{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T15:11:22Z","timestamp":1774624282833,"version":"3.50.1"},"reference-count":54,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["AIS"],"published-print":{"date-parts":[[2017,4,12]]},"DOI":"10.3233\/ais-170432","type":"journal-article","created":{"date-parts":[[2017,4,14]],"date-time":"2017-04-14T15:40:33Z","timestamp":1492184433000},"page":"287-298","source":"Crossref","is-referenced-by-count":156,"title":["The intelligent industry of the future: A\u00a0survey on emerging trends, research challenges and opportunities in Industry 4.0"],"prefix":"10.1177","volume":"9","author":[{"given":"Davy","family":"Preuveneers","sequence":"first","affiliation":[{"name":"imec-DistriNet, Department of Computer Science, KU Leuven, Leuven, Belgium"}]},{"given":"Elisabeth","family":"Ilie-Zudor","sequence":"additional","affiliation":[{"name":"MTA SZTAKI, Hungarian Academy of Sciences, Budapest, Hungary"}]}],"member":"179","reference":[{"issue":"6","key":"10.3233\/AIS-170432_ref1","doi-asserted-by":"publisher","first-page":"805","DOI":"10.3233\/AIS-150348","article-title":"A collaboration based context prediction in smart office","volume":"7","author":"Ahmad","year":"2015","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"issue":"8","key":"10.3233\/AIS-170432_ref2","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1080\/0951192X.2015.1130257","article-title":"A concept for context-aware computing in manufacturing: The white goods case","volume":"29","author":"Alexopoulos","year":"2016","journal-title":"Int. J. Comput. Integr. Manuf."},{"issue":"6","key":"10.3233\/AIS-170432_ref3","doi-asserted-by":"crossref","first-page":"651","DOI":"10.3233\/AIS-140291","article-title":"A generalized model for quantifying the impact of ambient intelligence on smart workplaces: Applications in manufacturing","volume":"6","author":"Aly","year":"2014","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"issue":"15","key":"10.3233\/AIS-170432_ref4","doi-asserted-by":"publisher","first-page":"2787","DOI":"10.1016\/j.comnet.2010.05.010","article-title":"The Internet of Things: A survey","volume":"54","author":"Atzori","year":"2010","journal-title":"Comput. Netw."},{"issue":"1","key":"10.3233\/AIS-170432_ref5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/2192-1962-3-12","article-title":"Intelligent environments: A manifesto","volume":"3","author":"Augusto","year":"2013","journal-title":"Human-Centric Computing and Information Sciences"},{"issue":"4","key":"10.3233\/AIS-170432_ref6","doi-asserted-by":"publisher","first-page":"971","DOI":"10.3390\/fi4040971","article-title":"The cousins of Stuxnet: Duqu, Flame, and Gauss","volume":"4","author":"Bencs\u00e1th","year":"2012","journal-title":"Future Internet"},{"issue":"3","key":"10.3233\/AIS-170432_ref7","doi-asserted-by":"publisher","first-page":"287","DOI":"10.3233\/AIS-160381","article-title":"Mining sequential patterns to efficiently manage energy storage systems within smart home buildings","volume":"8","author":"Bot\u00f3n-Fern\u00e1ndez","year":"2016","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"issue":"2","key":"10.3233\/AIS-170432_ref10","doi-asserted-by":"publisher","first-page":"96","DOI":"10.3390\/fi2020096","article-title":"Survey on wireless sensor network technologies for industrial automation: The security and quality of service perspectives","volume":"2","author":"Christin","year":"2010","journal-title":"Future Internet"},{"key":"10.3233\/AIS-170432_ref11","unstructured":"A.W.\u00a0Colombo, S.\u00a0Karnouskos and J.M.\u00a0Mendes, Factory of the future: A service-oriented system of modular, dynamic reconfigurable and collaborative systems, in: Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management, L.\u00a0Benyoucef and B.\u00a0Grabot, eds, Springer, 2010. ISBN 978-1-84996-118-9."},{"key":"10.3233\/AIS-170432_ref12","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1016\/j.procir.2015.12.027","article-title":"Context-awareness: A key enabler for ubiquitous access to manufacturing knowledge","volume":"41","author":"Dhuieb","year":"2016","journal-title":"Procedia CIRP"},{"issue":"3","key":"10.3233\/AIS-170432_ref13","doi-asserted-by":"publisher","first-page":"347","DOI":"10.3233\/AIS-160374","article-title":"Fly4SmartCity: A cloud robotics service for smart city applications","volume":"8","author":"Ermacora","year":"2016","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-170432_ref14","doi-asserted-by":"crossref","unstructured":"H.