What demographic attributes do our digital footprints reveal? A systematic review

J Hinds, AN Joinson - PloS one, 2018 - journals.plos.org
To what extent does our online activity reveal who we are? Recent research has
demonstrated that the digital traces left by individuals as they browse and interact with …

[PDF][PDF] Overview of the 4th author profiling task at PAN 2016: cross-genre evaluations

F Rangel, P Rosso, B Verhoeven… - … Notes Papers of …, 2016 - repository.uantwerpen.be
This overview presents the framework and the results of the Author Profiling task at PAN
2016. The objective was to predict age and gender from a cross-genre perspective. For this …

How different text-preprocessing techniques using the bert model affect the gender profiling of authors

E Alzahrani, L Jololian - arxiv preprint arxiv:2109.13890, 2021 - arxiv.org
Forensic author profiling plays an important role in indicating possible profiles for suspects.
Among the many automated solutions recently proposed for author profiling, transfer …

Emphasizing personal information for author profiling: new approaches for term selection and weighting

RM Ortega-Mendoza, AP López-Monroy… - Knowledge-Based …, 2018 - Elsevier
Abstract The Author Profiling (AP) task aims to predict specific profile characteristics of
authors by analyzing their written documents. Nowadays, its relevance has been highlighted …

Age and gender identification in unbalanced social media

LM López-Santamaría, JC Gomez… - 2019 International …, 2019 - ieeexplore.ieee.org
Nowadays, people share a lot of information in social media in the form of videos, news,
photos, posts, likes, etc. This large amount of generated information reflects the opinions …

[PDF][PDF] A straightforward multimodal approach for author profiling

ME Aragón, AP López-Monroy - Proceedings of the Ninth …, 2018 - downloads.webis.de
In this paper we evaluate different strategies from the literature for text and image
classification at PAN 2018. The main objective of this shared task is the identification of the …

Author profiling using texts in social networks

I Ameer, G Sidorov - Handbook of Research on Natural Language …, 2021 - igi-global.com
The automatic identification of an author's demographic traits (eg, gender, age group) from
their written text is termed as author profiling. This problem has become an essential …

[PDF][PDF] Learning Patterns of Assonance for Authorship Attribution of Historical Texts.

L Ivanov - FLAIRS, 2019 - cdn.aaai.org
This paper deals with extracting and learning patterns of assonance as a stylistic feature for
author attribution of historical texts. We describe an assonance extraction algorithm and …

[PDF][PDF] A deep learning ensemble approach to gender identification of tweet authors

PC Berg, M Gopinathan - 2017 - ntnuopen.ntnu.no
Author profiling is a field within Natural Language Processing, in addition to being a sub-
field of the broader research area concerning authorship analysis, and aims to classify …

[PDF][PDF] User Modeling in Social Media: Gender and Age Detection

S Daneshvar - 2019 - ruor.uottawa.ca
Author profiling is a field within Natural Language Processing (NLP) that is concerned with
identifying various characteristics and demographic factors of authors, such as gender, age …