Style over substance: A psychologically informed approach to feature selection and generalisability for author classification

Author profiling, or classifying user generated content based on demographic or other personal attributes, is a key task in social media-based research. Whilst high-accuracy has been achieved on many attributes, most studies tend to train and test models on a single domain only, ignoring cross-domai...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Isabel Holmes, Timothy Cribbin, Nelli Ferenczi
Format: Artikel
Sprache:English
Veröffentlicht: Elsevier 2023-03-01
Schriftenreihe:Computers in Human Behavior Reports
Schlagworte:
Online Zugang:http://www.sciencedirect.com/science/article/pii/S2451958822001014