“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media

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 combination of computational linguistics techniques for hate speech detection and data visualization tools on data dr...

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Autores principales:	Arthur T. E. Capozzi, Mirko Lai, Valerio Basile, Fabio Poletto, Manuela Sanguinetti, Cristina Bosco, Viviana Patti, Giancarlo Ruffo, Cataldo Musto, Marco Polignano, Giovanni Semeraro, Marco Stranisci
Formato:	article
Lenguaje:	EN
Publicado:	Accademia University Press 2020
Materias:	Social Sciences H Computational linguistics. Natural language processing P98-98.5
Acceso en línea:	https://doaj.org/article/07f84d4cbabe4e3baa005a8d357db35d
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spelling	oai:doaj.org-article:07f84d4cbabe4e3baa005a8d357db35d2021-12-02T09:52:31Z“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media2499-455310.4000/ijcol.659https://doaj.org/article/07f84d4cbabe4e3baa005a8d357db35d2020-06-01T00:00:00Zhttp://journals.openedition.org/ijcol/659https://doaj.org/toc/2499-4553The 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 combination 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.Arthur T. E. CapozziMirko LaiValerio BasileFabio PolettoManuela SanguinettiCristina BoscoViviana PattiGiancarlo RuffoCataldo MustoMarco PolignanoGiovanni SemeraroMarco StranisciAccademia University PressarticleSocial SciencesHComputational linguistics. Natural language processingP98-98.5ENIJCoL, Vol 6, Iss 1, Pp 77-97 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Social Sciences H Computational linguistics. Natural language processing P98-98.5
spellingShingle	Social Sciences H Computational linguistics. Natural language processing P98-98.5 Arthur T. E. Capozzi Mirko Lai Valerio Basile Fabio Poletto Manuela Sanguinetti Cristina Bosco Viviana Patti Giancarlo Ruffo Cataldo Musto Marco Polignano Giovanni Semeraro Marco Stranisci “Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
description	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 combination 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.
format	article
author	Arthur T. E. Capozzi Mirko Lai Valerio Basile Fabio Poletto Manuela Sanguinetti Cristina Bosco Viviana Patti Giancarlo Ruffo Cataldo Musto Marco Polignano Giovanni Semeraro Marco Stranisci
author_facet	Arthur T. E. Capozzi Mirko Lai Valerio Basile Fabio Poletto Manuela Sanguinetti Cristina Bosco Viviana Patti Giancarlo Ruffo Cataldo Musto Marco Polignano Giovanni Semeraro Marco Stranisci
author_sort	Arthur T. E. Capozzi
title	“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
title_short	“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
title_full	“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
title_fullStr	“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
title_full_unstemmed	“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
title_sort	“contro l’odio”: a platform for detecting, monitoring and visualizing hate speech against immigrants in italian social media
publisher	Accademia University Press
publishDate	2020
url	https://doaj.org/article/07f84d4cbabe4e3baa005a8d357db35d
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“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media

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