\u00a0Flatt, N.\u00a0Koch, C.\u00a0R\u00f6cker, A.\u00a0G\u00fcnter and J.\u00a0Jasperneite, A\u00a0context-aware assistance system for maintenance applications in smart factories based on augmented reality and indoor localization, in: 2015 IEEE 20th Conference on Emerging Technologies Factory Automation (ETFA), 2015, pp.\u00a01\u20134.","DOI":"10.1109\/ETFA.2015.7301586"},{"issue":"1","key":"10.3233\/AIS-170432_ref15","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1109\/TII.2012.2209668","article-title":"Computer communication within industrial distributed environment \u2013 A survey","volume":"9","author":"Gaj","year":"2013","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"4","key":"10.3233\/AIS-170432_ref16","doi-asserted-by":"publisher","first-page":"461","DOI":"10.3233\/AIS-150330","article-title":"Sensor based efficient decision making framework for remote healthcare","volume":"7","author":"Ganapathy","year":"2015","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-170432_ref17","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2014.6945523"},{"issue":"7","key":"10.3233\/AIS-170432_ref18","doi-asserted-by":"publisher","first-page":"1645","DOI":"10.1016\/j.future.2013.01.010","article-title":"Internet of Things (IoT): A vision, architectural elements, and future directions","volume":"29","author":"Gubbi","year":"2013","journal-title":"Future Gener. Comput. Syst."},{"key":"10.3233\/AIS-170432_ref19","unstructured":"V.C.\u00a0Gungor and G.P.\u00a0Hancke, Industrial Wireless Sensor Networks: Applications, Protocols, and Standards, 1st edn, CRC Press, Boca Raton, FL, USA, 2013."},{"key":"10.3233\/AIS-170432_ref20","doi-asserted-by":"publisher","DOI":"10.1049\/ic.2010.0328"},{"issue":"4","key":"10.3233\/AIS-170432_ref21","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1108\/SCM-10-2014-0323","article-title":"Advanced predictive-analysis-based decision support for collaborative logistics networks","volume":"20","author":"Ilie-Zudor","year":"2015","journal-title":"Supply Chain Management: An International Journal"},{"key":"10.3233\/AIS-170432_ref22","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.procir.2016.07.018","article-title":"Efficiency and security of process transparency in production networks \u2013 A\u00a0view of expectations, obstacles and potentials","volume":"52","author":"Ilie-Zudor","year":"2016","journal-title":"Procedia CIRP"},{"key":"10.3233\/AIS-170432_ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2012.6389042"},{"issue":"2","key":"10.3233\/AIS-170432_ref25","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1109\/TASE.2014.2376492","article-title":"A survey of research on cloud robotics and automation","volume":"12","author":"Kehoe","year":"2015","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"key":"10.3233\/AIS-170432_ref26","doi-asserted-by":"crossref","unstructured":"M.\u00a0Langheinrich, Privacy by design \u2013 Principles of privacy-aware ubiquitous systems, in: Proceedings of the 3rd International Conference on Ubiquitous Computing, UbiComp \u201901, Springer-Verlag, London, UK, 2001, pp.\u00a0273\u2013291.","DOI":"10.1007\/3-540-45427-6_23"},{"issue":"3","key":"10.3233\/AIS-170432_ref27","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1109\/MSP.2011.67","article-title":"Stuxnet: Dissecting a cyberwarfare weapon","volume":"9","author":"Langner","year":"2011","journal-title":"IEEE Security and Privacy"},{"key":"10.3233\/AIS-170432_ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISORC.2008.25"},{"key":"10.3233\/AIS-170432_ref29","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.mfglet.2014.12.001","article-title":"A cyber-physical systems architecture for Industry 4.0-based manufacturing systems","volume":"3","author":"Lee","year":"2015","journal-title":"Manufacturing Letters"},{"key":"10.3233\/AIS-170432_ref30","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.procir.2014.02.001","article-title":"Service innovation and smart analytics for Industry 4.0 and big data environment","volume":"16","author":"Lee","year":"2014","journal-title":"Procedia CIRP"},{"issue":"1","key":"10.3233\/AIS-170432_ref31","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s11276-015-1133-7","article-title":"A\u00a0review of industrial wireless networks in the context of Industry 4.0","volume":"23","author":"Li","year":"2017","journal-title":"Wirel. Netw."