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
Born in Riyadh. Sold Out in Paris. stc and EWC a Winning Partnership.25.8.2026 13:02:00 CEST | Press release
stc group was the Founding and Elite Partner of the Esports World Cup for the third consecutive year. EWC 2026, the largest edition of the tournament to date, brought together more than 2,000 players and 200 clubs from over 100 countries, competing across 25 tournaments and 24 game titles. stc group, a leading digital enabler, concluded its third consecutive year as a Founding and Elite Partner of the Esports World Cup (EWC), supporting the tournament as it staged its first edition outside Saudi Arabia in Paris. The largest EWC to date brought together more than 2,000 professional players and 200 clubs from over 100 countries, competing across 25 tournaments and 24 game titles for a prize pool exceeding $75 million. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260825372468/en/ Fans hold up the stc/EWC banner during the Esports World Cup 2026 grand final at the Accor Arena in Paris (Photo: AETOSWire) The move to Paris marke
Ansaldo Energia Selects Kinaxis to Power the Future of Global Energy Infrastructure25.8.2026 13:00:00 CEST | Press release
One of Italy's most historic industrial companies invests in AI-powered Maestro™ platform as demand for power generation technology accelerates worldwide Kinaxis® Inc. (TSX:KXS), a global leader in AI-powered supply chain planning and orchestration, today announced that Ansaldo Energia, a global leader of power generation technology, has selected the Kinaxis Maestro™ platform to help orchestrate its complex supply chain in supporting one of the fastest-growing infrastructure markets in the world. For more than 170 years, Ansaldo Energia has stood at the heart of Italy's industrial heritage, helping shape the nation's energy future while becoming a global leader in power generation technology. Today, as demand for reliable energy infrastructure accelerates, driven by AI, hyperscale data centers, electrification and energy security, Ansaldo Energia is navigating increasingly complex, high-value manufacturing programs, extended production cycles and a rapidly evolving supply chain. The se
UL Solutions Expands Capabilities in Italy to Create European Retail Center of Excellence Supporting Customers From Product Concept to Market25.8.2026 13:00:00 CEST | Press release
Building on 40 years of technical expertise in Italy, UL Solutions has created a European Retail Center of Excellence with an enhanced portfolio of services. UL Solutions has expanded capabilities at its Northern Italy site to create a European Retail Center of Excellence, a regional safety and performance services hub for retailers, brands and manufacturers. The Center now offers pre-market services to support retail product development, supplier selection and raw materials sourcing. Combining upstream support, life cycle management, regulatory insight and sustainability expertise, the site helps customers bring products to market safely and efficiently. UL Solutions Inc. (NYSE: ULS), a global leader in applied safety science, today announced it has expanded capabilities at its site in Lombardy, Italy, to create the European Retail Center of Excellence, giving retailers, brands and manufacturers access to a broader portfolio of services designed for a technology-enabled and rapidly in
TVS Motor Company Appoints Marcel Driessen as Division Head – Europe to Drive Next Phase of Growth25.8.2026 12:49:00 CEST | Press release
Marcel Driessen brings over three decades of leadership experience across the automotive and premium motorcycle industries. Appointment reinforces TVSM's commitment to accelerating growth, strengthening brand presence and expanding its international footprint across Europe. TVS Motor Company (TVSM), part of TVS VENU, and a reputed global manufacturer of two and three-wheelers, today announced the appointment of Marcel Driessen as Division Head – Europe, effective September 15th, 2026 to strengthen its international business operations and accelerate growth across key global markets. Marcel will spearhead the next phase of expansion for both the brands TVSM and Norton Motorcycles in one of the company's most strategically important regions. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260825464349/en/ Marcel Driessen, Division Head – Europe, TVS Motor Company Marcel joins TVS Motor Company with more than three decades of in
NIQ and The OpenAI Deployment Company Collaborate to Bring Consumer Intelligence into Enterprise Workflows25.8.2026 12:45:00 CEST | Press release
Collaboration advances NIQ’s existing AI-native product strategy, enabling clients to activate NIQ intelligence through purpose-built AI applications and their own AI environments NielsenIQ (NYSE: NIQ), a leading consumer intelligence company, today announced a collaboration with The OpenAI Deployment Company (“DeployCo”) to further extend its AI suite of products in the NIQ Optiq Suite, including NIQ Optiq Chat, Optiq Mobile, and Optiq Bridge. The collaboration builds on the AI-native growth and product momentum NIQ reported in its Q2 results and will help NIQ extend and deliver its proprietary intelligence directly into the enterprise systems and workflows clients use every day. AI is rearchitecting decision-making across commerce, reshaping how companies analyze markets, make decisions and execute work. But model capabilities alone are not enough. Business outcomes depend on the quality of the data, harmonization, semantic context and domain intelligence behind those systems. Throug
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