TY - JOUR
T1 - “Contro L’Odio”
T2 - A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
AU - Capozzi, Arthur T.E.
AU - Lai, Mirko
AU - Basile, Valerio
AU - Poletto, Fabio
AU - Sanguinetti, Manuela
AU - Bosco, Cristina
AU - Patti, Viviana
AU - Ruffo, Giancarlo
AU - Stranisci, Marco
AU - Musto, Cataldo
AU - Polignano, Marco
AU - Semeraro, Giovanni
N1 - Publisher Copyright:
© 2020 Associazione Italiana di Linguistica Computazionale.
PY - 2020/6
Y1 - 2020/6
N2 - The paper describes the Web platform built within the project “Contro l’Odio”, for monitoring and contrasting discrimination and hate speech against immigrants in Italy. It applies a combi-nation of computational linguistics techniques for hate speech detection and data visualization tools on data drawn from Twitter. It allows users to access a huge amount of information through interactive maps, also tuning their view, e.g. visualizing the most viral tweets and interactively reducing the inherent complexity of data. Educational courses for high school students have been developed which are centered on the platform and focused on the deconstruction of negative stereotypes against immigrants, Rom and religious minorities, and on the creation of positive narratives. The data collected and analyzed by the platform are also currently used for benchmarking activities within an evaluation campaign, and for paving the way to new projects against hate.
AB - The paper describes the Web platform built within the project “Contro l’Odio”, for monitoring and contrasting discrimination and hate speech against immigrants in Italy. It applies a combi-nation of computational linguistics techniques for hate speech detection and data visualization tools on data drawn from Twitter. It allows users to access a huge amount of information through interactive maps, also tuning their view, e.g. visualizing the most viral tweets and interactively reducing the inherent complexity of data. Educational courses for high school students have been developed which are centered on the platform and focused on the deconstruction of negative stereotypes against immigrants, Rom and religious minorities, and on the creation of positive narratives. The data collected and analyzed by the platform are also currently used for benchmarking activities within an evaluation campaign, and for paving the way to new projects against hate.
UR - http://www.scopus.com/inward/record.url?scp=85121253585&partnerID=8YFLogxK
U2 - 10.4000/ijcol.659
DO - 10.4000/ijcol.659
M3 - Article
SN - 2499-4553
VL - 6
SP - 77
EP - 97
JO - Italian Journal of Computational Linguistics
JF - Italian Journal of Computational Linguistics
IS - 1
ER -