{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T05:50:50Z","timestamp":1725861050851},"publisher-location":"Cham","reference-count":36,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319394169"},{"type":"electronic","value":"9783319394176"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-39417-6_5","type":"book-chapter","created":{"date-parts":[[2016,7,9]],"date-time":"2016-07-09T07:55:26Z","timestamp":1468050926000},"page":"103-123","source":"Crossref","is-referenced-by-count":4,"title":["Big Data\u2014Integration and Cleansing Environment for Business Analytics with DICE"],"prefix":"10.1007","author":[{"given":"Wilfried","family":"Grossmann","sequence":"first","affiliation":[]},{"given":"Christoph","family":"Moser","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,7,10]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Laursen, G., Thorlund, J.: Business Analytics For Managers: Taking Business Intelligence Beyond Reporting, vol. 40. Wiley (2010)","DOI":"10.1002\/9781118983812"},{"key":"5_CR2","doi-asserted-by":"crossref","unstructured":"Dunkl, R., Rinderle-Ma, S., Grossmann, W., Fr\u00f6schl, K.A.: A method for analyzing time series data in process mining: application and extension of decision point analysis. In: Information Systems Engineering in Complex Environments, pp. 68\u201384. Springer (2014)","DOI":"10.1007\/978-3-319-19270-3_5"},{"key":"5_CR3","unstructured":"Hinkelmann, K., Pierfranceschi, A.: Combining process modelling and case modeling. In: 8th International Conference Methodologies Technologies Tools Enabling E-Government MeTTeG14 (2014)"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Karagiannis, D., K\u00fchn, H.: Metamodelling platforms, presented at the EC-Web, vol. 2455, p. 182 (2002)","DOI":"10.1007\/3-540-45705-4_19"},{"key":"5_CR5","unstructured":"Chapman, P., Clinton, J., Kerber, R., Khabaza, T., Reinartz, T., Shearer, C., Wirth, R.: CRISP-DM 1.0, CRISP-DM Consort (2000)"},{"key":"5_CR6","unstructured":"Piatetsky-Shapiro, G.: KDnuggets Methodology Poll (2014)"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Grossmann, W.: Metadata, Wiley StatsRef Stat. Ref. Online (2015)","DOI":"10.1002\/9781118445112.stat00454"},{"key":"5_CR8","unstructured":"DGIQ: Deutsche Gesellschaft f\u00fcr Informations- und Datenqualit\u00e4t\u2014Graphische \u00dcbersicht der 15 IQ-Dimensionen (2007)"},{"key":"5_CR9","first-page":"8","volume":"2009","author":"\u00d3 Marb\u00e1n","year":"2009","unstructured":"Marb\u00e1n, \u00d3., Mariscal, G., Segovia, J.: A data mining & knowledge discovery process model. Data Min. Knowl. Discov. Real Life Appl. Tech 2009, 8 (2009)","journal-title":"Data Min. Knowl. Discov. Real Life Appl. Tech"},{"key":"5_CR10","unstructured":"Fr\u00f6schl, K.A., Grossmann, W.: Deciding Statistical Data Quality. New Tech. Technol. Stat. Technol. Know- Pre-Proc, no. 1 (2001)"},{"key":"5_CR11","unstructured":"Rumbaugh, J., Jacobson, I., Booch, G.: Unified Modeling Language Reference Manual, The. Pearson Higher Education (2004)"},{"key":"5_CR12","unstructured":"Brockmans, S., Haase, P., Studer, R.: A MOF-based Metamodel and UML Syntax for Networked Ontologies. In: Presented at the International Semantic Web Conference Georgia, US (2006)"},{"key":"5_CR13","first-page":"65","volume":"2007","author":"S Buckl","year":"2007","unstructured":"Buckl, S., Ernst, A.M., Lankes, J., Schneider, K., Schweda, C.M.: A pattern based approach for constructing enterprise architecture management information models. Wirtsch. Proc. 2007, 65 (2007)","journal-title":"Wirtsch. Proc."},{"key":"5_CR14","first-page":"66","volume":"2007","author":"R Fischer","year":"2007","unstructured":"Fischer, R., Winter, R.: Ein hierarchischer, architekturbasierter Ansatz zur Unterst\u00fctzung des IT\/Business Alignment. Wirtsch. Proc. 2007, 66 (2007)","journal-title":"Wirtsch. Proc."},{"issue":"2\u20133","key":"5_CR15","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1023\/A:1012805713392","volume":"17","author":"H Papageorgiou","year":"2001","unstructured":"Papageorgiou, H., Pentaris, F., Theodorou, E., Vardaki, M., Petrakos, M.: A statistical metadata model for simultaneous manipulation of both data and metadata. J. Intell. Inf. Syst. 17(2\u20133), 169\u2013192 (2001)","journal-title":"J. Intell. Inf. Syst."},{"issue":"2","key":"5_CR16","first-page":"27","volume":"3","author":"H Papageorgiou","year":"2000","unstructured":"Papageorgiou, H., Vardaki, M., Pentaris, F.: Data and metadata transformations. Res. Off. Stat. 3(2), 27\u201343 (2000)","journal-title":"Res. Off. Stat."