Spatial Interaction Models are mathematical frameworks used to predict and analyze the flow of people, goods, or information between different locations in a geographic space. These models help in understanding how spatial factors like distance, accessibility, and connectivity influence interactions and can be applied in urban planning, transportation, and economic geography.