Social Media Unrest Prediction during the COVID-19 Pandemic: Neural Implicit Motive Pattern Recognition as Psychometric Signs of Severe Crises

no code implementations • COLING (PEOPLES) 2020 • Dirk Johannßen, Chris Biemann

We employ this model to investigate a change of language towards social unrest during the COVID-19 pandemic by comparing established psychological predictors on samples of tweets from spring 2019 with spring 2020.

Classification of German Jungian Extraversion and Introversion Texts with Assessment of Changes During the COVID-19 Pandemic

no code implementations • RaPID (LREC) 2022 • Dirk Johannßen, Chris Biemann, David Scheffer

It can be assumed that the Jungian psychology types of extraverts and introverts react differently to these challenges.

Social Media Unrest Prediction during the {COVID}-19 Pandemic: Neural Implicit Motive Pattern Recognition as Psychometric Signs of Severe Crises

no code implementations • 8 Dec 2020 • Dirk Johannßen, Chris Biemann

We employ this model to investigate a change of language towards social unrest during the COVID-19 pandemic by comparing established psychological predictors on samples of tweets from spring 2019 with spring 2020.