1. An information-processing apparatus for constructing an information analysis processing configuration to be applied to information analysis processing in an observation domain including an uncertainty, said information-processing apparatus comprising a data processing unit configured to, based on a Partially Observable Markov Decision Process having information spaces including at least an observation space: construct a Bayesian Network for each observation element included in the observation space; combine said Bayesian Networks to create a Synthesized Bayesian Network including all of the observation elements included in the observation space; and construct a Factored Partially Observable Markov Decision Process, which is a Partially Observable Markov Decision Process including relations between elements of the information spaces, based on the Synthesized Bayesian Network.