Determining Linguistic Markers in Cognitive Distortions from COVID-19 Pandemic-Related Reddit Texts

• Main Authors: Aureus, Jelly P, Estuar, Ma. Regina Justina E, Mapua, Dorothy C, Abao, Roland P, Cataluña, Anna Angeline M
• Format: text
• Published: Archīum Ateneo 2021
• Subjects: COVID-19; Support vector machines; Social networking (online); Pandemics; Computational modeling; Machine learning; Linguistics; Cognitive Distortions; Mental Health; Social Mining; Machine Learning; Natural Language Processing; Text Classification; Cognitive Psychology; Computer Sciences; Databases and Information Systems; Mental and Social Health
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/328; https://ieeexplore.ieee.org/document/9681367
• Institution: Ateneo De Manila University

Distorted thoughts may signify underlying mental illness, and when detected early, may serve as preventive measure to a more serious condition. A significant shift to more pronounced negative sentiments has been observed in the Social Media Platform, Reddit, during the onset of the COVID-19 Pandemic...