Abstract

This paper explores the implications of the Aho-Corasick algorithm in enhancing text analysis in the Sapphire algorithm. The Aho-Corasick algorithm is pivotal in Sapphire's functionality, facilitating the assignment of tokens to their respective values on the frequency distribution and extracting their corresponding TF-IDF scores. This integration significantly improves the efficiency of text evaluation, underscoring the essential role of the Aho-Corasick algorithm.