Using online consumer reviews as a source for demographic recommendations: A case study using online travel reviews

作者:

Highlights:

• Illustrates the use of online reviews can as input on a demographic recommender system.

• An architecture is provided along with an experimental evaluation.

• Uses identification tests for classifying raters with similar demographics.

• The recommendation process becomes more efficient using this semi-supervised approach.

摘要

Highlights•Illustrates the use of online reviews can as input on a demographic recommender system.•An architecture is provided along with an experimental evaluation.•Uses identification tests for classifying raters with similar demographics.•The recommendation process becomes more efficient using this semi-supervised approach.

论文关键词:Online reviews,Experience goods,User preferences,Recommender systems,Demographic recommendations

论文评审过程:Available online 17 April 2013.

论文官网地址:https://doi.org/10.1016/j.eswa.2013.03.046