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
Royal Moroccan Football Federation Acknowledges Decision Rendered by the CAF Appeals Committee18.3.2026 18:49:00 CET | Press release
The Royal Moroccan Football Federation (FRMF) wishes to reiterate that its appeal was never aimed at contesting the sporting merit or performance of the teams involved in this tournament, but solely to ensure the proper enforcement of competition regulations. The federation reaffirms its commitment to respecting the regulations, ensuring the clarity of the competitive framework and maintaining the stability of African football competitions. The Federation also wishes to commend all the nations that participated in this year’s edition of the Africa Cup of Nations (AFCON), which served as a significant moment for African football. The FRMF will issue a more comprehensive official statement in the coming days after a scheduled meeting of its governing bodies. Source: AETOSWire View source version on businesswire.com: https://www.businesswire.com/news/home/20260318763307/en/
SIMCON Unveils World’s First Large Engineering Model for Plastic Injection Moulding18.3.2026 18:05:00 CET | Press release
SIMCON today announced the launch of the Cadmould AI Solver, the world’s first Large Engineering Model for injection moulding. Co-developed with Emmi AI, the new transformer-based architecture delivers simulation results up to 1000 times faster than traditional numerical solvers. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260318680159/en/ SIMCON’s new Cadmould AI Solver delivers injection molding simulation results in seconds. By removing lengthy computation times, the tool enables engineers to dynamically explore thousands of design and process variations in a single day. Historically, lengthy computation times have acted as a bottleneck, limiting the number of design variations engineers can practically explore during the development process. The Cadmould AI Solver shatters this barrier by providing engineers with instant feedback on filling pattern, pressure, and temperature in seconds. What once required hours per si
Boomi, a 12X Leader, Positioned Highest for Ability to Execute in the 2026 Gartner® Magic Quadrant™ for Integration Platform as a Service18.3.2026 16:30:00 CET | Press release
Boomi™, the data activation company, today announced it has been recognized as a Leader and positioned highest for Ability to Execute in the 2026 Gartner® Magic Quadrant™ for Integration Platform as a Service (iPaaS). This marks the 12th consecutive time Boomi has been named a Leader– the longest recognized vendor in the report’s history. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260318987091/en/ Boomi, a 12X Leader, Positioned Highest for Ability to Execute in the 2026 Gartner® Magic Quadrant™ for Integration Platform as a Service Boomi attributes its continued industry recognition to its unwavering commitment to innovation, customer success, and ecosystem growth. Over the past year, Boomi has accelerated its investments in integration and automation, APIM, agent management, and data management to help enterprises transform fragmented systems and data into orchestrated processes and governed agentic workflows. Recent i
Laserfiche Announces 2026 Run Smarter® Award Winners18.3.2026 15:17:00 CET | Press release
Laserfiche — the leading SaaS provider of intelligent content management — today announced the winners of the 2026 Laserfiche Run Smarter® Awards. These awards celebrate the visionaries and trailblazers who are redefining the possible, using Laserfiche to break down operational silos and catalyze a new era of enterprise-wide productivity. From a large city reimagining criminal justice to a financial services firm’s innovative use of AI for smarter service delivery: The winners enhance productivity, reimagine processes and improve lives with Laserfiche technology. “The true power of Laserfiche has always been in how it unlocks value — whether that is through delivering actionable intelligence, cost savings, or reclaimed time to put toward innovation,” said Karl Chan, CEO of Laserfiche. “This year’s honorees are at the forefront of information management, with many of them leveraging cloud and AI technology to modernize processes and achieve business transformation.” Congratulations to t
I-Pulse Acquires CSI Technologies to Strengthen U.S. High-Energy Capacitor Manufacturing Capabilities18.3.2026 14:30:00 CET | Press release
I-Pulse Acquires California Capacitor Specialist CSI Technologies to Advance Disruptive Pulsed Power ApplicationsCSI Acquisition Secures Strategic Technologies Central to I-Pulse’s Pulsed Power Roadmap Co-Founder, Chairman, and CEO, Robert Friedland, and Co-Founder and Chief Technology Officer, Laurent Frescaline, of I-Pulse, the world leader in high pulsed power technologies, are pleased to announce the acquisition of CSI Technologies, Inc., the California-based manufacturer of high-energy, high-voltage capacitors serving industrial, medical, and defense applications. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260318099794/en/ The strategic acquisition enhances I-Pulse’s pulsed power development and U.S. manufacturing capabilities, particularly in mining, geothermal energy, mineral exploration, and water resource applications. By integrating CSI Technologies’ proven capacitor design and production expertise, I-Pulse str
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