TY - JOUR
T1 - Assembly of polarity, emotion and user statistics for detection of fake profiles Notebook for PAN at CLEF 2020
AU - Moreno-Sandoval, L.G.
AU - Puertas, E.
AU - Pomares-Quimbaya, A.
AU - Alvarado-Valencia, J.A.
N1 - Publisher Copyright:
Copyright © 2020 for this paper by its authors.
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85121794424&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85121794424
SN - 1613-0073
VL - 2696
SP - 45
EP - 64
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 11th Conference and Labs of the Evaluation Forum, CLEF 2020
Y2 - 22 September 2020 through 25 September 2020
ER -