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
PPG invests in testing line for radiation-curable coatings at Marly, France20.4.2026 11:00:00 CEST | Press release
Installation helps accelerate development cycles, reduce number of customer trials PPG (NYSE: PPG) today announced the installation of an advanced testing line for radiation-curable coatings at its R&D Center of Excellence in Marly, France. The line can test multiple curing technologies, including infrared (IR), ultraviolet (LED, excimer and arc lamps), and electron beam (EB). This investment allows the company to accurately replicate customer production conditions, helping accelerate development cycles and reduce the number of customer trials. Unlike conventional thermal curing, radiation curing requires less energy because it operates at or near ambient temperature. This reduction in energy demand can significantly lower carbon emissions by 65%*, with further gains possible when powered by renewable energy sources. In addition, UV- and EB-curable systems typically use 100% solids formulations with no solvents, reducing or eliminating volatile organic compound emissions. Beyond sustai
IQOSand Devialet Introduce “Soundsorial Design” Collaboration20.4.2026 10:00:00 CEST | Press release
Exhibition and capsule collection drop at Milan Design Week 2026 Philip Morris International (NYSE: PM) today announced a collaboration between IQOS – the number 1 tobacco heating system1, and Devialet – the French acoustic engineering company, launching “Soundsorial Design” at Milan Design Week 2026. The immersive exhibition is an ethereal landscape of water and light, where sound, movement, and voice become visible across an ever‑changing immersive canvas. A space to push experiential boundaries, where visitors are invited to explore their own frequency as sound transforms into sight.The collaboration celebrates self-expression while connecting a community of over 35 million IQOS users who moved away from cigarettes. Devialet’s mission to give sound its rightful place in our lives, achieved through acoustic breakthroughs, meets IQOS’s bold spirit of being forever curious – the force that pushes the brand to continuously innovate and explore new technologies for a better future. Two p
Europe’s Technology Services Market Accelerates in Q1 on Higher Demand for AI: ISG Index™20.4.2026 10:00:00 CEST | Press release
Combined market up 30%, to record US $12.2 billion, fueled by strong AI-driven IaaS growth Demand for technology services in Europe continued to accelerate in the first quarter, driven by strong demand for the cloud-based infrastructure services needed to power AI, the latest state-of-the-industry report from Information Services Group (ISG) (Nasdaq: III), a leading global technology research and advisory firm, shows. The EMEA ISG Index™, which measures commercial outsourcing contracts with annual contract value (ACV) of US $5 million or more, shows ACV for the combined market (both managed services and cloud-based as-a-service) climbed 30 percent in the first quarter, to a record US $12.2 billion. Sequentially, the market was up 12 percent from its previous high in the fourth quarter. Over the last seven quarters, EMEA’s combined market has risen by double-digits in six of them, averaging 22 percent year-on-year growth in that span. “Europe has clearly turned the corner, as the region
MBRYONICS Announces Further Expansion in Its Customer Base and Manufacturing Facilities to Meet Rapidly Growing Demand20.4.2026 09:00:00 CEST | Press release
MBRYONICS has been expanding its partner and customer ecosystem and has recently been selected by the European Space Agency (ESA) for in-orbit demonstration activities in a team led by Kepler Communications. The €18.6M award is under Element 3 of the High-throughput Optical Network (HydRON) program, a project under ESA’s Optical and Quantum Communications – ScyLight program, within the agency’s Advanced Research in Telecommunications Systems (ARTES). This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260420035633/en/ MBRYONICS was chosen to be part of this mission following its successful contribution to HydRON Element 2, where the company delivered optical testbed facilities to provide system reliability. In collaboration with Kepler Communications for Element 3, MBRYONICS optical terminal (StarCom), and its ground station test bed, have been selected to demonstrate full interoperability with other optical terminal providers du
Echodyne Named as Radar System for Trust Automation’s $490M Air Force Counter-UAS Engineering Contract20.4.2026 09:00:00 CEST | Press release
EchoShield® radar integrated into Small-Unmanned Air Defense System (SUADS) to deliver on $490M Air Force IDIQ Echodyne, the radar platform company, today announces its inclusion as a primary radar system within Trust Automation’s Small-Unmanned Air Defense System (SUADS) Counter-UAS platform, to be delivered to the U.S. Air Force under a $490M IDIQ contract announced in August 2025. Rapidly Deployable Small-Unmanned Air Defense System (RD-SUADS), Fixed Site Small-Unmanned Air Defense System (FS-SUADS), and Expeditionary Small-Unmanned Air Defense System (EX-SUADS) platforms adhere to the Sensor Open Systems Architecture (SOSA) standard with EchoShield radars being the first fully integrated SOSA solution in the platform. The RD-SUADS platform is a self-contained, self-powered C-UAS system fitted to standard pallet sizes for easy transport via military aircraft, while the FS-SUADS is for deployment at permanent military installations and can be integrated as a group or standalone for d
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