Semantic Annotation of IoT Data Stream Sample Clauses

Semantic Annotation of IoT Data Stream. The semantic annotation component carries out annotation of the virtualised data streams that have been provided by data wrappers given in Section 2.1. In an effort to perform the semantic annotation we use an information model to explicitly define semantics of sensory data such as sensor types, models, methods of operation and common measurement definitions. As a result it allows sensor capabilities to be defined in accordance with existing conditions as well as to be integrated with Linked Data, which aims at making information freely available on the Semantic Web in order to create bridges between independent data sources to have a large machine-processable data web. For example, sensors and their data can be linked to geographic data (e.g. correlated natural phenomena), user-generated data (e.g. social feedback), and government data (e.g. public transportation) through our knowledge-based approach The semantic annotation component supports a communication protocol that allows receiving information from other components in order to further update the knowledge base, where all annotated data is kept. This can especially be crucial in smart city environments where each component might need different time period to accomplish a particular process. In our case, for instance, the semantic annotation component receives data from the Reliable Information Processing component regarding the trustworthiness and provenance and updates the knowledge base. Since sometimes this process may take a month to be completed, it is very important to handle semantic annotation task asynchronously.
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