Journal of Business Analytics, Volume 5, Issue 1 (2022)

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Journal of Business Analytics, Volume 5, Issue 1 (2022)

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Business Analytics and Big Data Research in Information Systems

Editorial

Editorial
Business analytics and big data research in information systems
Christian Janiesch, Barbara Dinter, Patrick Mikalef & Olgerta Tona
Pages: 1-7
Published online: 31 May 2022
AbstractforBusiness analytics and big data research in information systems | Full Text | References | PDF (315.4 KB)
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Research Articles

Article
Induction of a sentiment dictionary for financial analyst communication: a data-driven approach balancing machine learning and human intuition
Matthias Palmer, Jan Roeder & Jan Muntermann
Pages: 8-28
Published online: 19 Jul 2021
AbstractforInduction of a sentiment dictionary for financial analyst communication: a data-driven approach balancing machine learning and human intuition | Full Text | References | PDF (1.5 MB)
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Article
A social evaluation of the perceived goodness of explainability in machine learning
Jonas Wanner, Lukas-Valentin Herm, Kai Heinrich & Christian Janiesch
Pages: 29-50
Published online: 25 Jul 2021
AbstractforA social evaluation of the perceived goodness of explainability in machine learning | Full Text | References | PDF (1.7 MB)
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Article
Root-cause analysis of process-data quality problems
Robert Andrews, Fahame Emamjome, Arthur H.M. ter Hofstede & Hajo A. Reijers
Pages: 51-75
Published online: 31 Aug 2021
AbstractforRoot-cause analysis of process-data quality problems | Full Text | References | PDF (1.8 MB)
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Article
Detecting temporal workarounds in business processes – A deep-learning-based method for analysing event log data
Sven Weinzierl, Verena Wolf, Tobias Pauli, Daniel Beverungen & Martin Matzner
Pages: 76-100
Published online: 07 Dec 2021
AbstractforDetecting temporal workarounds in business processes – A deep-learning-based method for analysing event log data | Full Text | References | PDF (1.1 MB)
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Open Access
Article
Establishing and theorising data analytics governance: a descriptive framework and a VSM-based view
Jeroen Baijens, Tim Huygh & Remko Helms
Pages: 101-122
Published online: 16 Jul 2021
AbstractforEstablishing and theorising data analytics governance: a descriptive framework and a VSM-based view | Full Text | References | PDF (762.5 KB)
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Article
Data ownership revisited: clarifying data accountabilities in times of big data and analytics
Martin Fadler & Christine Legner
Pages: 123-139
Published online: 04 Aug 2021
AbstractforData ownership revisited: clarifying data accountabilities in times of big data and analytics | Full Text | References | PDF (485.2 KB)
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