A new score for adaptive tests in Bayesian and credal networks

DOI10.1007/978-3-030-86772-0_29OpenAlexW3204451172MaRDI QIDQ2146042

Alessandro Antonucci, Giorgia Adorni, Claudio Bonesana, Francesca Mangili

Publication date: 15 June 2022

Full work available at URL: https://arxiv.org/abs/2105.12205

zbMATH Keywords

Bayesian networksinformation theoryadaptive testscredal networksindex of qualitative variation

Mathematics Subject Classification ID

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

Uses Software

• CREMA

Cites Work

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• Rationality and indeterminate probabilities
• Credal networks
• Approximate credal network updating by linear programming with applications to decision making
• Monotonicity in Bayesian networks for computerized adaptive testing
• Reliable knowledge-based adaptive tests by credal networks
• Exploiting Bayesian network sensitivity functions for inference in credal networks
• Approximating Credal Network Inferences by Linear Programming
• Probabilistic Inference in Credal Networks: New Complexity Results
• BAYESIAN NETWORKS IN EDUCATIONAL TESTING
• MAXIMUM OF ENTROPY FOR CREDAL SETS

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