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What demographic attributes do our digital footprints reveal? A systematic review
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 …
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
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 …
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
Forensic author profiling plays an important role in indicating possible profiles for suspects.
Among the many automated solutions recently proposed for author profiling, transfer …
Among the many automated solutions recently proposed for author profiling, transfer …
Emphasizing personal information for author profiling: new approaches for term selection and weighting
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 …
authors by analyzing their written documents. Nowadays, its relevance has been highlighted …
Age and gender identification in unbalanced social media
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 …
photos, posts, likes, etc. This large amount of generated information reflects the opinions …
[PDF][PDF] A straightforward multimodal approach for author profiling
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 …
classification at PAN 2018. The main objective of this shared task is the identification of the …
Author profiling using texts in social networks
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 …
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 …
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 …
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 …
identifying various characteristics and demographic factors of authors, such as gender, age …