{"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":1769794903393,"version":"3.49.0"},"publisher-location":"Cham","reference-count":15,"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_27","type":"book-chapter","created":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T04:58:01Z","timestamp":1769749081000},"page":"299-309","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Optimized Decision-Making in Physical Retail Stores Through an Adaptive Hybrid System"],"prefix":"10.1007","author":[{"given":"Alessandra","family":"De Paola","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierluca","family":"Ferraro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergio","family":"Imperiale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giuseppe","family":"Lo Re","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,31]]},"reference":[{"key":"27_CR1","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)","DOI":"10.1109\/SMARTCOMP52413.2021.00048"},{"key":"27_CR2","doi-asserted-by":"crossref","unstructured":"Batmaz Z, Yurekli A, Bilge A, Kaleli C (2019) A review on deep learning for recommender systems: challenges and remedies. Artif Intell Rev 52(1)","DOI":"10.1007\/s10462-018-9654-y"},{"issue":"4","key":"27_CR3","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":"27_CR4","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 Proc 2418:52\u201358"},{"key":"27_CR5","first-page":"104","volume":"403","author":"A De Paola","year":"2009","unstructured":"De Paola A, Lo Re G, Gaglio S, Ortolani M (2009) An ambient intelligence architecture for extracting knowledge from distributed sensors. ACM Int Conf Proc Ser 403:104\u2013109","journal-title":"ACM Int Conf Proc Ser"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Agate V, Drago S, Ferraro P, Lo Re G (2022) Anomaly detection for reoccurring concept drift in smart environments. In: 18th international conference on mobility, sensing and networking (MSN). IEEE, pp 113\u2013120","DOI":"10.1109\/MSN57253.2022.00031"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Bengio Y, Simard P, Frasconi P (1994) Learning long-term dependencies with gradient descent is difficult. IEEE Trans Neural Netw 5(2)","DOI":"10.1109\/72.279181"},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Varadharajan V, Smith N, Kalla D, Samaah F, Polimetla K, Kumar GR (2024) Stock closing price and trend prediction with LSTM-RNN. J Artif Intell Big Data 4","DOI":"10.31586\/jaibd.2024.877"},{"key":"27_CR9","doi-asserted-by":"publisher","first-page":"2793","DOI":"10.1007\/s12652-019-01375-2","volume":"11","author":"A De Paola","year":"2020","unstructured":"De Paola A, Ferraro P, Lo Re G, Morana M, Ortolani M (2020) A fog-based hybrid intelligent system for energy saving in smart buildings. J Ambient Intell Humaniz Comput 11:2793\u20132807","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"27_CR10","doi-asserted-by":"crossref","unstructured":"Ferraro P, Lo Re G (2014) Designing ontology-driven recommender systems for tourism. In: Advances onto the internet of things: how ontologies make the internet of things meaningful, pp 339\u2013352","DOI":"10.1007\/978-3-319-03992-3_24"},{"key":"27_CR11","doi-asserted-by":"crossref","unstructured":"Aggarwal CC (2015) Data mining: the textbook, 1st edn. Springer, Cham","DOI":"10.1007\/978-3-319-14142-8_1"},{"key":"27_CR12","unstructured":"Srivastava N, Hinton G, Krizhevsky A, Sutskever I, Salakhutdinov R (2014) Dropout: a simple way to prevent neural networks from overfitting. J Mach Learn Res 15(56)"},{"key":"27_CR13","doi-asserted-by":"crossref","unstructured":"Friedman JH (2001) Greedy function approximation: a gradient boosting machine. Ann Stat 29(5)","DOI":"10.1214\/aos\/1013203451"},{"key":"27_CR14","doi-asserted-by":"crossref","unstructured":"Harper FM, Konstan JA (2015) The MovieLens datasets: history and context. ACM Trans Interact Intell Syst (TIIS) 5(4)","DOI":"10.1145\/2827872"},{"key":"27_CR15","doi-asserted-by":"crossref","unstructured":"Lo Re G, Morana M, Ortolani M (2013) Improving user experience via motion sensors in an ambient intelligence scenario. In: PECCS 2013\u2014proceedings of the 3rd international conference on pervasive embedded computing and communication systems, pp 29\u201334","DOI":"10.5220\/0004306000290034"}],"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_27","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_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032041593","9783032041609"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-04160-9_27","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"}}]}}