Sanitizing data for analysis: Designing systems for data understanding
Author
Abstract
Suggested Citation
DOI: 10.1007/s12525-023-00677-w
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Wuest, Thorsten & Stahre, Johan, 2020. "Smart Maintenance: a research agenda for industrial maintenance management," International Journal of Production Economics, Elsevier, vol. 224(C).
- Bill Kuechler & Vijay Vaishnavi, 2008. "On theory development in design science research: anatomy of a research project," European Journal of Information Systems, Taylor & Francis Journals, vol. 17(5), pages 489-504, October.
- Christian Janiesch & Patrick Zschech & Kai Heinrich, 2021. "Machine learning and deep learning," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 685-695, September.
- Daniel Fürstenau & Stefan Klein & Amyn Vogel & Carolin Auschra, 2021. "Multi-sided platform and data-driven care research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(4), pages 811-828, December.
- Benjamin M. Abdel-Karim & Nicolas Pfeuffer & Oliver Hinz, 2021. "Machine learning in information systems - a bibliographic review and open research issues," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 643-670, September.
- John Venable & Jan Pries-Heje & Richard Baskerville, 2016. "FEDS: a Framework for Evaluation in Design Science Research," European Journal of Information Systems, Taylor & Francis Journals, vol. 25(1), pages 77-89, January.
- Thong, J. Y. L. & Yap, C. S., 1995. "CEO characteristics, organizational characteristics and information technology adoption in small businesses," Omega, Elsevier, vol. 23(4), pages 429-442, August.
- Rainer Alt, 2021. "How to organize for AI? An interview with Yao-Hua Tan," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 639-642, September.
- Christian Janiesch & Barbara Dinter & Patrick Mikalef & Olgerta Tona, 2022. "Business analytics and big data research in information systems," Journal of Business Analytics, Taylor & Francis Journals, vol. 5(1), pages 1-7, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Rainer Alt, 2021. "Electronic Markets on robotics," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 465-471, September.
- Julius Peter Landwehr & Niklas Kühl & Jannis Walk & Mario Gnädig, 2022. "Design Knowledge for Deep-Learning-Enabled Image-Based Decision Support Systems," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(6), pages 707-728, December.
- Niklas Kühl & Max Schemmer & Marc Goutier & Gerhard Satzger, 2022. "Artificial intelligence and machine learning," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 2235-2244, December.
- Christian Engel & Philipp Ebel & Jan Marco Leimeister, 2022. "Cognitive automation," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 339-350, March.
- Jen-Yu Lee & Tien-Thinh Nguyen & Hong-Giang Nguyen & Jen-Yao Lee, 2022. "Towards Predictive Crude Oil Purchase: A Case Study in the USA and Europe," Energies, MDPI, vol. 15(11), pages 1-15, May.
- Eduard Hartwich & Alexander Rieger & Johannes Sedlmeir & Dominik Jurek & Gilbert Fridgen, 2023. "Machine economies," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-13, December.
- Raffaele Fabio Ciriello & Alexandra Cecilie Gjøl Torbensen & Magnus Rotvit Perlt Hansen & Christoph Müller-Bloch, 2023. "Blockchain-based digital rights management systems: Design principles for the music industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-21, December.
- Abhirup Khanna & Bhawna Yadav Lamba & Sapna Jain & Vadim Bolshev & Dmitry Budnikov & Vladimir Panchenko & Alexandr Smirnov, 2023. "Biodiesel Production from Jatropha: A Computational Approach by Means of Artificial Intelligence and Genetic Algorithm," Sustainability, MDPI, vol. 15(12), pages 1-33, June.
- Rui Ma & Jia Wang & Wei Zhao & Hongjie Guo & Dongnan Dai & Yuliang Yun & Li Li & Fengqi Hao & Jinqiang Bai & Dexin Ma, 2022. "Identification of Maize Seed Varieties Using MobileNetV2 with Improved Attention Mechanism CBAM," Agriculture, MDPI, vol. 13(1), pages 1-16, December.
- Samiaji Sarosa, 2012. "The Adoption Of Tailor-made IT-based Accounting Systems Within Indonesian SMEs From Actor Network Theory Perspective," International Journal of Business Research and Management (IJBRM), Computer Science Journals (CSC Journals), vol. 3(5), pages 265-278, October.
- Hannes Rothe & Katharina Barbara Lauer & Callum Talbot-Cooper & Daniel Juan Sivizaca Conde, 2023. "Digital entrepreneurship from cellular data: How omics afford the emergence of a new wave of digital ventures in health," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-17, December.
- Jingjing Hao & Haoming Shi & Victor Shi & Chenchen Yang, 2020. "Adoption of Automatic Warehousing Systems in Logistics Firms: A Technology–Organization–Environment Framework," Sustainability, MDPI, vol. 12(12), pages 1-14, June.
- Jamil Paolo Francisco & Tristan Canare & Jean Rebecca Labios, 2018.
"Obstacles and Enablers of Internationalization of Philippine SMEs Through Participation in Global Value Chains,"
Working Papers
id:12905, eSocialSciences.
- Canare, Tristan A. & Francisco, Jamil Paolo S. & Labios, Jean Rebecca, 2018. "Obstacles and Enablers of Internationalization of Philippine SMEs Through Participation in Global Value Chains," Discussion Papers DP 2018-07, Philippine Institute for Development Studies.
- Dylan Norbert Gono & Herlina Napitupulu & Firdaniza, 2023. "Silver Price Forecasting Using Extreme Gradient Boosting (XGBoost) Method," Mathematics, MDPI, vol. 11(18), pages 1-15, September.
- Zohreh Hajiha, 2011. "Effective Factors on Alignment of Accounting Information Systems in Manufacturing Companies: Evidence from Iran," Information Management and Business Review, AMH International, vol. 3(3), pages 158-170.
- Guych Nuryyev & Yu-Ping Wang & Jennet Achyldurdyyeva & Bih-Shiaw Jaw & Yi-Shien Yeh & Hsien-Tang Lin & Li-Fan Wu, 2020. "Blockchain Technology Adoption Behavior and Sustainability of the Business in Tourism and Hospitality SMEs: An Empirical Study," Sustainability, MDPI, vol. 12(3), pages 1-21, February.
- Cheng Yang & Fuhao Sun & Yujie Zou & Zhipeng Lv & Liang Xue & Chao Jiang & Shuangyu Liu & Bochao Zhao & Haoyang Cui, 2024. "A Survey of Photovoltaic Panel Overlay and Fault Detection Methods," Energies, MDPI, vol. 17(4), pages 1-37, February.
- Yunhee Kim & Jae Young Choi & Yeonbae Kim, 2011. "Complementarity and contextuality in the adoption of information systems," Applied Economics Letters, Taylor & Francis Journals, vol. 18(16), pages 1613-1618.
- Tom Lewandowski & Emir Kučević & Stephan Leible & Mathis Poser & Tilo Böhmann, 2023. "Enhancing conversational agents for successful operation: A multi-perspective evaluation approach for continuous improvement," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-20, December.
- Hendrik Haße & Hendrik Valk & Frederik Möller & Boris Otto, 2022. "Design Principles for Shared Digital Twins in Distributed Systems," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(6), pages 751-772, December.
More about this item
Keywords
Data understanding; Data governance; Metadata generation;All these keywords.
JEL classification:
- M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management
- L6 - Industrial Organization - - Industry Studies: Manufacturing
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:elmark:v:33:y:2023:i:1:d:10.1007_s12525-023-00677-w. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.