The development of virtual personal assistants requires situation awareness. For this purpose, lightweight approaches for the processing of sensor data to derive situation information from available sensor data (e.g., mobile phone data) are required. In this paper, we propose a spatiotemporal approach to derive situational information about social interactions only based on location and time, u...