Abstract
Describing big data problems and solutions in a formal language can accelerate the innovation and development across many sectors to launch smarter services and applications from data. SmartData 4.0 provides a framework to provide metadata and relations in a formal language. It could also be considered as a technique that empowers raw data by wrapping in a cloak of intelligence. From linear regression to more complex mathematical models, the SmartData Description Framework enables us to define context-aware behaviors linked to data. The framework also supports formalized description of data operations such as data fusion, transformation, and provenance management. We have shown some practical examples step by step, during the whole formalization process.
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