Point of interest recommendations based on the anchoring effect in location-based social network services

作者:

Highlights:

• A point of interest recommender system based on an anchoring effect is proposed.

• Initial check-in of users is regarded as the most important factor in our system.

• We apply initial check-in to latent Dirichlet allocation as a main factor.

• The anchoring effect is informative on the location-based social network service.

摘要

•A point of interest recommender system based on an anchoring effect is proposed.•Initial check-in of users is regarded as the most important factor in our system.•We apply initial check-in to latent Dirichlet allocation as a main factor.•The anchoring effect is informative on the location-based social network service.

论文关键词:Point of interest recommender systems,Anchoring effect,Location-based social network,Latent Dirichlet allocation

论文评审过程:Received 20 January 2020, Revised 3 September 2020, Accepted 14 September 2020, Available online 15 September 2020, Version of Record 17 September 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114018