Title :
Resource Annotation, Dissemination and Discovery in the Semantic Web of Things: A CoAP-Based Framework
Author :
Ruta, M. ; Scioscia, F. ; Pinto, Allan ; Di Sciascio, E. ; Gramegna, Fabiana ; Ieva, Saverio ; Loseto, Giuseppe
Author_Institution :
DEI, Politec. di Bari, Bari, Italy
Abstract :
The Semantic Web of Things (SWoT) vision aims to provide more advanced resource management and discovery w.r.t. standard Internet of Things architectures, by means of the integration of knowledge representation and reasoning techniques originally devised for the Semantic Web. This paper proposes a novel SWoT framework, based on a backward-compatible extension of the Constrained Application Protocol (CoAP), supporting non-standard inference services for semantic matchmaking. It allows retrieval and logic-based ranking of annotated resources. A computationally efficient data mining is also integrated in the framework to process raw data gathered from the environment in order to detect high-level events and characterize them with machine-understandable metadata. In order to test the effectiveness of the proposed approach, a case study about environmental risk prevention for Vehicular Ad-hoc Networks (VANETs) is presented.
Keywords :
Internet of Things; data mining; inference mechanisms; information retrieval; knowledge representation; protocols; semantic Web; CoAP-based framework; Internet of Thing architectures; SWoT framework; VANETs; backward-compatible extension; constrained application protocol; data mining; environmental risk prevention; high-level event detection; knowledge representation; logic-based ranking; machine-understandable metadata; nonstandard inference services; raw data process; reasoning techniques; resource annotation; resource discovery; resource dissemination; resource management; semantic Web of Things; semantic matchmaking; vehicular ad-hoc networks; Data mining; Ontologies; Protocols; Semantics; Sensor phenomena and characterization; Standards; CoAP; Data mining; Matchmaking; Resource discovery; Semantic Web of Things;
Conference_Titel :
Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing
Conference_Location :
Beijing
DOI :
10.1109/GreenCom-iThings-CPSCom.2013.103