{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T13:38:07Z","timestamp":1773668287124,"version":"3.50.1"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319311647","type":"print"},{"value":"9783319311654","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-31165-4_12","type":"book-chapter","created":{"date-parts":[[2016,3,21]],"date-time":"2016-03-21T12:22:45Z","timestamp":1458562965000},"page":"116-123","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["An Approach for Implementing ISA 95-Compliant Big Data Observation, Analysis and Diagnosis Features in Industry 4.0 Vision Following Manufacturing Systems"],"prefix":"10.1007","author":[{"given":"Kevin","family":"Nagorny","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sebastian","family":"Scholze","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9","family":"Barata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Armando Walter","family":"Colombo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"12_CR1","unstructured":"Gantz, J., Reinsel, D.: The Digital Universe in 2020: Big Data, Bigger Digital Shadows, and Biggest Growth in the Far East Executive Summary: A Universe of Opportunities and Challenges. International Data Corporation (IDC) (2012)"},{"key":"12_CR2","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/MIE.2014.2312079","volume":"8","author":"R Drath","year":"2014","unstructured":"Drath, R., Horch, A.: Industrie 4.0: hit or hype? [Industry Forum]. IEEE Ind. Electron. Mag. 8, 56\u201358 (2014)","journal-title":"IEEE Ind. Electron. Mag."},{"key":"12_CR3","doi-asserted-by":"crossref","unstructured":"Maier, A.: Online passive learning of timed automata for cyber-physical production systems. In: 12th IEEE International Conference on Industrial Informatics (INDIN 2014), pp. 60\u201366 (2014)","DOI":"10.1109\/INDIN.2014.6945484"},{"key":"12_CR4","doi-asserted-by":"crossref","unstructured":"Stokic, D., Scholze, S., Barata, J.: Self-learning embedded services for integration of complex, flexible production systems. In: IECON 2011-37th Annual Conference on IEEE Industrial Electronics Society, pp. 415\u2013420 (2011)","DOI":"10.1109\/IECON.2011.6119346"},{"key":"12_CR5","volume-title":"Theory of Computation: Formal Languages, Automata, and Complexity","author":"JG Brookshear","year":"1989","unstructured":"Brookshear, J.G.: Theory of Computation: Formal Languages, Automata, and Complexity. Benjamin\/Cummings Publishing Company, Redwood City (1989)"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Leung, C.K.S., MacKinnon, R.K., Fan, J.: Reducing the search space for big data mining for interesting patterns from uncertain data. In: 2014 IEEE International Congress on Big Data (BigData Congress), pp. 315\u2013322 (2014)","DOI":"10.1109\/BigData.Congress.2014.53"},{"key":"12_CR7","volume-title":"Knowledge Discovery in Databases: Techniken und Anwendungen","author":"M Ester","year":"2013","unstructured":"Ester, M., Sander, J.: Knowledge Discovery in Databases: Techniken und Anwendungen. Springer, Heidelberg (2013)"},{"key":"12_CR8","volume-title":"Data Mining for Scientific and Engineering Applications","author":"RL Grossman","year":"2013","unstructured":"Grossman, R.L., Kamath, C., Kegelmeyer, P., Kumar, V., Namburu, R.: Data Mining for Scientific and Engineering Applications. Springer, New York (2013)"},{"key":"12_CR9","unstructured":"Manyika, J., Chui, M., Brown, B., Bughin, J., Dobbs, R., Roxburgh, C., et al.: Big data: the next frontier for innovation, competition, and productivity (2011)"},{"key":"12_CR10","unstructured":"Lohr, S.: The Age of Big Data. The New York Times, 11 February 2012"},{"key":"12_CR11","unstructured":"Beyer, M.: Gartner Says Solving \u2018Big Data\u2019 Challenge Involves More Than Just Managing Volumes of Data, 27 June 2011. \n                    https:\/\/www.gartner.com\/newsroom\/id\/1731916"},{"key":"12_CR12","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51, 107\u2013113 (2008)","journal-title":"Commun. ACM"}],"container-title":["IFIP Advances in Information and Communication Technology","Technological Innovation for Cyber-Physical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-31165-4_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,24]],"date-time":"2020-03-24T01:04:44Z","timestamp":1585011884000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-31165-4_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319311647","9783319311654"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-31165-4_12","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}