Business Wire

Utopia AI Determines Amounts of Hate Speech on Different Social Platforms

Share

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

To view this piece of content from cts.businesswire.com, please give your consent at the top of this page.

Contact information

Janne Huuskonen
Director
janne.huuskonen@utopiaanalytics.com
+358 50 444 0941
utopiaanalytics.com

About Business Wire

For more than 50 years, Business Wire has been the global leader in press release distribution and regulatory disclosure.

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

Venture Global, Inc. Announces Timing of Fourth Quarter and Full Year 2024 Earnings Release and Conference Call14.2.2025 20:17:00 EET | Press release

Venture Global, Inc. (“Venture Global”)(NYSE: VG) announced today that it plans to issue its earnings release with respect to fourth quarter and full year 2024 financial results before market open on Thursday, March 6, 2025. Venture Global will host a conference call for investors and analysts beginning at 9:00 am Eastern Time (ET) on March 6, 2025, to discuss fourth quarter and full year results and provide guidance for the 2025 fiscal year. A listen-only webcast of the call and accompanying slide presentation will be available at Venture Global’s Investor Relations website HERE. After the conclusion of the webcast, a replay will be made available on the Venture Global website. About Venture Global Venture Global is a long-term, low-cost provider of U.S. LNG sourced from resource rich North American natural gas basins. Venture Global’s business includes assets across the LNG supply chain including LNG production, natural gas transport, shipping and regasification. Venture Global’s fir

Asa Gudmundsdottir Wright Award Presented as Plans for New Icelandic Academy of Science & Innovation Announced14.2.2025 18:35:00 EET | Press release

Iceland’s President, Halla Tomasdottir, presented the Asa Gudmundsdottir Wright Award at a ceremony at the presidential residence. This year’s recipients are G. Fertram Sigurjonsson, Founder and CEO of Kerecis, and Jon Atli Benediktsson, Rector of the University of Iceland. The award honors individuals who have made significant contributions to science and innovation in Iceland. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250214199674/en/ President Halla Tomasdottir and Kerecis Founder and CEO Fertram Sigurjonsson (Photo: Business Wire) During the ceremony, plans were also announced for the establishment of the Icelandic Academy of Science & Innovation, into which the award recipients will be inducted as members. The academy will provide a platform for collaboration between researchers, entrepreneurs, industry representatives, and academia. It will uphold the tradition of the Asa Fund by granting annual awards and aims to

Riskified To Report Fourth Quarter and Full-Year 2024 Financial Results on Wednesday, March 514.2.2025 18:33:00 EET | Press release

Riskified Ltd. (NYSE: RSKD), a leader in ecommerce fraud and risk intelligence, today announced it will release its fourth quarter and full-year 2024 financial results before the market opens on March 5, 2025. On that day management will host a conference call and webcast at 8:30 a.m. ET to discuss the company's business and financial results. Riskified Fourth Quarter and Full-Year 2024 Financial Results Conference Call When: Wednesday, March 5, 2025 Time: 8:30 a.m. ET Dial-in: To access the conference call via telephone, please register via this registration link and you will be provided with dial-in details. To avoid delays, we encourage participants to dial into the conference call fifteen minutes ahead of the scheduled start time. Webcast: A live and archived webcast of the conference call will be accessible from the “Events & Presentations” section of the Company’s Investor Relations website at https://ir.riskified.com/. About Riskified Riskified (NYSE:RSKD) empowers businesses to

Elon Musk Talks ‘Tech Support’ Governance as World Leaders Champion Innovation-Driven Reforms at Dubai Summit14.2.2025 17:57:00 EET | Press release

Wearing a “Tech Support”-printed T-shirt, Elon Musk virtually took to the stage on the final day of the World Governments Summit in a live discussion with H.E. Omar Sultan Al Olama, UAE Minister of State for Artificial Intelligence, Digital Economy, and Remote Work Applications, to share his vision for improving government efficiency. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250214293771/en/ Elon Musk in conversation with H.E. Omar Sultan Al Olama, UAE Minister of State for Artificial Intelligence, Digital Economy, and Remote Work Applications (Photo: Business Wire) Musk emphasized the urgency of streamlining operations, advocating for smaller, more accountable institutions to drive efficiency and economic growth. The World Governments Summit, held in Dubai from February 11-13, brought together global leaders and experts to address critical challenges in governance, healthcare, and trade in the 21st century. Now in its

AESC Ranks Fourth in 2024 Global Energy Storage Cell Shipments According to InfoLink Consulting14.2.2025 16:25:00 EET | Press release

AESC, a Japan-based global leader in high-performance battery technology, ranks among the top companies in global energy storage industry, according to the 2024 Non-China Markets’ Energy Storage Cell Shipment Ranking. The ranking by InfoLink Consulting, a leading research and consulting firm specializing in renewables and technology, covers utility-scale, commercial & industry, and residential applications. This achievement highlights AESC’s rapid expansion and continued leadership in the energy storage sector and solidifies its position as one of the top players globally, marking a significant leap into the top 4. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250214765498/en/ (Photo: Business Wire) “AESC earned its position on this list because of our market-leading energy storage technology, extensive global delivery experience, and rapid expansion of production capacity,” said AESC Group CEO Shoichi Matsumoto. “Our strat

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
World GlobeA line styled icon from Orion Icon Library.HiddenA line styled icon from Orion Icon Library.Eye