Study the effectiveness of genetic algorithm for documentary subject search
This addresses the problem of improving documentary search efficiency for skilled users, though it appears incremental as it applies an existing method to a specific domain.
The study applied a genetic algorithm to create effective queries and select relevant documents for documentary subject search, finding that it achieved the greatest effect by discovering new documents for skilled users in initial research stages and significantly increasing the number of unique and relevant results.
This article presents results of experimental studies the effectiveness of the genetic algorithm that was applied to effective queries creation and relevant document selection. Studies were carried out to the comparative analysis of the semantic relevance and quality ranking of the documents found on the Internet in various ways. Analysis of the results shows that the greatest effect of presented technology is achieved by finding new documents for skilled users in the initial stages of the study of the topic. Additionally, the number of unique and relevant results is significantly increased.