{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T13:48:10Z","timestamp":1762004890642},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319623856"},{"type":"electronic","value":"9783319623863"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-62386-3_1","type":"book-chapter","created":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T07:54:51Z","timestamp":1498636491000},"page":"3-28","source":"Crossref","is-referenced-by-count":21,"title":["Responsible Data Science: Using Event Data in a \u201cPeople Friendly\u201d Manner"],"prefix":"10.1007","author":[{"given":"Wil M. P.","family":"van der Aalst","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,29]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-19345-3","volume-title":"Process Mining: Discovery, Conformance and Enhancement of Business Processes","author":"WMP Aalst van der","year":"2011","unstructured":"van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Berlin (2011)"},{"key":"1_CR2","doi-asserted-by":"publisher","unstructured":"van der Aalst, W.M.P., Management, B.P.: A comprehensive survey. ISRN Softw. Eng. 1\u201337 (2013). doi: 10.1155\/2013\/507984","DOI":"10.1155\/2013\/507984"},{"key":"1_CR3","series-title":"Proceedings of the I-ESA Conferences","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/978-3-319-04948-9_2","volume-title":"Enterprise Interoperability VI","author":"WMP Aalst","year":"2014","unstructured":"Aalst, W.M.P.: Data scientist: the engineer of the future. In: Mertins, K., B\u00e9naben, F., Poler, R., Bourri\u00e8res, J.-P. (eds.) Enterprise Interoperability VI. PIC, vol. 7, pp. 13\u201326. Springer, Cham (2014). doi: 10.1007\/978-3-319-04948-9_2"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"van der Aalst, W.M.P.: Green data science: using big data in an \u201cenvironmentally friendly\u201d manner. In: Camp, O., Cordeiro, J. (eds.) Proceedings of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), pp. 9\u201321. Science and Technology Publications, Portugal (2016)","DOI":"10.5220\/0006806900010001"},{"key":"1_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-49851-4","volume-title":"Process Mining: Data Science in Action","author":"WMP Aalst van der","year":"2016","unstructured":"van der Aalst, W.M.P.: Process Mining: Data Science in Action. Springer, Berlin (2016)"},{"issue":"2","key":"1_CR6","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1002\/widm.1045","volume":"2","author":"WMP Aalst van der","year":"2012","unstructured":"van der Aalst, W.M.P., Adriansyah, A., van Dongen, B.: Replaying history on process models for conformance checking and performance analysis. WIREs Data Mining Knowl. Discov. 2(2), 182\u2013192 (2012)","journal-title":"WIREs Data Mining Knowl. Discov."},{"key":"1_CR7","doi-asserted-by":"crossref","unstructured":"Burattin, A., Sperduti, A., van der Aalst, W.M.P.: Control-flow discovery from event streams. In: IEEE Congress on Evolutionary Computation (CEC 2014), pp. 2420\u20132427. IEEE Computer Society (2014)","DOI":"10.1109\/CEC.2014.6900341"},{"issue":"2","key":"1_CR8","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1007\/s10618-010-0190-x","volume":"21","author":"T Calders","year":"2010","unstructured":"Calders, T., Verwer, S.: Three naive bayes approaches for discrimination-aware classification. Data Min. Knowl. Disc. 21(2), 277\u2013292 (2010)","journal-title":"Data Min. Knowl. Disc."},{"key":"1_CR9","volume-title":"Statistical Inference","author":"G Casella","year":"2002","unstructured":"Casella, G., Berger, R.L.: Statistical Inference, 2nd edn. Duxbury Press, Delhi (2002)","edition":"2"},{"key":"1_CR10","unstructured":"Council of the European Union. General Data Protection Regulation (GDPR). Regulation (EU) 2016\/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95\/46\/EC, April 2016"},{"key":"1_CR11","unstructured":"Donoho, D.: 50 years of Data Science. Technical report, Stanford University, September 2015. Based on a Presentation at the Tukey Centennial Workshop, Princeton, NJ, 18 September 2015"},{"key":"1_CR12","unstructured":"European Commission: Directive 95\/46\/EC of the European Parliament and of the Council on the Protection of Individuals with Wegard to the Processing of Personal Data and on the Free Movement of Such Data. Official Journal of the European Communities, No L 281\/31, October 1995"},{"key":"1_CR13","unstructured":"IEEE Task Force on Process Mining: XES Standard Definition (2013). www.xes-standard.org"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Kamiran, F., Calders, T., Pechenizkiy, M.: