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We nowcast world trade using machine learning, distinguishing between tree-based methods (random forest, gradient … factor model. Finally, on top of high accuracy, the approach is flexible and can be extended seamlessly beyond world trade. …
Persistent link: https://www.econbiz.de/10014374780
validated on real world data in an extensive case study at a large retail company in Western Europe. …
Persistent link: https://www.econbiz.de/10011656506
KI-Modelle und Machine-Learning-Anwendungen halten Einzug in die alltägliche Praxis von Unternehmen und können mitbestimmt werden. Um die Interessen und Rechte der Beschäftigten zu berücksichtigen und zu schützen, sollten die aktuellen Regelungen in betrieblichen IT-Vereinbarungen...
Persistent link: https://www.econbiz.de/10012669333
Scientific, political and bureaucratic elites use epistemic practices like “big data analysis” and “web scraping” to create representations of the citizenry and to legitimize policymaking. I develop the concept of “demos scraping” for these practices of gaining information about...
Persistent link: https://www.econbiz.de/10012222234
This study intends to provide scholars and practitioners with an understanding of human resource challenges in the context of Big Data Analytics (BDA). This paper provides a holistic framework of human-related capabilities that organizations must consider when implementing BDA to facilitate...
Persistent link: https://www.econbiz.de/10014501765
While the amount of data keeps growing, managers ask themselves whether they already retrieve full value from their data. To maximize the value of big data, literature offers first insights in building BDA capabilities (Gupta and George 2016, p; Mikalef et al. 2018). Nevertheless, BDA remains a...
Persistent link: https://www.econbiz.de/10014528979
This study explores the link between environmental degradation, economic growth and income inequality within the framework of the environmental Kuznets curve (EKC) literature. To investigate this issue, we examine how inequality affects carbon dioxide (CO2) emissions and their relationship with...
Persistent link: https://www.econbiz.de/10011608646
The notion of smart and sustainable cities offers an integrated and holistic approach to urbanism by aiming to achieve the long-term goals of urban sustainability and resilience. In essence, a smart and sustainable city is an urban locality that functions as a robust system of systems with...
Persistent link: https://www.econbiz.de/10014323776
Der weltweite Klimaschutz hat im vergangenen Jahr erneut einen Rückschlag erlitten. Nach vorläufi gen Schätzungen stiegen die Emissionen von Kohlendioxid (CO2 ), dem mit weitem Abstand wichtigsten Treibhausgas, im Jahre 2005 gegenüber 2004 weltweit um etwa 2,5 %; gegenüber 1990 betrug der...
Persistent link: https://www.econbiz.de/10011601675
-time light in four CAREC economies: Azerbaijan, Georgia, Kazakhstan, and Mongolia. The empirical analysis is based on the World …
Persistent link: https://www.econbiz.de/10013472141