Learning personal conscientiousness from footprints in e-learning systems

• Main Authors: TING, Lo Pang-Yun, TENG, Shan Yun, CHUANG, Kun Ta, LIM, Ee-Peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Personality inference; E-learning system; activity pattern mining; graph embedding; Databases and Information Systems; Numerical Analysis and Scientific Computing; Online and Distance Education; Personality and Social Contexts
• Online Access: https://ink.library.smu.edu.sg/sis_research/5919; https://ink.library.smu.edu.sg/context/sis_research/article/6922/viewcontent/ICDM_2020_HAPE_CRC.pdf
• Institution: Singapore Management University

Personality inference has received widespread attention for its potential to infer psychological well being, job satisfaction, romantic relationship success, and professional performance. In this research, we focus on Conscientiousness, one of the well studied Big Five personality traits, which dete...