Adaptive Vocabulary Sample Clauses

Adaptive Vocabulary. The system incrementally refines the controlled vocabulary during the interactive extraction process. The user can start with a seed vocabulary, that is, terminology obtained from existing domain knowledge resources. Typically, a standard ontology such as the SNOMED Clinical Terms [79], or the NCI Thesaurus [80] is a useful starting point for creating the seed vocabulary. However, standard vocabulary may be incomplete or miss certain terminologies specific to the local reporting environments. When a mismatch occurs between the vocabulary and an extracted value, IDEAL-X refines the vocabulary adaptively by adding the extracted terms and removing unneeded terms. In this way, the vocabulary converges to a lexicon that is consistent with the extraction task. In addition, the vocabulary may also be exported for reproducibility, other extraction projects, and ontology construction.
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Related to Adaptive Vocabulary

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