{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:02:31Z","timestamp":1784300551747,"version":"3.55.0"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,8,18]],"date-time":"2018-08-18T00:00:00Z","timestamp":1534550400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1007\/s12652-018-0972-3","type":"journal-article","created":{"date-parts":[[2018,8,18]],"date-time":"2018-08-18T12:24:31Z","timestamp":1534595071000},"page":"1451-1458","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":41,"title":["Neural-network based adaptive context prediction model for ambient intelligence"],"prefix":"10.1007","volume":"11","author":[{"given":"Joo-Chang","family":"Kim","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyungyong","family":"Chung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,8,18]]},"reference":[{"key":"972_CR1","doi-asserted-by":"crossref","unstructured":"Adomavicius G, Tuzhilin A (2011) Context-aware recommender systems. In: Recommender systems handbook, pp 217\u2013253","DOI":"10.1007\/978-0-387-85820-3_7"},{"key":"972_CR2","unstructured":"Agrawal R, Srikant R (1994) Fast algorithms for mining association rules. In: Proceedings of the 20th international conference on very large data bases, VLDB 1215, pp 487\u2013499"},{"key":"972_CR3","doi-asserted-by":"crossref","unstructured":"Agrawal R, Srikant R (1995) Mining sequential patterns. In: Proceedings of the eleventh international conference on data engineering, USA, pp 3\u201314","DOI":"10.1109\/ICDE.1995.380415"},{"key":"972_CR4","unstructured":"ATHENA Standard Vocabulary (2018) Observational health data sciences and informatics [online]. \nhttps:\/\/www.ohdsi.org\n\n. Accessed 16 Apr 2018"},{"issue":"15","key":"972_CR5","doi-asserted-by":"publisher","first-page":"2787","DOI":"10.1016\/j.comnet.2010.05.010","volume":"54","author":"L Atzori","year":"2010","unstructured":"Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput Netw 54(15):2787\u20132805","journal-title":"Comput Netw"},{"issue":"2","key":"972_CR6","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1007\/s12652-017-0510-8","volume":"9","author":"A Chaib","year":"2018","unstructured":"Chaib A, Boussebough I, Chaoui A (2018) Adaptive service composition in an ambient environment with a multi-agent system. J Ambient Intell Humaniz Comput 9(2):367\u2013380","journal-title":"J Ambient Intell Humaniz Comput"},{"issue":"2","key":"972_CR7","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/s12652-015-0311-x","volume":"9","author":"T Chen","year":"2018","unstructured":"Chen T, Tsai HR (2018) Application of industrial engineering concepts and techniques to ambient intelligence: a case study. J Ambient Intell Humaniz Comput 9(2):215\u2013223","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"972_CR8","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-018-2334-5","author":"K Chung","year":"2018","unstructured":"Chung K, Park RC (2018) Chatbot-based healthcare service with a knowledge base for cloud computing. Clust Comput. \nhttps:\/\/doi.org\/10.1007\/s10586-018-2334-5","journal-title":"Clust Comput"},{"issue":"1","key":"972_CR9","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/s10799-015-0241-5","volume":"17","author":"K Chung","year":"2016","unstructured":"Chung K, Kim JC, Park RC (2016) Knowledge-based health service considering user convenience using hybrid Wi-Fi P2P. Inf Technol Manag 17(1):67\u201380","journal-title":"Inf Technol Manag"},{"key":"972_CR10","unstructured":"HL7 (2018) Health Level Seven International [online]. \nhttp:\/\/www.hl7.org\n\n. Accessed 16 Apr 2018"},{"issue":"1","key":"972_CR11","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/MIC.2003.1167344","volume":"7","author":"G Linden","year":"2003","unstructured":"Linden G, Smith B, York J (2003) Amazon. com recommendations: Item-to-item collaborative filtering. IEEE Internet Comput 7(1):76\u201380","journal-title":"IEEE Internet Comput"},{"issue":"1","key":"972_CR12","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1007\/s10799-015-0218-4","volume":"17","author":"H Jung","year":"2016","unstructured":"Jung H, Chung K (2016a) Knowledge-based dietary nutrition recommendation for obese management. Inf Technol Manag 17(1):29\u201342","journal-title":"Inf Technol Manag"},{"issue":"2","key":"972_CR13","doi-asserted-by":"publisher","first-page":"967","DOI":"10.1007\/s10586-016-0549-x","volume":"19","author":"H Jung","year":"2016","unstructured":"Jung H, Chung K (2016b) Life style improvement mobile service for high risk chronic