial Intelligence, 22nd International Conference"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-04160-9_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T04:58:04Z","timestamp":1769749084000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-04160-9_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032041593","9783032041609"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-04160-9_16","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"31 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Distributed Computing and Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lille","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dcai2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.dcai-conference.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}