Studying cultural differences in emoji usage across the east and the west
Global acceptance of Emojis suggests a cross-cultural, normative use of Emojis. Meanwhile,
nuances in Emoji use across cultures may also exist due to linguistic differences in …
nuances in Emoji use across cultures may also exist due to linguistic differences in …
Multilingual author profiling on Facebook
Author profiling is the identification of demographic features of an author by examining his
written text. Recently, it has attracted the attention of research community due to it's potential …
written text. Recently, it has attracted the attention of research community due to it's potential …
Social media reveals urban-rural differences in stress across China
Modelling differential stress expressions in urban and rural regions in China can provide a
better understanding of the effects of urbanization on psychological well-being in a country …
better understanding of the effects of urbanization on psychological well-being in a country …
Exploring (dis-) similarities in emoji-emotion association on twitter and weibo
Emojis have gained widespread acceptance, globally and cross-culturally. However, Emoji
use may also be nuanced due to differences across cultures, which can play a significant …
use may also be nuanced due to differences across cultures, which can play a significant …
Author profiling for age and gender using combinations of features of various types
The process of automatic identification of an author's demographic traits like gender, age,
native language, geographical location, personality type and others from his/her written text …
native language, geographical location, personality type and others from his/her written text …
A survey of machine learning-based author profiling from texts analysis in social networks
Recently, online social networks, such as Twitter, Facebook, LinkedIn, etc., have grown
exponentially with a large amount of information. These social networks have huge volumes …
exponentially with a large amount of information. These social networks have huge volumes …
Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination
Although affective expressions of individuals have been extensively studied using social
media, research has primarily focused on the Western context. There are substantial …
media, research has primarily focused on the Western context. There are substantial …
Increasing in-class similarity by retrofitting embeddings with demographic information
D Hovy, T Fornaciari - Proceedings of the 2018 Conference on …, 2018 - aclanthology.org
Most text-classification approaches represent the input based on textual features, either
feature-based or continuous. However, this ignores strong non-linguistic similarities like …
feature-based or continuous. However, this ignores strong non-linguistic similarities like …
Comparative analysis of machine learning algorithms for author age and gender identification
Z Zainab, F Al-Obeidat, F Moreira, H Gul… - … Conference on Information …, 2023 - Springer
Author profiling is part of information retrieval in which different perspectives of the author
are observed by considering various characteristics like native language, gender, and age …
are observed by considering various characteristics like native language, gender, and age …
User factor adaptation for user embedding via multitask learning
Language varies across users and their interested fields in social media data: words
authored by a user across his/her interests may have different meanings (eg, cool) or …
authored by a user across his/her interests may have different meanings (eg, cool) or …