{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T21:49:18Z","timestamp":1767649758623,"version":"3.41.0"},"reference-count":44,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1109\/icphys.2018.8387631","type":"proceedings-article","created":{"date-parts":[[2018,6,25]],"date-time":"2018-06-25T19:28:02Z","timestamp":1529954882000},"page":"20-25","source":"Crossref","is-referenced-by-count":10,"title":["An intelligent system for smart buildings using machine learning and semantic technologies: A hybrid data-knowledge approach"],"prefix":"10.1109","author":[{"given":"Ioan","family":"Szilagyi","sequence":"first","affiliation":[]},{"given":"Patrice","family":"Wira","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2017.8001465"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.segan.2016.02.005"},{"journal-title":"ifcOWL-openBIMstandards org","year":"0","key":"ref33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICODSE.2014.7062671"},{"key":"ref31","article-title":"Semantic-based Smart Homes: a Multi-Agent Approach","author":"loseto","year":"2012","journal-title":"WOA"},{"key":"ref30","article-title":"Capturing the Contributions of the Semantic Web to the loT: A Unifying Vision","author":"seydoux","year":"2017","journal-title":"Semantic Web Technologies for the Internet of Things Workshop colocated with 16th ISWC-2017"},{"journal-title":"Psychology European Edition","year":"2011","author":"schacter","key":"ref37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1108\/17440080911006199"},{"journal-title":"Home-Welcome to buildingSMART-Tech org","year":"0","key":"ref35"},{"key":"ref34","article-title":"A Semantic Web Approach for Building View Definitions","author":"de farias","year":"2016","journal-title":"buildingSMART International Standards Summit"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1869983.1870005"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCRI.2015.17"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.11.044"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2016.2615575"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2016.01.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.08.027"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.11.048"},{"journal-title":"EN 15251","year":"0","author":"standards","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2015.2513749"},{"journal-title":"Concerted Action EPBD Workshop-The role of smart buildings for energy efficiency","article-title":"BUILD UP","year":"0","key":"ref18"},{"journal-title":"Smart Buildings Energy Efficiency First","article-title":"EuroACE","year":"0","key":"ref19"},{"journal-title":"loT-Lite Ontology","year":"0","key":"ref28"},{"journal-title":"Final energy consumption in households","year":"0","key":"ref4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/69.542029"},{"journal-title":"Energy","article-title":"Buildings-Energy-European Commission","year":"0","key":"ref3"},{"key":"ref6","article-title":"Destined to disappoint: programmable thermostat savings are only as good as the assumptions about their operating characteristics","author":"malinick","year":"2012","journal-title":"ACEEE Summer Study on Energy Efficiency in Buildings"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2016.7793744"},{"journal-title":"How much energy is consumed in U S residential and commercial buildings?-FAQ-U S Energy Information Administration (EIA)","year":"0","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s12273-017-0361-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.erss.2015.06.002"},{"key":"ref2","article-title":"Towards a definition of the Internet of Things (IoT)","author":"minerva","year":"2015","journal-title":"The Internet-II initiative"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MDT.2012.2201439"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/sj.jea.7500165"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1108\/F-10-2013-0076"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1108\/SASBE-01-2014-0003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2014.11.063"},{"journal-title":"Machine learning applications for data center optimization","year":"2014","author":"gao","key":"ref42"},{"journal-title":"Smart Readiness Indicator for Buildings | Smart Readiness Indicator for Buildings","year":"0","key":"ref24"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2481183"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2017.2724579"},{"key":"ref44","first-page":"12","article-title":"Enabling context-aware smart home with semantic web technologies","volume":"6","author":"zhang","year":"2005","journal-title":"Int J Human-Friendly Welfare Robot Syst"},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-46193-8","author":"shi","year":"2015","journal-title":"Intelligent Knowledge A Study beyond Data Mining"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35395-6_30"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2007.06.002"}],"event":{"name":"2018 IEEE Industrial Cyber-Physical Systems (ICPS)","start":{"date-parts":[[2018,5,15]]},"location":"St. Petersburg","end":{"date-parts":[[2018,5,18]]}},"container-title":["2018 IEEE Industrial Cyber-Physical Systems (ICPS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8376183\/8387624\/08387631.pdf?arnumber=8387631","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T09:34:57Z","timestamp":1751708097000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8387631\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/icphys.2018.8387631","relation":{},"subject":[],"published":{"date-parts":[[2018,5]]}}}