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...
Main Authors: | Isabel Holmes, Timothy Cribbin, Nelli Ferenczi |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2023-03-01
|
Series: | Computers in Human Behavior Reports |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2451958822001014 |
Similar Items
-
IDIOSTYLE PECULIARITIES IN TUNA KIREMITÇI`S “PRAYERS STAY THE SAME”
by: Zoia M. Kornieva, et al.
Published: (2022-12-01) -
The contribution of authors from low- and middle-income countries to top-tier mental health journals
by: Joseph El Khoury, et al.
Published: (2021-10-01) -
Stylistic features in the works of (Noman Hadi)
by: Ahmed Aziz Awaid, et al.
Published: (2024-03-01) -
Verse Style of the Poetic Group "Moscow Tiime"
by: Saule Abisheva, et al.
Published: (2023-11-01) -
The Impact of Affiliate Marketing and Service Features on E-Commerce Consumers Buying Interest
by: Lindi Utami Marquerette, et al.
Published: (2023-04-01)