},{"key":"10.3233\/AIS-170432_ref32","doi-asserted-by":"crossref","unstructured":"W.T.\u00a0Lunardi, E.\u00a0de\u00a0Matos, R.\u00a0Tiburski, L.A.\u00a0Amaral, S.\u00a0Marczak and F.\u00a0Hessel, Context-based search engine for industrial IoT: Discovery, search, selection, and usage of devices, in: 2015 IEEE 20th Conference on Emerging Technologies Factory Automation (ETFA), 2015, pp.\u00a01\u20138.","DOI":"10.1109\/ETFA.2015.7301477"},{"issue":"2","key":"10.3233\/AIS-170432_ref33","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1016\/j.mechmachtheory.2008.03.006","article-title":"Beyond intelligent manufacturing: A new generation of flexible intelligent NC machines","volume":"44","author":"Mekid","year":"2009","journal-title":"Mechanism and Machine Theory"},{"issue":"4","key":"10.3233\/AIS-170432_ref34","doi-asserted-by":"crossref","first-page":"441","DOI":"10.3233\/AIS-2010-0087","article-title":"Tracking with high-density, large-scale wireless sensor networks","volume":"2","author":"Merico","year":"2010","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-170432_ref35","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.procir.2014.03.115","article-title":"Cyber-physical production systems: Roots, expectations and R&D challenges","volume":"17","author":"Monostori","year":"2014","journal-title":"Procedia CIRP"},{"issue":"2","key":"10.3233\/AIS-170432_ref36","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1016\/j.cirp.2016.06.005","article-title":"Cyber-physical systems in manufacturing","volume":"65","author":"Monostori","year":"2016","journal-title":"CIRP Annals \u2013 Manufacturing Technology"},{"issue":"2","key":"10.3233\/AIS-170432_ref37","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1016\/S0007-8506(18)30216-6","article-title":"Machine learning approaches to manufacturing","volume":"45","author":"Monostori","year":"1996","journal-title":"CIRP Annals \u2013 Manufacturing Technology"},{"issue":"4","key":"10.3233\/AIS-170432_ref38","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1016\/j.cose.2012.02.009","article-title":"SCADA security in the light of cyber-warfare","volume":"31","author":"Nicholson","year":"2012","journal-title":"Comput. Secur."},{"key":"10.3233\/AIS-170432_ref39","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-015-0028-x"},{"issue":"1","key":"10.3233\/AIS-170432_ref40","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1109\/SURV.2013.042313.00197","article-title":"Context aware computing for the Internet of Things: A survey","volume":"16","author":"Perera","year":"2014","journal-title":"IEEE Communications Surveys Tutorials"},{"issue":"5","key":"10.3233\/AIS-170432_ref41","doi-asserted-by":"publisher","first-page":"986","DOI":"10.1109\/JPROC.2015.2508640","article-title":"Empowering user interfaces for Industrie 4.0","volume":"104","author":"Pfeiffer","year":"2016","journal-title":"Proceedings of the IEEE"},{"issue":"5","key":"10.3233\/AIS-170432_ref42","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1243\/095440505X32274","article-title":"Machine-learning techniques and their applications in manufacturing","volume":"219","author":"Pham","year":"2005","journal-title":"Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"},{"key":"10.3233\/AIS-170432_ref43","doi-asserted-by":"crossref","unstructured":"M.A.\u00a0Pisching, F.\u00a0Junqueira, D.J.S.\u00a0Filho and P.E.\u00a0Miyagi, Service composition in the cloud-based manufacturing focused on the Industry 4.0, in: Technological Innovation for Cloud-Based Engineering Systems, Springer International Publishing, Cham, Switzerland, 2015, pp.\u00a065\u201372.","DOI":"10.1007\/978-3-319-16766-4_7"},{"issue":"4","key":"10.3233\/AIS-170432_ref44","doi-asserted-by":"publisher","first-page":"467","DOI":"10.3233\/AIS-160384","article-title":"Security and privacy controls for streaming data in extended intelligent environments","volume":"8","author":"Preuveneers","year":"2016","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"issue":"6","key":"10.3233\/AIS-170432_ref45","doi-asserted-by":"crossref","first-page":"595","DOI":"10.3233\/AIS-140284","article-title":"A service robot for monitoring elderly people in the context of ambient assisted living","volume":"6","author":"Pulido","year":"2014","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-170432_ref46","doi-asserted-by":"crossref","unstructured":"R.R.