A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning

Machine learning (ML) has become integral in educational decision-making through technologies such as learning analytics and educational data mining. However, the adoption of machine learning-driven tools without scrutiny risks perpetuating biases. Despite ongoing efforts to tackle fairness issues,...

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Detaylı Bibliyografya
Asıl Yazarlar:	Tarid Wongvorachan, Okan Bulut, Joyce Xinle Liu, Elisabetta Mazzullo
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	MDPI AG 2024-06-01
Seri Bilgileri:	Information
Konular:	machine learning bias mitigation educational data mining predictive bias classification
Online Erişim:	https://www.mdpi.com/2078-2489/15/6/326
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning

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