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Kybernetika 40(3):333-348, 2004.

Building Adaptive Tests Using Bayesian Networks

Jiří Vomlel


Abstract:

We propose a framework for building decision strategies using Bayesian network models and discuss its application to adaptive testing. Dynamic programming and $AO^{\star}$ algorithm are used to find optimal adaptive tests. The proposed $AO^{\star}$ algorithm is based on a new admissible heuristic function.


Keywords: Bayesian networks; adaptive testing; heuristic search ;


AMS: 68T37;


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BIB TeX

@article{kyb:2004:3:333-348,

author = {Vomlel, Ji\v{r}\'{\i}},

title = {Building Adaptive Tests Using Bayesian Networks},

journal = {Kybernetika},

volume = {40},

year = {2004},

number = {3},

pages = {333-348}

publisher = {{\'U}TIA, AV {\v C}R, Prague },

}


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