Discrimination-aware decision-tree learning. In: Proceedings of the IEEE International Conference on Data Mining (ICDM 2010), pp. 869\u2013874 (2010)","DOI":"10.1109\/ICDM.2010.50"},{"volume-title":"Responsible Innovation 2: Concepts, Approaches, and Applications","year":"2015","key":"1_CR15","unstructured":"Koops, B.J., Oosterlaken, I., Romijn, H., Swierstra, T., Van den Hoven, J. (eds.): Responsible Innovation 2: Concepts, Approaches, and Applications. Springer, Berlin (2015)"},{"key":"1_CR16","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1007\/978-3-319-15895-2_26","volume-title":"Business Process Management Workshops","author":"SJJ Leemans","year":"2015","unstructured":"Leemans, S.J.J., Fahland, D., Aalst, W.M.P.: Exploring processes and deviations. In: Fournier, F., Mendling, J. (eds.) BPM 2014. LNBIP, vol. 202, pp. 304\u2013316. Springer, Cham (2015). doi: 10.1007\/978-3-319-15895-2_26"},{"key":"1_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4613-8122-8","volume-title":"Simultaneous Statistical Inference","author":"RG Miller","year":"1981","unstructured":"Miller, R.G.: Simultaneous Statistical Inference. Springer, Berlin (1981)"},{"issue":"10","key":"1_CR18","first-page":"1","volume":"1","author":"A Monreale","year":"2014","unstructured":"Monreale, A., Rinzivillo, S., Pratesi, F., Giannotti, F., Pedreschi, D.: Privacy-by-design in big data analytics and social mining. EPJ Data Sci. 1(10), 1\u201326 (2014)","journal-title":"EPJ Data Sci."},{"key":"1_CR19","volume-title":"Concise Survey of Computer Methods","author":"P Naur","year":"1974","unstructured":"Naur, P.: Concise Survey of Computer Methods. Studentlitteratur Lund, Akademisk Forlag, Kobenhaven (1974)"},{"key":"1_CR20","unstructured":"Nelson, G.S.: Practical Implications of Sharing Data: A Primer on Data Privacy, Anonymization, and De-Identification. Paper 1884\u20132015, ThotWave Technologies, Chapel Hill (2015)"},{"volume-title":"Responsible Innovation","year":"2013","key":"1_CR21","unstructured":"Owen, R., Bessant, J., Heintz, M. (eds.): Responsible Innovation. Wiley, Hoboken (2013)"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Pedreshi, D., Ruggieri, S., Turini, F.: Discrimination-aware data mining. In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 560\u2013568. ACM (2008)","DOI":"10.1145\/1401890.1401959"},{"key":"1_CR23","unstructured":"President\u2019s Council of Advisors on Science and Technology: Big Data and Privacy: A Technological Perspective (Report to the President). Executive Office of the President, US-PCAST, May 2014"},{"key":"1_CR24","unstructured":"Press, G.: A very short history of data science. Forbes Technology (2013). http:\/\/www.forbes.com\/sites\/gilpress\/2013\/05\/28\/a-very-short-history-of-data-science\/"},{"key":"1_CR25","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9781139058452","volume-title":"Mining of Massive Datasets","author":"A Rajaraman","year":"2011","unstructured":"Rajaraman, A., Ullman, J.D.: Mining of Massive Datasets. Cambridge University Press, Cambridge (2011)"},{"key":"1_CR26","doi-asserted-by":"crossref","unstructured":"Ruggieri, S., Pedreshi, D., Turini, F.: DCUBE: discrimination discovery in databases. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1127\u20131130. ACM (2010)","DOI":"10.1145\/1807167.1807298"},{"issue":"1","key":"1_CR27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1214\/aoms\/1177704711","volume":"33","author":"JW Tukey","year":"1962","unstructured":"Tukey, J.W.: The future of data analysis. Ann. Math. Stat. 33(1), 1\u201367 (1962)","journal-title":"Ann. Math. Stat."},{"key":"1_CR28","volume-title":"Spurious Correlations","author":"T Vigen","year":"2015","unstructured":"Vigen, T.: Spurious Correlations. Hachette Books, New York (2015)"},{"key":"1_CR29","unstructured":"van Zelst, S.J., van Dongen, B.F., van der Aalst, W.M.P.: Know what you stream: generating event streams from CPN models in ProM 6. In: Proceedings of the BPM2015 Demo Session. CEURWorkshop Proceedings, vol. 1418, pp. 85\u201389 (2015). http:\/\/ceur-ws.org\/"}],"container-title":["Lecture Notes in Business Information Processing","Enterprise Information Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-62386-3_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T08:36:47Z","timestamp":1569573407000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-62386-3_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319623856","9783319623863"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-62386-3_1","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2017]]}}}