},{"issue":"4","key":"5_CR17","first-page":"3","volume":"23","author":"E Rahm","year":"2000","unstructured":"Rahm, E., Do, H.H.: Data cleaning: problems and current approaches. IEEE Data Eng Bull 23(4), 3\u201313 (2000)","journal-title":"IEEE Data Eng Bull"},{"key":"5_CR18","first-page":"53","volume":"4","author":"W Grossmann","year":"2009","unstructured":"Grossmann, W.: A conceptual approach for data integration in business analytics. Int. J. Softw. Inf. 4, 53\u201368 (2009)","journal-title":"Int. J. Softw. Inf."},{"key":"5_CR19","first-page":"1","volume":"11","author":"DJ Pearce","year":"2007","unstructured":"Pearce, D.J., Kelly, P.H.: A dynamic topological sort algorithm for directed acyclic graphs. J. Exp. Algorithmics JEA 11, 1\u20137 (2007)","journal-title":"J. Exp. Algorithmics JEA"},{"key":"5_CR20","unstructured":"Pieterse, V., Black, P.E.: Dictionary of Algorithms and Data Structures (2015)"},{"issue":"11","key":"5_CR21","doi-asserted-by":"crossref","first-page":"558","DOI":"10.1145\/368996.369025","volume":"5","author":"AB Kahn","year":"1962","unstructured":"Kahn, A.B.: Topological sorting of large networks. Commun. ACM 5(11), 558\u2013562 (1962)","journal-title":"Commun. ACM"},{"issue":"1","key":"5_CR22","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1145\/128762.128764","volume":"24","author":"P Mishra","year":"1992","unstructured":"Mishra, P., Eich, M.H.: Join processing in relational databases. ACM Comput. Surv. CSUR 24(1), 63\u2013113 (1992)","journal-title":"ACM Comput. Surv. CSUR"},{"key":"5_CR23","unstructured":"DeWitt, D.J., Naughton, J.F., Schneider, D.A.: An evaluation of non-equijoin algorithms. In: Presented at the Proceedings of the 17th International Conference on Very Large Data Bases, pp. 443\u2013452 (1991)"},{"key":"5_CR24","doi-asserted-by":"crossref","unstructured":"Zhou, J.: Nested Loop Join. In: Encyclopedia of Database Systems, p. 1895 Springer (2009)","DOI":"10.1007\/978-0-387-39940-9_868"},{"issue":"5","key":"5_CR25","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1002\/wics.108","volume":"2","author":"TH Herzog","year":"2010","unstructured":"Herzog, T.H., Scheuren, F., Winkler, W.E.: Record linkage. Wiley Interdiscip. Rev. Comput. Stat. 2(5), 535\u2013543 (2010)","journal-title":"Wiley Interdiscip. Rev. Comput. Stat."},{"key":"5_CR26","unstructured":"Cohen, W., Ravikumar, P., Fienberg, S.: A comparison of string metrics for matching names and records. In: Presented at the Kdd workshop on data cleaning and object consolidation, vol. 3, pp. 73\u201378 (2003)"},{"key":"5_CR27","unstructured":"Fill, H.-G., Redmond, T., Karagiannis, D.: FDMM: A Formalism for Describing ADOxx Meta Models and Models (2012)"},{"key":"5_CR28","unstructured":"Gordon, J., Perrey, J., Spillecke, D.: Big data, analytics and the future of marketing and sales. Forbes Com (2013)"},{"issue":"1\u20132","key":"5_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retr. 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found. Trends Inf. Retr."},{"key":"5_CR30","doi-asserted-by":"crossref","unstructured":"Yu, Y., Dang, J.: Semantic mining on customer survey. In: Presented at the Proceedings of the 8th International Conference on Semantic Systems, pp. 72\u201379 (2012)","DOI":"10.1145\/2362499.2362510"},{"key":"5_CR31","unstructured":"Yuan, Y.C., Multiple imputation for missing data: Concepts and new development (Version 9.0). SAS Inst. Inc Rockv. MD, vol. 49 (2010)"},{"key":"5_CR32","unstructured":"ISO\/IEC 9075-1.2008: Information technology\u2014Database design\u2014SQL\u2014Part 1: Framework (SQL\/Framework). ISO\/IEC (2008)"},{"key":"5_CR33","unstructured":"Van der Loo, M.P.: The stringdist package for approximate string matching. The R (2014)"},{"key":"5_CR34","doi-asserted-by":"crossref","unstructured":"Starbuck, W.H.: Organizations as action generators. Am. Sociol. Rev. pp. 91\u2013102, 1983","DOI":"10.2307\/2095147"},{"issue":"1","key":"5_CR35","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1016\/j.dss.2012.05.044","volume":"55","author":"D Delen","year":"2013","unstructured":"Delen, D., Demirkan, H.: Data, information and analytics as services. Decis. Support Syst. 55(1), 359\u2013363 (2013)","journal-title":"Decis. Support Syst."},{"key":"5_CR36","unstructured":"Karagiannis, D., Visic, N.: Platform-as-a-Service (PaaS): The ADOxx Metamodelling Platform (2011)"}],"container-title":["Domain-Specific Conceptual Modeling"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-39417-6_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,23]],"date-time":"2020-09-23T18:23:52Z","timestamp":1600885432000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-39417-6_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319394169","9783319394176"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-39417-6_5","relation":{},"subject":[],"published":{"date-parts":[[2016]]}}}