Sensor-Cloud System (SCS) integrates sensors, sensor networks, and cloud for managing sensors, collecting data, and decision-making. Smart transportation based on sensor-clould is constantly improving. The sensor cloud has promoted the industrialization of the IoV and has also brought the Internet of Vehicles (IoV) into a new research stage. SCS permits the users to utilize Platform as a Service (PaaS), and provider offer several environments to users for the development of applications, which enhances the user driving experience. However, many users have concerns with the Sensor-Cloud Platform(SCP) and the environment. Furthermore, to save sensor resources, we propose a novel design model and method for Invehicle information system (IVIS) in the framework of SCS, which can optimize the SCP user experience. Our contribution contains three main aspects: Firstly, we extract the new features presented by the IVIS under the Sensor-Cloud environment; Secondly, we establish a mapping between the IVIS and user needs, and innovatively propose the SCP-oriented experience element level scheme; Finally, An IVIS design method based on experience element is proposed. Furthermore, this research establishes a mapping between user experience elements and intelligent IVIS design features in the SCS environment and proposes an innovative IVIS model.