A survey on personality-aware recommendation systems
With the emergence of personality computing as a new research field related to artificial
intelligence and personality psychology, we have witnessed an unprecedented proliferation …
intelligence and personality psychology, we have witnessed an unprecedented proliferation …
User profiling and satisfaction inference in public information access services
AM Flores, MC Pavan, I Paraboni - Journal of Intelligent Information …, 2022 - Springer
Public information access services are provided by dozens of countries around the world as
a means to promote transparency and democracy, and present a number of research …
a means to promote transparency and democracy, and present a number of research …
[PDF][PDF] Author profiling from facebook corpora
Author profiling-the computational task of prediction author's demographics from text-has
been a popular research topic in the NLP field, and also the focus of a number of prominent …
been a popular research topic in the NLP field, and also the focus of a number of prominent …
Stacked authorship attribution of digital texts
JE Custódio, I Paraboni - Expert Systems with Applications, 2021 - Elsevier
In computational authorship attribution (AA)–the task of identifying the author of a given text
based on a set of possible candidates–existing differences across domains, languages or …
based on a set of possible candidates–existing differences across domains, languages or …
Twitter moral stance classification using long short-term memory networks
Abstract In Natural Language Processing, stance detection is the computational task of
deciding whether a piece of text expresses a favourable or unfavourable attitude (or stance) …
deciding whether a piece of text expresses a favourable or unfavourable attitude (or stance) …
Computational personality recognition from facebook text: psycholinguistic features, words and facets
ABSTRACT Advances in the Natural Language Processing (NLP) and machine learning
fields have led to the development of automated methods for the recognition of personality …
fields have led to the development of automated methods for the recognition of personality …
Data-driven and psycholinguistics-motivated approaches to hate speech detection
Computational models of hate speech detection and related tasks (eg, detecting misogyny,
racism, xenophobia, homophobia etc.) have emerged as major Natural Language …
racism, xenophobia, homophobia etc.) have emerged as major Natural Language …
Personality recognition from Facebook text
BBC da Silva, I Paraboni - … Processing of the Portuguese Language: 13th …, 2018 - Springer
This work concerns a study in the Natural Language Processing field aiming to recognise
personality traits in Portuguese written text. To this end, we first built a corpus of Facebook …
personality traits in Portuguese written text. To this end, we first built a corpus of Facebook …
Personality traits for egyptian twitter users dataset
Psychologists are interested in predicting the personality traits of individuals, which costs
them great effort. The researchers in the field of computer science have found in the social …
them great effort. The researchers in the field of computer science have found in the social …
Cross-target stance classification as domain adaptation
MC Pavan, I Paraboni - Mexican International Conference on Artificial …, 2022 - Springer
As in many NLP tasks, stance classification-the computational task of inferring attitudes
towards a given target topic from text-often relies on supervised methods and annotated …
towards a given target topic from text-often relies on supervised methods and annotated …