disease based on PHR platform. Clust Comput 19(2):967\u2013977","journal-title":"Clust Comput"},{"issue":"2","key":"972_CR14","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/s11277-013-1231-8","volume":"73","author":"EY Jung","year":"2013","unstructured":"Jung EY, Kim JH, Chung K, Park DK (2013) Home health gateway based healthcare services through U-health platform. Wirel Pers Commun 73(2):207\u2013218","journal-title":"Wirel Pers Commun"},{"issue":"4","key":"972_CR15","doi-asserted-by":"publisher","first-page":"2261","DOI":"10.1007\/s10586-016-0672-8","volume":"19","author":"H Jung","year":"2016","unstructured":"Jung H, Yoo H, Chung K (2016) Associative context mining for ontology-driven hidden knowledge discovery. Clust Comput 19(4):2261\u20132227","journal-title":"Clust Comput"},{"issue":"1","key":"972_CR16","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1007\/s10586-016-0702-6","volume":"20","author":"JC Kim","year":"2017","unstructured":"Kim JC, Chung K (2017) Emerging risk forecast system using associative index mining analysis. Clust Comput 20(1):547\u2013558","journal-title":"Clust Comput"},{"key":"972_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-018-0631-7","author":"JC Kim","year":"2018","unstructured":"Kim JC, Chung K (2018) Mining health-risk factors using PHR similarity in a hybrid P2P network. Peer-to-Peer Netw Appl. \nhttps:\/\/doi.org\/10.1007\/s12083-018-0631-7","journal-title":"Peer-to-Peer Netw Appl"},{"key":"972_CR18","unstructured":"Medical Statistics Information (2017) Health insurance review and assessment service (HIRA) [online]. \nhttp:\/\/opendata.hira.or.kr\n\n. Accessed 2017"},{"issue":"6","key":"972_CR19","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1007\/s12652-016-0411-2","volume":"8","author":"F Orciuoli","year":"2017","unstructured":"Orciuoli F, Parente M (2017) An ontology-driven context-aware recommender system for indoor shopping based on cellular automata. J Ambient Intell Humaniz Comput 8(6):937\u2013955","journal-title":"J Ambient Intell Humaniz Comput"},{"issue":"1","key":"972_CR24","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/s10586-014-0356-1","volume":"18","author":"MJ Rho","year":"2016","unstructured":"Rho MJ, Kim HS, Chung K, Choi IY (2016) Factors Influencing the Acceptance of Telemedicine for Diabetes Management. Cluster Comput 18(1):321\u2013331","journal-title":"Cluster Comput"},{"key":"972_CR20","doi-asserted-by":"crossref","unstructured":"Sarwar B, Karypis G, Konstan J, Riedl J (2001) Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th international conference on World Wide Web, ACM, pp 285\u2013295","DOI":"10.1145\/371920.372071"},{"key":"972_CR21","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-0942-0","author":"CW Song","year":"2017","unstructured":"Song CW, Jung H, Chung K (2017) Development of a medical big-data mining process using topic modeling. Clust Comput. \nhttps:\/\/doi.org\/10.1007\/s10586-017-0942-0","journal-title":"Clust Comput"},{"issue":"6","key":"972_CR22","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1007\/s10877-005-2033-7","volume":"19","author":"J Yao","year":"2005","unstructured":"Yao J, Warren S (2005) Applying the ISO\/IEEE 11073 standards to wearable home health monitoring systems. J Clin Monit Comput 19(6):427\u2013436","journal-title":"J Clin Monit Comput"},{"key":"972_CR23","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-017-0620-2","author":"H Yoo","year":"2018","unstructured":"Yoo H, Chung K (2018) Mining-based lifecare recommendation using peer-to-peer dataset and adaptive decision feedback. Peer-to-Peer Netw Appl. \nhttps:\/\/doi.org\/10.1007\/s12083-017-0620-2","journal-title":"Peer-to-Peer Netw Appl"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0972-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-018-0972-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-018-0972-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,21]],"date-time":"2020-03-21T05:10:11Z","timestamp":1584767411000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-018-0972-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,18]]},"references-count":24,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["972"],"URL":"https:\/\/doi.org\/10.1007\/s12652-018-0972-3","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,18]]},"assertion":[{"value":"9 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 August 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 August 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}