Explainable AI as a Social Microscope: A Case Study on Academic Performance

Academic performance is perceived as a product of complex interactions between students' overall experience, personal characteristics and upbringing. Data science techniques, most commonly involving regression analysis and related approaches, serve as a viable means to explore this interplay. H...

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Veröffentlicht in:	arXiv.org 2020-06
Hauptverfasser:	Sargsyan, Anahit, Karapetyan, Areg, Wei Lee Woon, Alshamsi, Aamena
Format:	Artikel
Sprache:	eng
Schlagworte:	Academic achievement Algorithms Artificial intelligence Case studies Computer Science - Computers and Society Data mining Data science Explainable artificial intelligence Machine learning Performance evaluation Regression analysis Regression models Students Workflow
Online-Zugang:	Volltext
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