Collaborative pseudo-relevance feedback

作者：

Highlights：

• We introduce a novel approach to pseudo-relevance feedback in information retrieval.

• We describe an adaptive tuning method automatically sets algorithmic parameters.

• Our method outperforms conventional pseudo-relevance feedback.

• Our method is quite stable regardless of the underlying retrieval model.

摘要

•We introduce a novel approach to pseudo-relevance feedback in information retrieval.•We describe an adaptive tuning method automatically sets algorithmic parameters.•Our method outperforms conventional pseudo-relevance feedback.•Our method is quite stable regardless of the underlying retrieval model.

论文关键词：Pseudo-relevance feedback,Information retrieval,Collaborative filtering,Adaptive tuning

论文评审过程：Available online 29 June 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.06.030