Comparative analysis of relevance feedback methods based on two user studies

作者:

Highlights:

• The predictive strength of implicit indicators on web documents was investigated.

• A predictive model which can be used to estimate document relevance was derived.

• The predictive model was validated with an eye gaze study.

• There is no significant difference between the predictive model and the eye gaze.

摘要

•The predictive strength of implicit indicators on web documents was investigated.•A predictive model which can be used to estimate document relevance was derived.•The predictive model was validated with an eye gaze study.•There is no significant difference between the predictive model and the eye gaze.

论文关键词:Implicit feedback,User interest,Explicit feedback,Implicit indicators,Explicit rating,Recommender system

论文评审过程:Received 15 June 2015, Revised 12 February 2016, Accepted 15 February 2016, Available online 27 February 2016, Version of Record 27 February 2016.

论文官网地址:https://doi.org/10.1016/j.chb.2016.02.064