What is taxonomy?
Taxonomy is a systematic classification system that enables structured tagging and grouping of information. In the context of enterprise search, it refers to the metadata added to content to make working with large databases easier. Taxonomy works alongside content annotation, which enriches content by associating it with specific categories from the established taxonomy.
Importance of taxonomy in enterprise search
The importance of taxonomy in enterprise search is significant:
- Improved relevance: Taxonomy enhances search experience by providing context to content, making search results more relevant and accurate.
- Entity extraction: It helps crawlers identify and classify critical elements from unstructured documents, improving data structure.
- Faceted search: Taxonomy enables the creation of consistent and accurate metadata, allowing for robust facets and customized filtering options.
- Enriched vocabulary: It helps map synonyms and acronyms, addressing issues of terminology ambiguity and improving the search engine's ability to infer user intent.
- Semantic search: Taxonomy provides a structured framework that helps semantic search understand relationships between entities and extract meaning from queries.
- Smart Named Entity Recognition (NER): It guides the categorization and classification of entities in nuanced text, refining the extraction process.
- Disambiguation: By providing context to content, taxonomy helps resolve ambiguities in search queries.