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This paper reports a web-based Problem Solving Environment (PSE) system to consider models for human choice behavior. This system collects behavioral data which human subjects chose facilities. Using this system, they choose a facility according to the information such as congestion level for the facility they chose in the previous turn. We examine several models to simulate behaviors of human choice. As a result, we could find a model that improves the similarity between the simulated and actual data.