Bayesian networks for the test score prediction: a case study on a math graduation exam

DOI10.1007/978-3-030-86772-0_19OpenAlexW3201124978MaRDI QIDQ2146026

Martin Plajner, Jiří Vomlel

Publication date: 15 June 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-86772-0_19

zbMATH Keywords

Bayesian networkseducational testingmultidimensional IRTscore predictionCP tensor decompositionefficient probabilistic inference

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Uses Software

• mirt
• rhalton
• Algorithm 247

Cites Work

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• Learning from incomplete data in Bayesian networks with qualitative influences
• Monotonicity in Bayesian networks for computerized adaptive testing
• Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young decomposition
• BAYESIAN NETWORKS IN EDUCATIONAL TESTING

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