How Does Contextual Meaning Impact Semantic Search?
Contextual meaning significantly enhances the effectiveness of semantic search by:
- Disambiguation: confronting uncertainties in a question specified via the meaning of a word in context. Furthermore, others can do precisely the same thing, for instance, by dropping in a sentence between “Apple” as a fruit and “Apple” as a technology company.
- Relevance: bringing the winner’s results back that are directly relevant to the user’s intent through the comprehension of the query context and, hence, a more satisfying search session.
- Personalization: By displaying tailored searches using the correlations in the context of the user’s previous searches and interactions, the entire consequent result will be of the same relevance and utility.
What is Semantic Search?
Semantic search is a technique in information retrieval that focuses on understanding the meaning and context behind search queries and content. Unlike traditional keyword-based search, which relies on exact matches of keywords within documents, semantic search aims to improve the search experience by comprehending the intent of the user and the contextual relationships between words..In this article, we will learn in depth about semantic search. So let’s get started: