{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:19:36Z","timestamp":1743146376252,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030042080"},{"type":"electronic","value":"9783030042097"}],"license":[{"start":{"date-parts":[[2018,11,20]],"date-time":"2018-11-20T00:00:00Z","timestamp":1542672000000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-04209-7_6","type":"book-chapter","created":{"date-parts":[[2018,11,19]],"date-time":"2018-11-19T21:37:15Z","timestamp":1542663435000},"page":"67-78","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Tracking Dynamics in Concurrent Digital Twins"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9132-8532","authenticated-orcid":false,"given":"Michael","family":"Borth","sequence":"first","affiliation":[]},{"given":"Emile","family":"van Gerwen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,20]]},"reference":[{"unstructured":"Monash, C.: Examples and Definition of Machine-Generated Data. Monash Research Publication (2010). www.dbms2.com\/2010\/12\/30\/examples-and-definition-of-machine-generated-data . Accessed Apr 2018","key":"6_CR1"},{"unstructured":"Laney, D., Jain, A.: 100 Data and Analytics Predictions Through 2021. Gartner Report G00332376 (2017)","key":"6_CR2"},{"unstructured":"Gartner Press Release: Gartner Identifies the Top 10 Strategic Technology Trends for 2017. Gartner (2016). www.gartner.com\/newsroom\/id\/3482617 . Accessed Apr 2018","key":"6_CR3"},{"doi-asserted-by":"crossref","unstructured":"Grieves, M., Vickers, J.: Digital twin: mitigating unpredictable, undesirable emergent behavior in complex systems. In: Transdisciplinary Perspectives on Complex Systems, pp. 85\u2013114. Springer International Publishing (2016)","key":"6_CR4","DOI":"10.1007\/978-3-319-38756-7_4"},{"unstructured":"Oracle: Digital twins for IoT applications. Oracle White Paper (2017). www.oracle.com\/us\/solutions\/internetofthings\/digital-twins-for-iot-apps-wp-3491953.pdf . Accessed Apr 2018","key":"6_CR5"},{"key":"6_CR6","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511803161","volume-title":"Causality","author":"J Pearl","year":"2009","unstructured":"Pearl, J.: Causality. Cambridge University Press, New York (2009)"},{"unstructured":"Borth, M.: Probabilistic system summaries for behavior architecting. In: Proceedings of the Complex Systems Design and Management 2014 CEUR Workshop, pp. 71\u201382 (2014)","key":"6_CR7"},{"unstructured":"Christensen, J.J., Andersson, C., Gutt, S.: Remote condition monitoring of Vestas turbines. In: Proceedings European Wind Energy Conference, pp. 1\u201310 (2009)","key":"6_CR8"},{"key":"6_CR9","doi-asserted-by":"crossref","DOI":"10.1201\/b16470","volume-title":"Production and Operations Management Systems","author":"S Gupta","year":"2014","unstructured":"Gupta, S., Starr, M.: Production and Operations Management Systems. CRC Press, Boca Raton (2014)"},{"key":"6_CR10","volume-title":"The Fourth Industrial Revolution","author":"K Schwab","year":"2017","unstructured":"Schwab, K.: The Fourth Industrial Revolution. Portfolio Penguin, London (2017)"},{"key":"6_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3502-4","volume-title":"Bayesian Networks and Decision Graphs","author":"FV Jensen","year":"2001","unstructured":"Jensen, F.V.: Bayesian Networks and Decision Graphs. Springer, New York (2001)"},{"doi-asserted-by":"crossref","unstructured":"Jensen, F.V., Aldenryd, S.H., Jensen, K.B.: Sensitivity analysis in Bayesian networks. In: Carbonell, J.G., et al. (eds.) Symbolic and Quantitative Approaches to Reasoning and Uncertainty. Springer Lecture Notes in CS, vol. 946, pp. 243\u2013250 (1995)","key":"6_CR12","DOI":"10.1007\/3-540-60112-0_28"},{"unstructured":"Koller, D., Pfeffer, A.: Object-oriented Bayesian networks. In: Geiger, D., Shenoy, P.P. (eds.) Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence (UAI 1997), pp. 302\u2013313. Morgan Kaufmann Publishers Inc. (1997)","key":"6_CR13"},{"unstructured":"Laskey, K.B., Mahoney, S.M.: Network fragments: representing knowledge for constructing probabilistic models. In: Geiger, D., Shenoy, P.P. (eds.) Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence (UAI 1997), pp. 334\u2013341. Morgan Kaufmann Publishers Inc. (1997)","key":"6_CR14"},{"doi-asserted-by":"crossref","unstructured":"Borth, M., von Hasseln, H.: Systematic generation of Bayesian networks from systems specifications. In: Musen, M.A., Neumann, B., Studer, R. (eds.) Intelligent Information Processing, pp. 155\u2013166. Kluver (2002)","key":"6_CR15","DOI":"10.1007\/978-0-387-35602-0_14"},{"unstructured":"Western Electric Rules: From Wikipedia. en.wikipedia.org\/wiki\/Western_Electric_rules . Accessed May 2018","key":"6_CR16"},{"issue":"4","key":"6_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2523813","volume":"46","author":"Jo\u00e3o Gama","year":"2014","unstructured":"Gama, J., \u017dliobait\u0117, I., Bifet, A., Pechenizkiy, M., Bouchachia, H.: A survey on concept drift adaptation. ACM Comput. Surv. (CSUR) 46, 44 (2014)","journal-title":"ACM Computing Surveys"},{"key":"6_CR18","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/j.sigpro.2013.12.026","volume":"99","author":"Marco A.F. Pimentel","year":"2014","unstructured":"Pimentel, M.A., Clifton, D.A., Clifton, L., Tarassenko, L.: A review of novelty detection. Signal Process. 215\u2013249 (2014)","journal-title":"Signal Processing"},{"unstructured":"Borth, M., van Gerwen, E.: Data-driven aspects of engineering. In: IEEE SoSE 2018, Paris (2018, accepted)","key":"6_CR19"}],"container-title":["Complex Systems Design & Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-04209-7_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,15]],"date-time":"2020-11-15T15:05:54Z","timestamp":1605452754000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-04209-7_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,20]]},"ISBN":["9783030042080","9783030042097"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-04209-7_6","relation":{},"subject":[],"published":{"date-parts":[[2018,11,20]]},"assertion":[{"value":"20 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSD&M","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Systems Design & Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Paris","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 December 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 December 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csdm2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.2018.csdm-asia.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}