Discovering diverse human behavior from two-dimensional preferences

作者：

Highlights：

• Preference ranking and preferred temporal relationships are two of human beings perceptions.

• This study defines a novel model for mining two-dimensional patterns, combining preference ranking and temporal sequences.

• Two experiments in two application areas, journal submitting and stock purchasing, were designed to collect authentic datasets.

摘要

•Preference ranking and preferred temporal relationships are two of human beings perceptions.•This study defines a novel model for mining two-dimensional patterns, combining preference ranking and temporal sequences.•Two experiments in two application areas, journal submitting and stock purchasing, were designed to collect authentic datasets.

论文关键词：Data mining,Heterogeneous databases,Consensus patterns,Temporal sequences,Ranking sequences

论文评审过程：Received 21 September 2017, Revised 30 March 2018, Accepted 1 April 2018, Available online 5 April 2018, Version of Record 12 May 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2018.04.003