This paper proposes the object (b)logging framework, a novel general approach for the Semantic Web of Things. It allows to associate semantic annotations to real-world objects and events as well as to trigger complex objects interactions through advanced resource discovery. Machine learning algorithm are combined with non-standard reasoning services in order to produce a rich and meaningful semantic representation of events starting from a low-level statistical analysis of data gathered form sensing devices. The acquired knowledge is exposed to the outside world like in a blog and progressively enriched during the objects lifetime. The presented paradigm ideally applies to cyber-physical systems, where several mobile heterogeneous micro-devices cooperate to connote and modify appropriately the environment they are dipped in.
Object (B)logging: Semantic Self-Description for Cyber-Physical Systems / Capurso, Giovanna; Ruta, Michele; Scioscia, Floriano; Di Sciascio, Eugenio. - ELETTRONICO. - 1875:(2017). (Intervento presentato al convegno International Joint Conference on Rules and Reasoning, RuleML+RR 2017 tenutosi a London, UK nel July 12-15, 2017).
Object (B)logging: Semantic Self-Description for Cyber-Physical Systems
Giovanna Capurso;Michele Ruta;Floriano Scioscia;Eugenio Di Sciascio
2017-01-01
Abstract
This paper proposes the object (b)logging framework, a novel general approach for the Semantic Web of Things. It allows to associate semantic annotations to real-world objects and events as well as to trigger complex objects interactions through advanced resource discovery. Machine learning algorithm are combined with non-standard reasoning services in order to produce a rich and meaningful semantic representation of events starting from a low-level statistical analysis of data gathered form sensing devices. The acquired knowledge is exposed to the outside world like in a blog and progressively enriched during the objects lifetime. The presented paradigm ideally applies to cyber-physical systems, where several mobile heterogeneous micro-devices cooperate to connote and modify appropriately the environment they are dipped in.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.