{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:21:22Z","timestamp":1742916082702,"version":"3.40.3"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031720406"},{"type":"electronic","value":"9783031720413"}],"license":[{"start":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T00:00:00Z","timestamp":1730246400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T00:00:00Z","timestamp":1730246400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-72041-3_2","type":"book-chapter","created":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T08:37:53Z","timestamp":1730191073000},"page":"24-37","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Data Catalogs in an Industrial SME Context \u2013 A Systematic Literature Review"],"prefix":"10.1007","author":[{"given":"Dominik","family":"Kick","sequence":"first","affiliation":[]},{"given":"Stefan","family":"R\u00f6sl","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Auer","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Schieder","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,10,30]]},"reference":[{"key":"2_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2021.100206","volume":"18","author":"M Bodenbenner","year":"2021","unstructured":"Bodenbenner, M., Montavon, B., Schmitt, R.H.: FAIR sensor services - towards sustainable sensor data management. Measur. Sens. 18, 100206 (2021). https:\/\/doi.org\/10.1016\/j.measen.2021.100206","journal-title":"Measur. Sens."},{"key":"2_CR2","doi-asserted-by":"publisher","unstructured":"Bodenbenner, M., Pennekamp, J., Montavon, B., Wehrle, K., Schmitt, R.H.: FAIR sensor ecosystem: long-term (re-)usability of FAIR sensor data through contextualization. In: 2023 IEEE 21st International Conference on Industrial Informatics: INDIN 2023, Lemgo, Germany, 17\u201320 July 2023, pp. 1\u20138. IEEE (2023). https:\/\/doi.org\/10.1109\/INDIN51400.2023.10218149","DOI":"10.1109\/INDIN51400.2023.10218149"},{"key":"2_CR98","unstructured":"Brocke, J.V., et al.: Reconstructing the giant: on the importance of rigour in documenting the literature search process. In: European Conference on Information Systems, pp. 2206\u20132217 (2009). http:\/\/dblp.uni-trier.de\/db\/conf\/ecis\/ecis2009.html#BrockeSNRPC09"},{"key":"2_CR3","series-title":"LNNS","doi-asserted-by":"publisher","first-page":"823","DOI":"10.1007\/978-3-030-94191-8_66","volume-title":"Innovations in Smart Cities Applications Volume 5: The Proceedings of the 6th International Conference on Smart City Applications","author":"M Cherradi","year":"2022","unstructured":"Cherradi, M., Haddadi, A.E.L.: Data lakes: a survey paper. In: Ahmed, M.B., Boudhir, A.A., Kara\u0219, \u0130.R., Jain, V., Mellouli, S. (eds.) SCA 2021. LNNS, vol. 393, pp. 823\u2013835. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-030-94191-8_66"},{"key":"2_CR4","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/978-3-030-00063-9_17","volume-title":"New Trends in Databases and Information Systems: ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings","author":"C Diamantini","year":"2018","unstructured":"Diamantini, C., Giudice, P.L., Musarella, L., Potena, D., Storti, E., Ursino, D.: A new metadata model to uniformly handle heterogeneous data lake sources. In: Bencz\u00far, A., et al. (eds.) ADBIS 2018. CCIS, vol. 909, pp. 165\u2013177. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-00063-9_17"},{"key":"2_CR5","doi-asserted-by":"publisher","unstructured":"Eichler, R., Giebler, C., Gr\u00f6ger, C., Hoos, E., Schwarz, H., Mitschang, B.: Enterprise-wide metadata management. In: Business Information Systems, pp. 269\u2013279 (2021a). https:\/\/doi.org\/10.52825\/bis.v1i.47","DOI":"10.52825\/bis.v1i.47"},{"key":"2_CR6","doi-asserted-by":"publisher","unstructured":"Eichler, R., Giebler, C., Gr\u00f6ger, C., Schwarz, H., Mitschang, B.: Modeling metadata in data lakes\u2014a generic model. Data Knowl. Eng. 136, 101931 (2021b). https:\/\/doi.org\/10.1016\/j.datak.2021.101931","DOI":"10.1016\/j.datak.2021.101931"},{"key":"2_CR7","doi-asserted-by":"publisher","unstructured":"Giebler, C., Gr\u00f6ger, C., Hoos, E., Eichler, R., Schwarz, H., Mitschang, B.: The data lake architecture framework, pp. 1617\u20135468. Vorab-Onlinepublikation (2021). https:\/\/doi.org\/10.18420\/btw2021-19","DOI":"10.18420\/btw2021-19"},{"key":"2_CR8","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/978-3-030-27520-4_13","volume-title":"Big Data Analytics and Knowledge Discovery: 21st International Conference, DaWaK 2019, Linz, Austria, August 26\u201329, 2019, Proceedings","author":"C Giebler","year":"2019","unstructured":"Giebler, C., Gr\u00f6ger, C., Hoos, E., Schwarz, H., Mitschang, B.: Leveraging the data lake: current state and challenges. In: Ordonez, C., Song, I.