Artificial Intelligence for Big Data

Ontology properties

At a high level, Ontologies should have the following properties to create a consistent view of the universe of data, information, and knowledge assets:

• The Ontologies should be complete so that all aspects of the entities are covered.
• The Ontologies should be unambiguous in order to avoid misinterpretation by people and software applications.
• The Ontologies should be consistent with the domain knowledge to which they are applicable. For example, Ontologies for medical science should adhere to the formally established terminologies and relationships in medical science.
• The Ontologies should be generic in order to be reused in different contexts.
• The Ontologies should be extensible in order to add new concepts and facilitate ...