Trust and Inference Provenance of Entities Sample Clauses

Trust and Inference Provenance of Entities. Inference actions, hence the entities they bring onto the information space, may have different levels of trust, depending on their service or agent which generated them, namely entity inference provenance. Main entities and linked entities in the model are therefore enriched with three properties: • addedByInference: a flag which is set to TRUE when the entity is created as a consequence of an inference action, including de-duplication. Set to FALSE for original entities. • deletedByInference: a flag which is set to TRUE when some inference process establishes that the entity should be removed from the visible entities. • Trust: a 0 to 1 value that establishes the level of credibility of the information. By definition, original entities are assigned a OE level of trust, while entities from the expert-valided entity pool a value EVE > OE. Inferred entities are assigned a value IE < OE which depends on the quality and reliability of the automatic inference mechanisms or of the humans bringing the information. • Inference Provenance: a value from a controlled dictionary which encodes the algorithm/process/service which brought the inferred entity in the information space, e.g., “de-duplication”, or deleted, i.e., made invisible, an original entity from the information space. In the case of original entities the property is initially set to NULL.
Sample 1
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Trust and Inference Provenance of Entities. Inference actions, hence the entities they bring onto the information space, may have different levels of trust, depending on their service or agent which generated them, namely entity inference provenance. Main entities and linked entities in the model are therefore enriched with three properties: • Inferred: a flag which is set to TRUE when the entity is created as a consequence of an inference action, including de-duplication. • deletedByInference: a flag which is set to TRUE when some inference process establishes that the entity should be removed from the visible entities. • Trust: a 0 to 1 value which establishes the level of credibility of the information. By definition, original entities are assigned a OE level of trust, while entities from the expert-valided entity pool a value EVE > OE. Inferred entities are assigned a value IE < OE which depends on the quality and reliability of the automatic inference mechanisms or of the humans bringing the information. • Inference Provenance: a value from a controlled dictionary which encodes the algorithm/process/service which brought the inferred entity in the information space, e.g., “de-duplication”, or deleted, i.e., made invisible, an original entity from the information space. In the case of original entities the property is initially set to NULL.
Sample 1

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