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
Red Sea Global Reveals ADRENA, a New Adventure and Entertainment District16.2.2026 21:11:00 CET | Press release
The first of its kind in the region with more than 20 diverse land and water experiences Red Sea Global (RSG), the developer behind the regenerative tourism destinations The Red Sea and AMAALA, has revealed plans to open an adventure and entertainment district. It will be unveiled to the public from 1 March, following a soft launch for invited guests from 15 February. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260216890688/en/ ADRENA is located a short drive away from the recently opened Shura Island Named ADRENA, it will serve guests from across The Red Sea destination and further afield. Located a short drive from Shura Island, the district will offer visitors unique activities, ranging from surfing to wakeboarding, cliff diving to skateboarding. Set in a truly unspoiled and natural environment, ADRENA offers day and night entertainment for different moods. After dark, the beach club becomes a place to unwind while a D
HELLENiQ ENERGY and Chevron Sign Offshore Concession Agreements for Hydrocarbon Exploration and Production with the Hellenic Republic16.2.2026 19:07:00 CET | Press release
Marking a New Milestone in HELLENiQ ENERGY’s Upstream Portfolio HELLENiQ ENERGY, in collaboration with Chevron, signed today the Lease Agreements with the Hellenic Republic for the exploration of four offshore blocks located south of Crete and the Peloponnese, marking a significant milestone for Greece’s upstream development. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260216381183/en/ Snapshot from the signing of the lease agreements at the Maximos Mansion, attended by Prime Minister Kyriakos Mitsotakis. From left: Stavros Papastavrou, Minister of Environment and Energy; Andreas Shiamishis, CEO of HELLENiQ ENERGY; Gavin Lewis, VP Global New Ventures at Chevron; and Aristofanis Stefatos, CEO of HEREMA The successful consortium, with Chevron at 70% interest and being the Operator and HELLENiQ ENERGY at 30% interest, was selected following a competitive international tender launched by the Greek State in 2025. The four offs
Nexo Returns to the U.S.16.2.2026 17:00:00 CET | Press release
Nexo is relaunching its flagship Yield, Exchange, Loyalty, and Credit Lines in the United States. Nexo today announced its formal return to the United States market in 2026. The company’s official U.S. relaunch is being executed in partnership with regulated partners, providing a U.S.-compliant framework for the company’s investment and credit product offerings. Digital asset trading infrastructure is provided by Bakkt, a publicly listed U.S.-based digital asset platform purpose-built to support institutional risk management and compliance. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260216234514/en/ Nexo is relaunching its flagship Yield, Exchange, Loyalty, and Credit Lines in the United States. Nexo’s renewed presence in the United States follows a period of deliberate recalibration and reflects the company’s long-term commitment to operating in markets where regulatory frameworks are evolving, institutional standards a
TRU Simulation’s Full Flight Simulator for the Cessna Citation Ascend Achieves FAA Qualification, Expanding Advanced Training for Midsize Jet Pilots16.2.2026 16:00:00 CET | Press release
TRU Simulation + Training Inc., a Textron Inc. (NYSE:TXT) company, and an affiliate of Textron Aviation, announced today its Full Flight Simulator (FFS) for the Cessna Citation Ascend has achieved Federal Aviation Administration (FAA) Level D qualification. This milestone significantly enhances advanced training options for midsize jet pilots, delivering a highly immersive and true-to-life training environment on the recently FAA certified Citation Ascend. European Union Aviation Safety Agency (EASA) qualification is anticipated in 2026, further extending the simulator’s global reach. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260216456292/en/ TRU Simulation’s Full Flight Simulator for the Cessna Citation Ascend achieves FAA qualification, expanding advanced training for midsize jet pilots “Pilots deserve training capabilities that reflect the advanced technology and performance that the Citation Ascend brings to the mid
AIT Worldwide Logistics Announces Strategic Partnership With Greenbriar Equity Group16.2.2026 15:03:00 CET | Press release
Agreement supports continuity, accelerating next phase of AIT’s growth plan Supply chain solutions leader AIT Worldwide Logistics (“AIT”) has entered into a definitive agreement to partner with Greenbriar Equity Group, L.P. (“Greenbriar”) in support of the global freight forwarder’s next chapter of growth. Financial terms of the private transaction were not disclosed. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260216984391/en/ AIT Worldwide Logistics' strategic partnership with Greenbriar Equity Group represents one of the largest private acquisitions ever in the global freight forwarding sector. The deal marks the culmination of five successful years with The Jordan Company, L.P. (“TJC”). TJC, alongside key members of AIT’s executive leadership team, will remain invested in the company. Over the course of the company’s relationship with TJC, AIT has dramatically expanded its global footprint, acquired 14 businesses, and
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