-Y., Anderst-Kotsis, G., Tjoa, M., Khalil, I. (eds.) DaWaK 2019. LNCS, vol. 11708, pp. 179\u2013188. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-27520-4_13"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Guimar\u00e3es, P., et al.: Conceptual model of a federated data lake. In: International Conference on Information Systems Development (ISD) (2022). https:\/\/aisel.aisnet.org\/isd2014\/proceedings2022\/currenttopics\/3","DOI":"10.62036\/ISD.2022.8"},{"key":"2_CR10","doi-asserted-by":"publisher","unstructured":"Hai, R., Geisler, S., Quix, C.: Constance: an intelligent data lake system. In: \u00d6zcan, F., Koutrika, G., Madden, S. (eds.) Proceedings of the 2016 International Conference on Management of Data, pp. 2097\u20132100. ACM (2016). https:\/\/doi.org\/10.1145\/2882903.2899389","DOI":"10.1145\/2882903.2899389"},{"issue":"12","key":"2_CR11","doi-asserted-by":"publisher","first-page":"12571","DOI":"10.1109\/TKDE.2023.3270101","volume":"35","author":"R Hai","year":"2023","unstructured":"Hai, R., Koutras, C., Quix, C., Jarke, M.: Data lakes: a survey of functions and systems. IEEE Trans. Knowl. Data Eng. 35(12), 12571\u201312890 (2023). https:\/\/doi.org\/10.1109\/TKDE.2023.3270101","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"2_CR12","unstructured":"Hellerstein, J.M., Sreekanti, V., et al.: Ground: a data context service (2017). https:\/\/rise.cs.berkeley.edu\/wp-content\/uploads\/2017\/03\/cidr17.pdf"},{"issue":"2","key":"2_CR13","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/s13222-023-00445-2","volume":"23","author":"N Jahnke","year":"2023","unstructured":"Jahnke, N., Otto, B.: Data catalogs in the enterprise: applications and integration. Datenbank-Spektrum 23(2), 89\u201396 (2023). https:\/\/doi.org\/10.1007\/s13222-023-00445-2","journal-title":"Datenbank-Spektrum"},{"key":"2_CR14","series-title":"LNPE","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1007\/978-3-662-62138-7_56","volume-title":"Production at the leading edge of technology: Proceedings of the 10th Congress of the German Academic Association for Production Technology (WGP), Dresden, 23-24 September 2020","author":"C Kaymakci","year":"2021","unstructured":"Kaymakci, C., Sauer, A.: Automated profiling of energy data in manufacturing. In: Behrens, B.-A., Brosius, A., Hintze, W., Ihlenfeldt, S., Wulfsberg, J.P. (eds.) WGP 2020. LNPE, pp. 559\u2013567. Springer, Heidelberg (2021). https:\/\/doi.org\/10.1007\/978-3-662-62138-7_56"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Khairunisak, Kusumasari, T.F., Fauzi, R.: Design guidelines and process of metadata management based on data management body of knowledge. In: 2021 7th International Conference on Information Management (ICIM) (2021)","DOI":"10.1109\/ICIM52229.2021.9417156"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Labadie, C., Legner, C., Eurich, M., Fadler, M.: FAIR enough? Enhancing the usage of enterprise data with data catalogs. In: 2020 IEEE 22nd Conference on Business Informatics (CBI) (2020)","DOI":"10.1109\/CBI49978.2020.00029"},{"key":"2_CR17","unstructured":"Lefebvre, H., Legner, C., Fadler, M.: Data democratization: toward a deeper understanding. In: ICIS 2021 Proceedings (2021). https:\/\/aisel.aisnet.org\/icis2021\/gen_topics\/gen_topics\/7"},{"key":"2_CR18","unstructured":"Meyer, A., Smirnov, S., Weske, M.: Data in business processes. Technische Berichte des Hasso-Plattner-Instituts f\u00fcr Softwaresystemtechnik an der Universit\u00e4t Potsdam: Bd. 50. Univ.