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Efficient Modeling of Temporally Variable User Properties With Dynamic Bayesian Networks

Boris Brandherm
In: Proceedings of the Eighteenth National Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-02), 18th, July 28 - August 1, Edmonton, Alberta, Canada, AAAI Press, 2002.


Efficiency issues are considered to handle dynamic Bayesian networks which estimate a user's resource limitations on the basis of symptomatic evidence in order to realize a situational presentation of information. Depending on the kind of data and on the frequency it arrives different methods of preprocessing this data must be applied to incorporate it as evidence in the DBN.