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Data-centric artificial intelligence
Data-centric artificial intelligence (data-centric AI) represents an emerging paradigm that
emphasizes the importance of enhancing data systematically and at scale to build effective …
emphasizes the importance of enhancing data systematically and at scale to build effective …
Data sharing practices: The interplay of data, organizational structures, and network dynamics
With the proliferation of data and advanced analytics, organizations are increasingly
recognizing the potential value of sharing data across organizational boundaries. However …
recognizing the potential value of sharing data across organizational boundaries. However …
Data economy in a globalized world, opportunities and challenges for public and private organizations
Data economy in a globalized world, opportunities and challenges for public and private
organizations | Electronic Markets Skip to main content SpringerLink Account Menu Find a …
organizations | Electronic Markets Skip to main content SpringerLink Account Menu Find a …
Systematizing data sharing practices: A taxonomy
With the increasing abundance of data, organizations may not only leverage internal data
sources to create value but also share data across organizations. However, successful real …
sources to create value but also share data across organizations. However, successful real …
Bridging Domain Expertise and AI through Data Understanding
J Holstein - Companion Proceedings of the 29th International …, 2024 - dl.acm.org
With the ongoing digitalization of complex systems, for example in manufacturing, domain
experts' detailed understanding of datasets is pivotal to effectively training machine learning …
experts' detailed understanding of datasets is pivotal to effectively training machine learning …
Aspect-based currency of customer reviews: A novel probability-based metric to pave the way for data quality-aware decision-making
Customer reviews from digital platforms are a vital data resource for recommender and other
decision support systems. The performance of these systems is highly dependent on the …
decision support systems. The performance of these systems is highly dependent on the …
Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics
As organizations face the challenges of processing exponentially growing data volumes,
their reliance on analytics to unlock value from this data has intensified. However, the …
their reliance on analytics to unlock value from this data has intensified. However, the …
[PDF][PDF] Data-Driven Decision-Making in Large Organizations: A Dynamic Model for Factors and Processes Affecting Data-Driven Decision-Making
NA Joakimsen - 2024 - duo.uio.no
By using advanced algorithms and tools, organizations today are able to turn vast amounts
of data into actionable insight that guide strategies and optimize business processes. This …
of data into actionable insight that guide strategies and optimize business processes. This …