-Verl., Potsdam (2011)"},{"key":"2_CR19","unstructured":"Mosley, M., Brackett, M., Earley, S. (eds.): The DAMA Guide to the Data Management Body of Knowledge (DAMA-DMBOK Guide) Edition: (DAMA-DMBOK guide) (Print edition 2010). Technics Publications, LLC (2010)"},{"key":"2_CR20","doi-asserted-by":"publisher","unstructured":"Pennekamp, J., et al.: Towards an infrastructure enabling the internet of production. In: Proceedings 2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS 2019), Taipei, Taiwan, 06\u201309 May 2019, pp. 31\u201337. IEEE (2019). https:\/\/doi.org\/10.1109\/ICPHYS.2019.8780276","DOI":"10.1109\/ICPHYS.2019.8780276"},{"key":"2_CR21","doi-asserted-by":"publisher","unstructured":"Peters, D., Schindler, S.: FAIR for digital twins. CEAS Space J. (2023). https:\/\/doi.org\/10.1007\/s12567-023-00506-y","DOI":"10.1007\/s12567-023-00506-y"},{"key":"2_CR22","series-title":"LNBIP","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-031-53227-6_1","volume-title":"Software Business: 14th International Conference, ICSOB 2023, Lahti, Finland, November 27\u201329, 2023, Proceedings","author":"D Petrik","year":"2024","unstructured":"Petrik, D., Untermann, A., Baars, H.: Functional requirements for enterprise data catalogs: a systematic literature review. In: Hyrynsalmi, S., M\u00fcnch, J., Smolander, K., Melegati, J. (eds.) ICSOB 2023. LNBIP, vol. 500, pp. 3\u201318. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-53227-6_1"},{"key":"2_CR23","unstructured":"Quix, C., Hai, R., Vatov, I.: Metadata extraction and management in data lakes with GEMMS (2016). https:\/\/publica.fraunhofer.de\/entities\/publication\/124ed22a-7796-4fbe-bfbc-1c82a93793c0\/details"},{"key":"2_CR24","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/978-3-030-30278-8_5","volume-title":"New Trends in Databases and Information Systems: ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8\u201311, 2019, Proceedings","author":"F Ravat","year":"2019","unstructured":"Ravat, F., Zhao, Y.: Metadata management for data lakes. In: Welzer, T., et al. (eds.) ADBIS 2019. CCIS, vol. 1064, pp. 37\u201344. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-30278-8_5"},{"key":"2_CR25","doi-asserted-by":"publisher","unstructured":"Riesener, M., Kuhn, M., Lender, B., Schuh, G.: Methodology for automated master data management using artificial intelligence. In: 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 1276\u20131280. IEEE (2022). https:\/\/doi.org\/10.1109\/IEEM55944.2022.9989629","DOI":"10.1109\/IEEM55944.2022.9989629"},{"key":"2_CR26","unstructured":"Samarasinghe, S., Lokuge, S.: Exploring the critical success factors for data democratization (2022). https:\/\/arxiv.org\/pdf\/2212.03059"},{"issue":"1","key":"2_CR27","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/s10844-020-00608-7","volume":"56","author":"P Sawadogo","year":"2021","unstructured":"Sawadogo, P., Darmont, J.: On data lake architectures and metadata management. J. Intell. Inf. Syst. 56(1), 97\u2013120 (2021). https:\/\/doi.org\/10.1007\/s10844-020-00608-7","journal-title":"J. Intell. Inf. Syst."},{"key":"2_CR28","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1007\/978-3-030-30278-8_43","volume-title":"New Trends in Databases and Information Systems: ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8\u201311, 2019, Proceedings","author":"PN Sawadogo","year":"2019","unstructured":"Sawadogo, P.N., Scholly, \u00c9., Favre, C., Ferey, \u00c9., Loudcher, S., Darmont, J.: Metadata systems for data lakes: models and features. In: Welzer, T., et al. (eds.) ADBIS 2019. CCIS, vol. 1064, pp. 440\u2013451. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-30278-8_43"},{"key":"2_CR29","unstructured":"Statista: Anteil der Besch\u00e4ftigten in KMU nach Wirtschaftszweigen. Statista (2023). https:\/\/de.statista.com\/statistik\/daten\/studie\/731946\/umfrage\/anteil-der-beschaeftigten-in-kmu-an-allen-beschaeftigten-in-deutschland-nach-wirtschaftszweigen\/"},{"issue":"1","key":"2_CR30","doi-asserted-by":"publisher","DOI":"10.2196\/25440","volume":"24","author":"H Ulrich","year":"2022","unstructured":"Ulrich, H., et al.: Understanding the nature of metadata: systematic review. J. Med. Internet Res. 24(1), e25440 (2022). https:\/\/doi.org\/10.2196\/25440","journal-title":"J. Med. Internet Res."