Spatial co-location pattern mining for location-based services in road networks

作者：

Highlights：

• A new approach for mining spatial co-location patterns was presented.

• The neighborhood was refined using network distances rather than Euclidean ones.

• An efficient algorithm to build the neighborhood relationship graph was proposed.

• The performance of the proposed algorithm was explored.

摘要

•A new approach for mining spatial co-location patterns was presented.•The neighborhood was refined using network distances rather than Euclidean ones.•An efficient algorithm to build the neighborhood relationship graph was proposed.•The performance of the proposed algorithm was explored.

论文关键词：Spatial data mining,Spatial co-location patterns,Network space,Network analysis,Location-based services

论文评审过程：Received 4 June 2015, Revised 10 October 2015, Accepted 11 October 2015, Available online 19 October 2015, Version of Record 18 November 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.10.010