Proactive Personality Measurement Using Item Response Theory and Social Media Text Mining

Proactive Personality Measurement Using Item Response Theory and Social Media Text Mining

This prospective study was designed to propose a novel method of assessing proactive personality by combining text mining technology and Item Response Theory (IRT) to measure proactive personality more efficiently. We got freely expressed texts (essay question text dataset and social media text data...

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Bibliographic Details
Main Authors: Gancheng Zhu, Yuci Zhou, Fengfeng Zhou, Min Wu, Xiangping Zhan, Yingdong Si, Peng Wang, Jun Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Psychology
Subjects:
measurement
proactive personality
item response theory
text mining
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.705005/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2021.705005/full

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