},{"key":"2_CR31","unstructured":"Vnuk, L., Koronios, A., Gao, J.: Enterprise metadata management: conceptions, issues and capabilities. In: ACIS 2011 Proceedings (2011). https:\/\/aisel.aisnet.org\/acis2011\/83"},{"key":"2_CR32","unstructured":"Vnuk, L., Koronios, A., Gao, J.: Enterprise metadata management: identifying success factors for implementing managed metadata environments. In: PACIS 2012 Proceedings (2012). https:\/\/aisel.aisnet.org\/pacis2012\/42"},{"key":"2_CR33","doi-asserted-by":"publisher","unstructured":"Wagenmann, S., et al.: Reference architecture for metadata management - a case study on data mining in the development of cyber-physical systems. In: 2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 1057\u20131061. IEEE (2023). https:\/\/doi.org\/10.1109\/IEEM58616.2023.10406413","DOI":"10.1109\/IEEM58616.2023.10406413"},{"issue":"1","key":"2_CR34","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/EMR.2018.2809915","volume":"46","author":"D Wang","year":"2018","unstructured":"Wang, D.: Building value in a world of technological change: data analytics and industry 4.0. IEEE Eng. Manag. Rev. 46(1), 32\u201333 (2018). https:\/\/doi.org\/10.1109\/EMR.2018.2809915","journal-title":"IEEE Eng. Manag. Rev."},{"key":"2_CR35","unstructured":"Webster, J., Watson, R.T.: Analyzing the past to prepare for the future: writing a literature review (2002). https:\/\/www.jstor.org\/stable\/4132319"},{"issue":"1","key":"2_CR36","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.18","volume":"3","author":"MD Wilkinson","year":"2016","unstructured":"Wilkinson, M.D., et al.: The FAIR guiding principles for scientific data management and stewardship. Scientific Data 3(1), 160018 (2016). https:\/\/doi.org\/10.1038\/sdata.2016.18","journal-title":"Scientific Data"},{"issue":"8","key":"2_CR37","doi-asserted-by":"publisher","first-page":"5235","DOI":"10.1109\/TSMC.2021.3119871","volume":"52","author":"H Yu","year":"2022","unstructured":"Yu, H., Cai, H., Liu, Z., Xu, B., Jiang, L.: An automated metadata generation method for data lake of industrial WoT applications. IEEE Trans. Syst. Man Cybern. Syst. 52(8), 5235\u20135248 (2022). https:\/\/doi.org\/10.1109\/TSMC.2021.3119871","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"key":"2_CR38","unstructured":"Zaidi, E., De Simoni, G., Edjlali, R., Duncan, A.D.: Data catalogs are the new black in data management and analytics (2017). https:\/\/www.pacificdataintegrators.com\/uploads\/resources\/269\/data-catalogs-are-the-new-black-in-data-management-and-analytics.pdf"},{"key":"2_CR39","doi-asserted-by":"publisher","DOI":"10.1016\/j.array.2022.100176","volume":"14","author":"V Zambrano","year":"2022","unstructured":"Zambrano, V., et al.: Industrial digitalization in the industry 4.0 era: classification, reuse and authoring of digital models on Digital Twin platforms. Array 14, 100176 (2022). https:\/\/doi.org\/10.1016\/j.array.2022.100176","journal-title":"Array"},{"key":"2_CR40","doi-asserted-by":"publisher","unstructured":"Zhao, Y., Megdiche, I., Ravat, F.: Data lake ingestion management. arXiv e-prints (2021). arXiv:2107.02885. https:\/\/doi.org\/10.48550\/arXiv.2107.02885","DOI":"10.48550\/arXiv.2107.02885"}],"container-title":["Communications in Computer and Information Science","Subject-Oriented Business Process Management. Models for Designing Digital Transformations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-72041-3_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T08:38:23Z","timestamp":1730191103000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-72041-3_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,30]]},"ISBN":["9783031720406","9783031720413"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-72041-3_2","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2024,10,30]]},"assertion":[{"value":"30 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"S-BPM ONE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Subject-Oriented Business Process Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Weiden","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 May 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 May 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"s-bpm-one2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/s-bpm-one.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}