SmartSPEC is a smart space simulator and data generator that can create a digital representation (twin) of a smart space and its activities. SmartSPEC uses a semantic model and ML-based approaches to characterize and learn attributes in a sensorized space, and applies an event-driven simulation strategy to generate realistic simulated data about the space (events, trajectories, sensor datasets, etc).
PerCom 2022 Main conference presentation
Useful links and references
- SmartSPEC received the Mark Weiser Best Paper Award in the 20th International Conference on Pervasive Computing and Communications (PerCom 2022)
Georgios Bouloukakis
Associate Professor
My research interests include middleware, internet of things, distributed systems.
Publications
SmartSPEC: A framework to generate customizable, semantics-based smart space datasets
This paper presents SmartSPEC, an approach to generate customizable synthetic smart space datasets using sensorized spaces in which …
Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations
This artifact abstract is a guideline for SmartSPEC, a simulator for generating customizable smart space datasets using semantic models …
SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations
This paper presents SmartSPEC, an approach to generate customizable smart space datasets using sensorized spaces in which people and …
