The use of big data combined with powerful machine-learning algorithms raises major concerns over potential adverse effects. Consequently, data transparency is critical for many data-intensive applications. We provide a comprehensive definition, elaborate on various concerns, and articulate an initial road map for critical research challenges.
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Bertino et al. (2019) studied this question.
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