Physical Sciences and Mathematics Commons^™

About One Approach To Implementing Semantic Search, Murtadha Rasol, Jamal Challab, Adnan Al-Saeedi

Karbala International Journal of Modern Science

Traditional search mechanisms are based on the keyword search, which does not consider the semantic links between different concepts. This leads to the loss of relevant documents due to inaccurate query formulation or using contextually close words and concepts in the query. To solve the problems of formulating user queries and interdisciplinarity of concepts, it is suggested to use semantic search. The proposed method for implementing semantic search is applicable to large scopes of text data and is based on using a genetic algorithm. Unlike standard methods for information search, the suggested method allows us to consider the semantics of …