Bees swarm optimization guided by data mining techniques for document information retrieval
作者：
Highlights：
• We have proposed a new swarm intelligence approach for solving the DIR problem.
• This approach improves the preprocessing step of information retrieval approaches.
• Two bees swarm optimization algorithms are proposed.
• Extensive experiments have been done on medium, large and big DIR collections.
• Our approach gives approximate solutions in a reasonable computational time.
摘要
•We have proposed a new swarm intelligence approach for solving the DIR problem.•This approach improves the preprocessing step of information retrieval approaches.•Two bees swarm optimization algorithms are proposed.•Extensive experiments have been done on medium, large and big DIR collections.•Our approach gives approximate solutions in a reasonable computational time.
论文关键词：Information retrieval,Data mining,Big data,BSO algorithm,Bio-inspired methods
论文评审过程：Received 27 July 2017, Revised 15 October 2017, Accepted 16 October 2017, Available online 5 November 2017, Version of Record 5 November 2017.
论文官网地址：https://doi.org/10.1016/j.eswa.2017.10.042
