Predicting neuroticism with open-ended response using natural language processing
Bibliographic Data
| ID | 15526552 |
|---|---|
| Authors | Seowon Yoon (0000-0003-0980-7065, Korea University), Jihee Jang (Korea University), Gaeun Son (Korea University), Soohyun Park (0000-0002-2824-4264, Korea University), Jueun Hwang (Korea University), Joon Yeon Choeh (0000-0002-6604-5944, Sejong University, corresponding author), Kee‐Hong Choi (0000-0002-7526-3329, Korea University, corresponding author), Kee-Hong Choi |
| Year | 2024 |
| Volume | 15 |
| Pages | 1437569-1437569 |
| Publication date | 2024-08-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2024.1437569 |
| PMID | 39149156 |
| OpenAlex | W4401232046 |
| Language | EN |
| References cited | 53 |
We identified items that performed better at neuroticism prediction than others. Prediction models developed based on open-ended questions that theoretically aligned with neuroticism exhibited superior predictive performance
Cognitive psychology · Geography · Natural (archaeology · Natural language processing · Neuroticism · Personality · Computer Science · Mental Health Research Topics · Personality Disorders and Psychopathology · Personality Traits and Psychology · Psychology · Social Psychology
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