Assembly of polarity, emotion and user statistics for detection of fake profiles Notebook for PAN at CLEF 2020

Thumbnail
View/Open
Date
2020
Author
Moreno-Sandoval, Luis Gabriel
Puertas, Edwin
Pomares-Quimbaya, Alexandra
Alvarado-Valencia, Jorge Andres
Metadata
Show full item record
Abstract
The explosive growth of fake news on social networks has aroused great interest from researchers in different disciplines. To achieve efficient and effective detection of fake news requires scientific contributions from various disciplines, such as computational linguistics, artificial intelligence, and sociology. Here we illustrate how polarity, emotion, and user statistics can be used to detect fake profiles on Twitter’s social network. This paper presents a novel strategy for the characterization of the Twitter profile based on the generation of an assembly of polarity, emotion, and user statistics characteristics that serve as input to a set of classifiers. The results are part of our participation in the PAN 2020 in the CLEF in the task of Profiling Fake News Spreaders on Twitter. Copyright © 2020 for this paper by its authors.
Citar como
Moreno-Sandoval, L. G., Puertas, E., Pomares-Quimbaya, A., & Alvarado-Valencia, J. A. (s/f). Notebook for PAN at CLEF 2020. Webis.de. Recuperado el 14 de julio de 2023, de https://pan.webis.de/downloads/publications/papers/morenosandoval_2020.pdf
URI
https://scopus.utb.elogim.com/record/display.uri?eid=2-s2.0-85121794424&origin=resultslist&sort=plf-f&src=s&sid=5b5924365d87681725a9d6c17daad1d5&sot=b&sdt=b&s=TITLE-ABS-KEY%28Assembly+of+polarity%2C+emotion+and+user+statistics+for+detection+of+fake+profiles+Notebook+for+PAN+at+CLEF+2020%29&sl=125&sessionSearchId=5b5924365d87681725a9d6c17daad1d5
https://hdl.handle.net/20.500.12585/12286
Collections
Compatible para recolección con:
Archivos
morenosandoval_2020.pdf

The following license files are associated with this item:

http://creativecommons.org/licenses/by-nc-nd/4.0/
Except where otherwise noted, this item's license is described as http://creativecommons.org/licenses/by-nc-nd/4.0/

Universidad Tecnológica de Bolívar - 2017 Institución de Educación Superior sujeta a inspección y vigilancia por el Ministerio de Educación Nacional. Resolución No 961 del 26 de octubre de 1970 a través de la cual la Gobernación de Bolívar otorga la Personería Jurídica a la Universidad Tecnológica de Bolívar.