{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T07:16:48Z","timestamp":1778224608935,"version":"3.51.4"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"22","license":[{"start":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T00:00:00Z","timestamp":1589587200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T00:00:00Z","timestamp":1589587200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2020,11]]},"DOI":"10.1007\/s00500-020-05003-6","type":"journal-article","created":{"date-parts":[[2020,5,16]],"date-time":"2020-05-16T15:02:37Z","timestamp":1589641357000},"page":"17111-17121","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":113,"title":["A new machine learning-based healthcare monitoring model for student\u2019s condition diagnosis in Internet of Things environment"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8314-9051","authenticated-orcid":false,"given":"Alireza","family":"Souri","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marwan Yassin","family":"Ghafour","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aram Mahmood","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatemeh","family":"Safara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Yamini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mahdi","family":"Hoseyninezhad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,5,16]]},"reference":[{"key":"5003_CR1","doi-asserted-by":"crossref","unstructured":"Cai Y et al (2018) Software defined status aware routing in content-centric networking. In: 2018 International conference on information networking (ICOIN). IEEE","DOI":"10.1109\/ICOIN.2018.8343126"},{"key":"5003_CR2","doi-asserted-by":"crossref","unstructured":"Chavda P et al (2019) Early detection of cardiac disease using machine learning. Available at SSRN 3370813","DOI":"10.2139\/ssrn.3370813"},{"issue":"3","key":"5003_CR3","doi-asserted-by":"publisher","first-page":"M146","DOI":"10.1093\/gerona\/56.3.M146","volume":"56","author":"LP Fried","year":"2001","unstructured":"Fried LP et al (2001) Frailty in older adults: evidence for a phenotype. J Gerontol Ser A Biol Sci Med Sci 56(3):M146\u2013M157","journal-title":"J Gerontol Ser A Biol Sci Med Sci"},{"issue":"12","key":"5003_CR4","doi-asserted-by":"publisher","first-page":"8971","DOI":"10.1007\/s00521-019-04230-9","volume":"31","author":"F Ghanbari-Adivi","year":"2019","unstructured":"Ghanbari-Adivi F, Mosleh M (2019) Text emotion detection in social networks using a novel ensemble classifier based on Parzen Tree Estimator (TPE). Neural Comput Appl 31(12):8971\u20138983","journal-title":"Neural Comput Appl"},{"key":"5003_CR5","doi-asserted-by":"crossref","unstructured":"Hamim M et al (2019) IoT based remote health monitoring system for patients and elderly people. In: 2019 International conference on robotics, electrical and signal processing techniques (ICREST). IEEE","DOI":"10.1109\/ICREST.2019.8644514"},{"key":"5003_CR6","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/j.future.2015.09.016","volume":"56","author":"M Henze","year":"2016","unstructured":"Henze M et al (2016) A comprehensive approach to privacy in the cloud-based Internet of Things. Future Generation Computer Systems 56:701\u2013718","journal-title":"Future Generation Computer Systems"},{"key":"5003_CR7","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/j.jss.2015.08.041","volume":"110","author":"A Hussain","year":"2015","unstructured":"Hussain A et al (2015) Health and emergency-care platform for the elderly and disabled people in the Smart City. J Syst Softw 110:253\u2013263","journal-title":"J Syst Softw"},{"key":"5003_CR8","doi-asserted-by":"crossref","unstructured":"Jabeen F et al (2019) An IoT based efficient hybrid recommender system for cardiovascular disease. Peer-to-Peer Netw Appl 1\u201314","DOI":"10.1007\/s12083-019-00733-3"},{"key":"5003_CR9","doi-asserted-by":"publisher","first-page":"19905","DOI":"10.1007\/s11042-019-7327-8","volume":"78","author":"P Kaur","year":"2019","unstructured":"Kaur P, Kumar R, Kumar M (2019) A healthcare monitoring system using random forest and internet of things (IoT). Multimed Tools Appl 78:19905\u201319916. https:\/\/doi.org\/10.1007\/s11042-019-7327-8","journal-title":"Multimed Tools Appl"},{"key":"5003_CR10","doi-asserted-by":"publisher","first-page":"105487","DOI":"10.1016\/j.asoc.2019.105487","volume":"81","author":"S Lakshmanaprabu","year":"2019","unstructured":"Lakshmanaprabu S et al (2019) Online clinical decision support system using optimal deep neural networks. Appl Soft Comput 81:105487","journal-title":"Appl Soft Comput"},{"issue":"2","key":"5003_CR11","doi-asserted-by":"publisher","first-page":"125","DOI":"10.4258\/hir.2014.20.2.125","volume":"20","author":"S-K Lee","year":"2014","unstructured":"Lee S-K et al (2014) Prediction model for health-related quality of life of elderly with chronic diseases using machine learning techniques. Healthc Inform Res 20(2):125\u2013134","journal-title":"Healthc Inform Res"},{"key":"5003_CR12","first-page":"88","volume":"6","author":"I-C Lee","year":"2017","unstructured":"Lee I-C, Chiu Y-H, Lee I-N, Lee C-Y (2017) Health-function indicators for the prediction of elderly frailty. J Aging Res Clin Pract 6:88\u201393","journal-title":"J Aging Res Clin Pract"},{"key":"5003_CR13","doi-asserted-by":"crossref","unstructured":"Mainetti L, Patrono L, Rametta P (2016) Capturing behavioral changes of elderly people through unobtrusive sensing technologies. In: 2016 24th International conference on software, telecommunications and computer networks (SoftCOM). IEEE","DOI":"10.1109\/SOFTCOM.2016.7772126"},{"key":"5003_CR14","doi-asserted-by":"crossref","unstructured":"Perez D, Memeti S, Pllana S (2018) A simulation study of a smart living IoT solution for remote elderly care. In: 2018 Third international conference on fog and mobile edge computing (FMEC). IEEE","DOI":"10.1109\/FMEC.2018.8364069"},{"key":"5003_CR15","first-page":"1","volume-title":"Healthcare data analytics and management","author":"PKD Pramanik","year":"2019","unstructured":"Pramanik PKD et al (2019) Internet of things, smart sensors, and pervasive systems: enabling connected and pervasive healthcare. In: Dey N, Ashour AS, Fong SJ, Bhatt C (eds) Healthcare data analytics and management. Elsevier, Amsterdam, pp 1\u201358"},{"key":"5003_CR16","unstructured":"Richard AAR, et al (2019) Health monitoring system for elderly and disabled people. In: 2019 International conference on robotics, electrical and signal processing techniques (ICREST). IEEE"},{"key":"5003_CR17","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3736","author":"A Souri","year":"2019","unstructured":"Souri A et al (2019) A systematic review of IoT communication strategies for an efficient smart environment. Trans Emerg Telecommun Technol e3736. https:\/\/doi.org\/10.1002\/ett.3736","journal-title":"Trans Emerg Telecommun Technol"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-05003-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-020-05003-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-020-05003-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,15]],"date-time":"2021-05-15T23:21:49Z","timestamp":1621120909000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-020-05003-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,16]]},"references-count":17,"journal-issue":{"issue":"22","published-print":{"date-parts":[[2020,11]]}},"alternative-id":["5003"],"URL":"https:\/\/doi.org\/10.1007\/s00500-020-05003-6","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,16]]},"assertion":[{"value":"16 May 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"All authors declare that there is no conflict of interest in this manuscript.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human and animal rights"}}]}}