A survey of personality computing

A Vinciarelli, G Mohammadi - IEEE Transactions on Affective …, 2014 - ieeexplore.ieee.org
Personality is a psychological construct aimed at explaining the wide variety of human
behaviors in terms of a few, stable and measurable individual characteristics. In this respect …

Personality classification based on Twitter text using Naive Bayes, KNN and SVM

BY Pratama, R Sarno - 2015 international conference on data …, 2015 - ieeexplore.ieee.org
Personality is a fundamental basis of human behavior. Personality affects the interaction and
preferences of an individual. People are required to take a personality test to find out their …

Design of an explainable machine learning challenge for video interviews

HJ Escalante, I Guyon, S Escalera… - … joint conference on …, 2017 - ieeexplore.ieee.org
This paper reviews and discusses research advances on “explainable machine learning” in
computer vision. We focus on a particular area of the “Looking at People”(LAP) thematic …

Psychometric and validity issues in machine learning approaches to personality assessment: A focus on social media text mining

L Tay, SE Woo, L Hickman… - European Journal of …, 2020 - journals.sagepub.com
In the age of big data, substantial research is now moving toward using digital footprints like
social media text data to assess personality. Nevertheless, there are concerns and …

Assessing the Unacquainted: Inferred Reviewer Personality and Review Helpfulness.

A Xia Liu, Y Li, SX Xu - Mis Quarterly, 2021 - search.ebscohost.com
This work examines the question of who is more likely to provide future helpful reviews in the
context of online product reviews by synergistically using personality theories and data …

SMOTETomek-based resampling for personality recognition

ZHE Wang, C Wu, K Zheng, X Niu, X Wang - IEEE access, 2019 - ieeexplore.ieee.org
The main challenge of user personality recognition is low accuracy resulting from small
sample size and severe sample distribution imbalance. This paper analyzes the impact of …

First impressions: A survey on vision-based apparent personality trait analysis

JCSJ Junior, Y Güçlütürk, M Pérez… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Personality analysis has been widely studied in psychology, neuropsychology, and signal
processing fields, among others. From the past few years, it also became an attractive …

The pictures we like are our image: continuous mapping of favorite pictures into self-assessed and attributed personality traits

C Segalin, A Perina, M Cristani… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Flickr allows its users to tag the pictures they like as “favorite”. As a result, many users of the
popular photo-sharing platform produce galleries of favorite pictures. This article proposes …

Personality prediction based on content of Facebook users: A literature review

ZMM Aung, PH Myint - 2019 20th IEEE/ACIS International …, 2019 - ieeexplore.ieee.org
Nowadays, predicting personality from social media turn out to be a trending research area
in computational linguistic. Personality is combination of characteristic and behavior of …

[HTML][HTML] Twitpersonality: Computing personality traits from tweets using word embeddings and supervised learning

G Carducci, G Rizzo, D Monti, E Palumbo, M Morisio - Information, 2018 - mdpi.com
We are what we do, like, and say. Numerous research efforts have been pushed towards the
automatic assessment of personality dimensions relying on a set of information gathered …