Article

Surfing the OCEAN: The Machine Learning Psycholexical Approach 2.0 to Detect Personality Traits in Texts

2023-12-15

Abstract excerpt

<p>OBJECTIVE – We aimed to develop a machine-learning model to infer OCEAN traits from text.BACKGROUND – The psycholexical approach allows retrieving information about personality traits from human language. However, it has rarely been applied because of methodological and practical issues that current computational advancements could overcome.METHOD – Classical taxonomies and a large Yelp corpus were leveraged to...

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Literature Corpus work: 7e78adf0-b545-5627-af99-9b2974aafccd
DOI: 10.31234/osf.io/9t5ep

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