Enhancing Search Precision Through Dictionary Lexical Analysis

DOI

No DOI

Published In

Volume 4, Issue 3 (2024)

Published Online

May-June 2024

Pages

43-46

Article Type

Research Article

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Efficient and accurate search precision is crucial in information retrieval systems, especially as the volume of digital content continues to expand exponentially. This paper introduces a novel approach, "Enhancing Search Precision through Dictionary Lexical Analysis," designed to improve the precision of search queries by leveraging advanced lexical analysis techniques. The proposed system incorporates dictionary-based lexical analysis to enhance the understanding of user queries and refine search results. By mapping words to a comprehensive dictionary, the system identifies synonyms, acronyms, and related terms, creating an enriched semantic representation of the query. This process aids in capturing the nuanced context and intent behind user search queries, leading to more accurate and context-aware search results. Key components of the system include the construction and maintenance of a dynamic dictionary, lexical analysis algorithms, and integration with existing search engines. The dictionary is continuously updated to adapt to evolving language patterns and user preferences, ensuring the system remains effective over time. Through practical demonstrations and performance evaluations, this research showcases the impact of "Enhancing Search Precision through Dictionary Lexical Analysis" on search result relevance and user satisfaction. Comparative analyses against traditional search algorithms highlight the system's ability to provide more contextually relevant results, especially in ambiguous or specialized query contexts