\u00a0Rajkumar, I.\u00a0Lee, L.\u00a0Sha and J.\u00a0Stankovic, Cyber-physical systems: The next computing revolution, in: Proceedings of the 47th Design Automation Conference, DAC \u201910, ACM, New York, NY, USA, 2010, pp.\u00a0731\u2013736.","DOI":"10.1145\/1837274.1837461"},{"issue":"3","key":"10.3233\/AIS-170432_ref47","doi-asserted-by":"publisher","first-page":"1391","DOI":"10.1109\/SURV.2014.012114.00058","article-title":"An industrial perspective on wireless sensor networks \u2013 A survey of requirements, protocols, and challenges","volume":"16","author":"S.","year":"2014","journal-title":"IEEE Communications Surveys Tutorials"},{"key":"10.3233\/AIS-170432_ref48","doi-asserted-by":"crossref","unstructured":"A.R.\u00a0Sadeghi, C.\u00a0Wachsmann and M.\u00a0Waidner, Security and privacy challenges in industrial Internet of Things, in: 2015 52nd ACM\/EDAC\/IEEE Design Automation Conference (DAC), 2015, pp.\u00a01\u20136.","DOI":"10.1145\/2744769.2747942"},{"key":"10.3233\/AIS-170432_ref49","unstructured":"H.\u00a0Sundmaeker, P.\u00a0Guillemin, P.\u00a0Friess and S.\u00a0Woelffl\u00e9\u00a0(eds), Vision and Challenges for Realising the Internet of Things, Publications Office of the European Union, Luxembourg, 2010."},{"issue":"5","key":"10.3233\/AIS-170432_ref50","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1142\/S0218488502001648","article-title":"k-anonymity: A model for protecting privacy","volume":"10","author":"Sweeney","year":"2002","journal-title":"Int. J. Uncertain. Fuzziness Knowl.-Based Syst."},{"issue":"2","key":"10.3233\/AIS-170432_ref51","doi-asserted-by":"crossref","first-page":"83","DOI":"10.3233\/AIS-2011-0100","article-title":"Flexible management of smart homes","volume":"3","author":"Turner","year":"2011","journal-title":"Journal of Ambient Intelligence and Smart Environments"},{"key":"10.3233\/AIS-170432_ref52","doi-asserted-by":"publisher","DOI":"10.1109\/IC3I.2014.7019732"},{"issue":"2","key":"10.3233\/AIS-170432_ref53","first-page":"513","article-title":"The EU general data protection regulation: Toward a property regime for protecting data privacy","volume":"123","author":"Victor","year":"2013","journal-title":"Yale Law Journal"},{"key":"10.3233\/AIS-170432_ref54","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/3159805"},{"issue":"5","key":"10.3233\/AIS-170432_ref55","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1007\/s10845-013-0761-y","article-title":"An approach to monitoring quality in manufacturing using supervised machine learning on product state data","volume":"25","author":"Wuest","year":"2014","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"1","key":"10.3233\/AIS-170432_ref56","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1080\/21693277.2016.1192517","article-title":"Machine learning in manufacturing: Advantages, challenges, and applications","volume":"4","author":"Wuest","year":"2016","journal-title":"Production & Manufacturing Research"},{"issue":"4","key":"10.3233\/AIS-170432_ref57","doi-asserted-by":"publisher","first-page":"2233","DOI":"10.1109\/TII.2014.2300753","article-title":"Internet of Things in industries: A survey","volume":"10","author":"Xu","year":"2014","journal-title":"IEEE Transactions on Industrial Informatics"}],"container-title":["Journal of Ambient Intelligence and Smart Environments"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/AIS-170432","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T18:53:11Z","timestamp":1741632791000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/AIS-170432"}},"subtitle":[],"editor":[{"given":"Davy","family":"Preuveneers","sequence":"additional","affiliation":[]},{"given":"Elisabeth","family":"Ilie-Zudor","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2017,4,12]]},"references-count":54,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3233\/ais-170432","relation":{},"ISSN":["1876-1372","1876-1364"],"issn-type":[{"value":"1876-1372","type":"electronic"},{"value":"1876-1364","type":"print"}],"subject":[],"published":{"date-parts":[[2017,4,12]]}}}