UTOPIA-ANALYTICS
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
Kingswood Capital Management Enters Into a Definitive Agreement to Acquire Safran Passenger Innovations10.12.2025 14:00:00 CET | Press release
SPI is a leading global provider of in-flight entertainment and connectivity solutions for airlines and airplane manufacturers worldwide Kingswood Capital Management, LP (together with its affiliates, “Kingswood”) announced today that it has entered into a definitive agreement to acquire Safran Passenger Innovations (“SPI” or the “Company”) from Safran, an international high-tech company operating in the aviation, defense, and space markets. SPI is a leading global provider of in-flight entertainment and connectivity solutions for airlines and airplane manufacturers worldwide. Matt Smith will continue to serve as SPI’s CEO, and the entire SPI leadership team will remain in place. The transaction is expected to close early next year, subject to customary legal and regulatory requirements. Headquartered in Brea, California, SPI created and designed an award-winning in-flight entertainment and connectivity platform known as RAVE, recognized for its intuitive design, reliability, and innov
Armis Partners with KODE Labs and IntelliBuild to Streamline Security Operations Across the Building Management Lifecycle10.12.2025 14:00:00 CET | Press release
Integration secures smart building systems, empowering organizations to enhance their cyber resilience and make more informed decisions Armis, the cyber exposure management & security company, today announced a strategic partnership with KODE Labs and IntelliBuild to help organizations unify cybersecurity, operational intelligence and governance for building lifecycle management. The joint offering combines Armis’ continuous asset intelligence with KODE Labs’ performance trends and analytics, which are then operationalized by IntelliBuild’s governance and reporting. By translating accurate, verified intelligence into accountable action, organizations can streamline the operations of building management systems – from thermostats, lighting and badge readers to elevator controllers and security cameras – and proactively strengthen their cyber defenses. “To achieve real security in the new age of connected environments, you must have comprehensive, real-time protection across the entire a
FiRa Unveils New Membership Tier to Fuel Industry Growth10.12.2025 14:00:00 CET | Press release
New pricing model invites more companies to join FiRa’s collaborative ecosystem. FiRa® Consortium is expanding its membership structure with a new Associate tier that opens the door to broader industry involvement. With new revenue-based pricing, organizations of all sizes can now more easily help shape the future of precise, secure wireless experiences. By reducing cost-related barriers and expanding access to FiRa resources, this new tier opens the door for innovators, developers, and emerging players to contribute to the next generation of wireless capabilities. The updated structure gives companies a more flexible and accessible path to Associate membership: $7,500 USD for companies with annual revenue below $50 million USD $30,000 USD for companies with annual revenue above $50 million USD The refreshed Associate tier maintains all existing benefits, including participation in FiRa Working Groups, access to specifications, engagement in FiRa Plugfests, product certification opport
Slate Asset Management Announces Partner and Managing Director Promotions10.12.2025 14:00:00 CET | Press release
Slate Asset Management (“Slate”), a global alternative investment platform focused on essential real estate and infrastructure, today announced three senior leadership promotions, effective January 1, 2026. Molly Mahoney has been elevated to Partner, and John Murray and Sayed M. Alaali have been promoted to Managing Directors. “Molly, John, and Sayed have demonstrated outstanding dedication, skill, and leadership over the years and each has contributed meaningfully to Slate’s reputation as a proven investor and a trusted partner to leading global institutions,” said Brady Welch, Co-Founding Partner at Slate. “We are very pleased to welcome them to the highest ranks of our firm’s leadership.” Blair Welch, Co-Founding Partner at Slate, added: “In a year of significant growth, these individuals have consistently delivered exceptional outcomes for Slate’s clients, partners, and communities. They are unwavering in their commitment to excellence, integrity, and teamwork, and we look forward
QuantrolOx Unveils VIDYAQAR — the World’s First True Open-Architecture Quantum Platform for Education, Research, Testing and Benchmarking10.12.2025 13:29:00 CET | Press release
QuantrolOx today announced a major milestone in quantum technology with the launch of VIDYAQAR, the world’s first True Open-Architecture Quantum Platform designed specifically for education, research, testing, and benchmarking. The system was unveiled today in India and will be available globally in the first half of 2026. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20251210668898/en/ VIDYAQAR - A complete quantum platform with cryogenics, control hardware and QPU - powered by Quantum EDGE. The name VIDYAQAR derives from the Sanskrit Vidyākar, meaning “causing wisdom, giving knowledge or science”—a perfect reflection of the platform’s mission to widen access to advanced quantum hardware and accelerate innovation. A Complete, Open and Scalable Quantum Platform VIDYAQAR is a connected, fully open-architecture superconducting quantum system that brings together: CryogenicsControl electronicsQuantum Processing Unit (QPU)Integra
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