Decision Based Spatial Pattern Analysis

The spatial pattern analysis can be used to discover the distribution of people’s behaviors in space. Traditional spatial pattern analysis does not consider the decision making process of human activities. This paper presents two adjusted spatial choice models that include models of decision-making process. These new adjusted spatial choice models are applied to detect the spatial patterns of criminal incidents. The comparison results show that the adjusted spatial choice models provide efficient and accurate predictions of future crime