Early detection of deception and aggressiveness using profile-based representations

作者：

Highlights：

• Profile based representations are used for early recognition of deception.

• This is the first application of these representations for early recognition.

• Sexual predator detection and aggressive text detection tasks are approached.

• Profile based representations outperform state of the art.

摘要

•Profile based representations are used for early recognition of deception.•This is the first application of these representations for early recognition.•Sexual predator detection and aggressive text detection tasks are approached.•Profile based representations outperform state of the art.

论文关键词：Deception detection,Profile-based representations,Sexual predator detection,Aggressive text identification

论文评审过程：Received 10 October 2016, Revised 24 July 2017, Accepted 25 July 2017, Available online 25 July 2017, Version of Record 28 July 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.07.040