UTOPIA-ANALYTICS
22.4.2021 09:02:11 CEST | Business Wire | Press release
Online hate speech shows up most often on discussion forums, according to a Utopia Analytics study for the Ministry of Justice in Finland. The report found that discussion forums are home to 97% of identified hate speech messages. The next largest platform types are Twitter messages at 2.5% and Instagram messages at 0.2%. Blogs, news comments and public Facebook messages make up less than 0.02% of all identified hate speech. The data set didn’t include private discussions, for example Facebook groups or accounts.
The project, part of the Facts Against Hate program by Ministry of Justice , tested the ability of artificial intelligence to recognize hate speech in online environments. The approach combined human evaluation with machine learning. A key goal was to find the main channels of hate speech, and to identify differences in hate speech from platform to platform.
The definition of hate speech was based on academic research in the social sciences. The definition was done by producing hate speech categories, and then used to manually identify examples of hate speech in a data set of online messages. These annotations were then used as training data for Utopia AI Moderator, a language-independent tool that utilizes text analytics and machine learning. The data set was 12 million Finnish comments and posts from September to October 2020.
The results show that about 150 000 messages that contain hate speech appear on publicly available Finnish social media platforms every month. That’s about 1.8% of all messages.
Among the public international social media platforms, Twitter seems the most prominent, with 7 450 messages identified as hate speech, or 0.14% of all tweets. Retweets play a significant role in circulating these messages: 39% of all hate-speech tweets are duplicates.
“While the data set consisted of mostly Finnish messages,” says Utopia’s CEO Dr. Mari-Sanna Paukkeri, “the results would be very similar in other languages . For example, the major platform for Finnish hate speech, Ylilauta, is a peer to the commonly known 4chan. Moreover, we can build a similar AI model to identify hate speech in any language in only two weeks. We only need a skilled individual to say how hate speech should be defined in your culture and language and we need the data to analyse.”
Media library/photos: https://utopiaanalytics.com/media-library
View source version on businesswire.com: https://www.businesswire.com/news/home/20210422005039/en/
Link:
About Business Wire
Subscribe to releases from Business Wire
Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.
Latest releases from Business Wire
Brenus Pharma Welcomes New European and Asia-Pacific Life Sciences Investors in Series A Extension20.7.2026 22:00:00 CEST | Press release
Brenus Pharma today announced an €11 million ($12.6M) extension to its Series A round, bringing total capital raised since inception to €38 million ($43.5M). This funding reflects strong execution across clinical, regulatory, and business development milestones, de-risking STC-1010 (NCT06934538): lead clinical-stage in-vivo immunotherapy for MSS mCRC, while positioning the company’s proprietary platform for multi-asset expansion. The round was supported by strong follow-on participation from existing investors, including Angelor, UI Investissement (managing FRAI), Crédit Agricole (CACE Création, CACF Capital Innovation), Noshaq, Orsa (formerly Investsud), BIO JAG, and Bpifrance (through non-dilutive funding). This round also welcomes two new international investors: Sambrinvest, strengthening the company’s European shareholder base, and Korea Omega Investment Corp, marking its first institutional investment from the Asia-Pacific region. "We couldn't be more confident in our first inves
Hollywood Chamber of Commerce Expands Into Luxury Hospitality20.7.2026 18:30:00 CEST | Press release
Hollywood Hotels & Residences to Bring the Spirit of Hollywood to Luxury Destinations Worldwide The Hollywood Chamber of Commerce, known for the iconic Hollywood Sign® and Hollywood Walk of Fame®, is expanding into luxury hospitality through a strategic partnership with The Scene Hotels & Resorts to launch Hollywood Hotels & Residences. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260720026178/en/ The Scene Hotels & Resorts, with 40+ years of combined expertise in hospitality, travel, and brand development, will lead the brand’s development and management. The partnership will bring the Hollywood lifestyle to luxury hotels and branded residences around the world, creating immersive destinations inspired by the world's entertainment capital. "This partnership represents far more than an expansion of the Hollywood brand—it reflects our vision of Hollywood as the world's premier hub for entertainment, creativity, and commerce
Andersen Consulting udvider med samarbejdsfirmaet Smartbridge20.7.2026 17:54:00 CEST | Pressemeddelelse
Andersen Consulting annoncerer en samarbejdsaftale med Smartbridge, et Texas-baseret firma, der tilbyder digitale løsninger og AI-teknologi, og forbedrer dermed sine kapaciteter inden for data og analyse samt digitale transformationstjenester. Smartbridge blev grundlagt i 2003 og hjælper organisationer med at accelerere deres digitale transformation og modernisere driften gennem digital innovation, AI, data og analyse samt applikationsmoderniseringstjenester. Firmaet arbejder med kunder inden for olie- og gas-, medtech- og restaurationsbranchen og kombinerer rådgivnings- og teknologitjenester for at muliggøre erhvervsvirksomheders transformation og vækst. Ved at udnytte strategiske relationer med førende teknologileverandører hjælper Smartbridge organisationer med at forbinde data, forbedre beslutningstagning og accelerere forretningsresultater. "I dag ønsker organisationer at accelerere deres digitale omstilling og AI-transformation og søger praktiske måder at omsætte innovation til m
Epic Flight Academy Agrees to Purchase up to 50 Pipistrel Voyager Aircraft, Supplementing Its Fleet of Trainers as It Supports Continued Pilot Training20.7.2026 17:38:00 CEST | Press release
Pipistrel, a Textron Inc. (NYSE: TXT) company and an affiliate of Textron Aviation Inc., today announced Epic Flight Academy as the launch customer for the Pipistrel Voyager during Textron Aviation’s press conference at EAA AirVenture 2026. The company has signed a purchase agreement for up to 50 Voyager aircraft, with an order for 10 initial deliveries beginning in 2027, and options for up to 20 additional aircraft in 2028 and 20 in 2029, supporting the continued expansion of its training fleet and growing demand for pilot training. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260720003143/en/ Epic Flight Academy agrees to purchase up to 50 Pipistrel Voyager aircraft, supplementing its fleet of trainers as it supports continued pilot training (Photo Credit: Pipistrel, a Textron Inc. company and an affiliate of Textron Aviation Inc.) Epic Flight Academy is a Florida-based flight training provider offering FAA Part 141 and
New Pipistrel Voyager Brings Next Generation Training Capabilities and Access to Flight Schools20.7.2026 15:00:00 CEST | Press release
Debuting at EAA AirVenture 2026 in Oshkosh, the world’s largest aviation gathering Pipistrel, a Textron Inc. (NYSE: TXT) company and an affiliate of Textron Aviation Inc., today introduced the Pipistrel Voyager, a next-generation training aircraft designed to expand capability for flight schools while maintaining the efficiency and simplicity owners and operators expect from Pipistrel. Purpose-built for evolving pilot training requirements, the Voyager is designed to align with anticipated Modernization of Special Airworthiness Certification (MOSAIC) regulations. This positions the aircraft to support broader training missions while improving access to pilot development. The aircraft is expected to enter into service in 2027. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260720673571/en/ New Pipistrel Voyager brings next generation training capabilities and access to flight schools (Photo Credit: Pipistrel, a Textron Inc. c
In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.
Visit our pressroom