The studies on the interaction of land use/transport can be divided into two groups: one is the spatial interaction model which is based on gravitation theory; the other is the behavioral model which uses the choice theory. The process of estimating the distribution of population and industries in spatial interaction model is allocation, whereas, that of behavioral model is using the utility functions to determine their distribution probability. Comparing these two, owing to the behavioral model includes the choice considerations of residents and industries, it has a higher explainability. However, the behavioral model has been developed up now only reflecting the choice of residents, the industrial part has not been included. So its explaination is not complete yet. Focusing on this point, this study enriches the behavioral model by adding the industrial part. Constrained by data collected, industries include secondary industry and tertiary industry only. Both the distributions of secondary industry and tertiary industry influence population distribution, evenmore, the floorspace demand of tertiary industry competes with that of residents. After the model modification, we conducted an empirical study to explore the impact of the construction of mass rapid transit on land use along the Taipei-Tamsui line in Taipei. As result shows, the modified model indeed has the ability to correct the original model’s drawback of incomplete explaination.