An evolutionary algorithm to optimize web document retrieval
A.L. Vizine, Leandro Nunes de Castro, Ricardo Gudwin · 2006
This paper presents an automatic keyword extraction method and an evolutionary algorithm that mines the Web searching for documents according to group users interests. Both techniques were designed for future use in an academic virtual community, characterized as a scientific paper collection (PDF files) and a means for efficient knowledge and information exchange through the Web. The preliminary results presented here demonstrate that the parts of the system already implemented have a good potential for selecting appropriate libraries of keywords and, from them, making and optimizing queries for retrieving related documents from the Web.