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Authors: Daniel Staegemann ; Matthias Volk ; Tuan Vu ; Sascha Bosse ; Robert Häusler ; Abdulrahman Nahhas ; Matthias Pohl and Klaus Turowski

Affiliation: Magdeburg Research and Competence Cluster Very Large Business Applications, Faculty of Computer Science, Otto-von-Guericke University Magdeburg, Magdeburg, Germany

Keyword(s): Data Driven, Big Data, Case Study, Failures, Analysis, Categorization.

Abstract: The utilization of data in general and big data in particular offers large opportunities, but is at the same time accompanied by a huge number of potential causes for failure. To avoid those pitfalls when realizing such undertakings, at the beginning, it is necessary to develop an in-depth understanding of those causes. This contribution analyses twelve real world case studies, from the big data and related domains, which were facing issues. The causes for the experienced problems were extracted and thereupon categorized, facilitating the understanding of practitioners and researchers that are engaged in the big data domain. Furthermore, potential avenues for future research are highlighted.

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Paper citation in several formats:
Staegemann, D.; Volk, M.; Vu, T.; Bosse, S.; Häusler, R.; Nahhas, A.; Pohl, M. and Turowski, K. (2020). Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis. In Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - IoTBDS; ISBN 978-989-758-426-8; ISSN 2184-4976, SciTePress, pages 453-460. DOI: 10.5220/0009792504530460

@conference{iotbds20,
author={Daniel Staegemann. and Matthias Volk. and Tuan Vu. and Sascha Bosse. and Robert Häusler. and Abdulrahman Nahhas. and Matthias Pohl. and Klaus Turowski.},
title={Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis},
booktitle={Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - IoTBDS},
year={2020},
pages={453-460},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009792504530460},
isbn={978-989-758-426-8},
issn={2184-4976},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - IoTBDS
TI - Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis
SN - 978-989-758-426-8
IS - 2184-4976
AU - Staegemann, D.
AU - Volk, M.
AU - Vu, T.
AU - Bosse, S.
AU - Häusler, R.
AU - Nahhas, A.
AU - Pohl, M.
AU - Turowski, K.
PY - 2020
SP - 453
EP - 460
DO - 10.5220/0009792504530460
PB - SciTePress

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