{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T16:24:17Z","timestamp":1771518257433,"version":"3.50.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"European Commission, CHIPS Joint Undertaking","award":["G.A. no.101111977"],"award-info":[{"award-number":["G.A. no.101111977"]}]},{"name":"Ministry of Research, Innovation and Digitization, CNCS\/CCCDI-UEFISCDI","award":["PN-IV-P88.1-PME-2024-0011"],"award-info":[{"award-number":["PN-IV-P88.1-PME-2024-0011"]}]},{"name":"Arrowhead flexible Production Value Network (Arrowhead fPVN)\u201d, within PNCDI IV"},{"name":"Ministry of Research, Innovation and Digitization, CNCS\/CCCDI-UEFISCDI","award":["PN-IVP8-8.1-PRE-HE-ORG-2023-0063"],"award-info":[{"award-number":["PN-IVP8-8.1-PRE-HE-ORG-2023-0063"]}]},{"name":"Arrowhead fPVN PI\u201d, within PNCDI IV"},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["101183162"],"award-info":[{"award-number":["101183162"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of Research, Innovation and Digitization, CNCS\/CCCDI-UEFISCDI","award":["PN-IV-P8-8.1-PRE-HE-ORG-2024-0236"],"award-info":[{"award-number":["PN-IV-P8-8.1-PRE-HE-ORG-2024-0236"]}]},{"name":"PNCDI IV"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tnsm.2025.3585995","type":"journal-article","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T13:51:16Z","timestamp":1751637076000},"page":"4551-4576","source":"Crossref","is-referenced-by-count":2,"title":["Adaptive Service Recommendation in Internet of Things Using a Reinforcement Learning and Optimization Algorithm"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7208-3576","authenticated-orcid":false,"given":"Seyed Salar","family":"Sefati","sequence":"first","affiliation":[{"name":"Telecommunications Department, Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5202-6315","authenticated-orcid":false,"given":"Bahman","family":"Arasteh","sequence":"additional","affiliation":[{"name":"Department of Software Engineering, Faculty of Engineering and Natural Science, Istinye University, Istanbul, T&#x00FC;rkiye"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7028-3921","authenticated-orcid":false,"given":"Simona","family":"Halunga","sequence":"additional","affiliation":[{"name":"Telecommunications Department, Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5679-9307","authenticated-orcid":false,"given":"Octavian","family":"Fratu","sequence":"additional","affiliation":[{"name":"Telecommunications Department, Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology POLITEHNICA Bucharest, Bucharest, Romania"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-024-10862-5"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ojvt.2025.3525781"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/s24165320"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1201\/9781003406723-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2024.109514"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.suscom.2024.101080"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-025-09805-6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/machines7020021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2019.01.005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2024.03.045"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/math12020186"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom54372.2022.9858268"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/math12182917"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/S0957-4174(01)00034-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3199689"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3420096"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CSIT49958.2020.9321969"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2022.108605"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27645-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.103249"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3074499"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2015.56"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2020.2964552"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2022.02.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2013.16"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18280\/mmep.110723"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2017.05.001"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2024.3360518"},{"issue":"8","key":"ref29","first-page":"46","article-title":"Recommender system for users of Internet of Things (IoT)","volume":"17","author":"Forouzandeh","year":"2017","journal-title":"Int. J. Comput. Sci. Netw. Secur."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICECA.2017.8212836"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2024.101312"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/cb.2408"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1264822"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11010141"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/2854741"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS55610.2022.00035"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3050622"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2021.015998"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2010.04.001"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2844341"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3411887"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.dajour.2023.100379"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11213469"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/math13040597"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1186\/s13673-019-0183-8"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2016.02.012"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2621398"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110526"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph19116661"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-020-00945-y"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxab049"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CAC59555.2023.10450394"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3274647"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/smartcities7050109"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/COMM54429.2022.9817179"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIIC60209.2024.10463516"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3303188"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11194281\/11071934.pdf?arnumber=11071934","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T17:37:07Z","timestamp":1760117827000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11071934\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":57,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2025.3585995","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}