The battle against hate speech on social media is a multifaceted challenge. Defining hate, compiling messages, and deciphering irony or double meanings complicate the issue. While various projects have attempted to tackle online hate in different countries, few have persisted. Spain has recently become a significant player in researching this area, propelled by government support.
Xenometer Project: Mapping Digital Hate
Beth Lyon, a professor at Cornell University, initiated the Xenometer project following Donald Trump's first election. After years of securing funding and assembling a team that included linguists, programmers, and immigration experts, the project was launched. The Xenometer project was recently presented at an AI research conference held at the Public University of Navarra.
Over nearly eight years, Lyon's team successfully analyzed xenophobia levels in 7,000 tweets from 11 prominent U.S. accounts. Their ambitious goal now is to create a global map of digital hate. Co-author Sergio García-Magariño emphasizes the challenge, noting, “It is one thing to analyze a specific instance of hate and another to capture the overall sentiment,” adding that current findings show subtle shifts in the language used by xenophobic groups.
Understanding Prejudice in Spain
According to García-Magariño, groups that face the most prejudice in Spain include Moroccan individuals and the Roma community. Language used online about these groups has evolved to become more nuanced and sophisticated, allowing some hate speech to evade legal consequences.
Monitoring Hate Speech: Faro and Hodio
In Spain, the primary tools in the fight against hate speech are Faro and the upcoming Hodio tool, launched by the Spanish Observatory of Racism and Xenophobia (Oberaxe). Since 2024, Faro has been utilized to monitor social media platforms such as Facebook, Instagram, TikTok, and YouTube. Hodio is expected to enhance the data collected by Faro, and its initial report is anticipated to be released by mid-2024, pending final approval processes.
European Collaboration and Challenges
Faro emerged from previous European Union-funded projects focusing on racism and xenophobia, like Alreco and Real Up. Despite the EU's efforts, some projects have been limited in scope, highlighting Spain as a pioneer in the fight against online hate. Efforts from researchers at institutions like UNIR and various universities, including Valencia, Granada, and Jaén, have contributed to this growing field of study.
Key Challenges in Addressing Hate Speech
1. Limited Funding and Focus: Unlike Spain, the United States lacks legal frameworks to address hate speech effectively, which has led to less funding and focus on such research.
2. Technical Complexities: The subjective nature of hate makes it challenging for AI to classify effectively. Differences in cultural contexts further complicate this process, as words can carry different meanings across regions.
3. Platform Cooperation: Many studies rely on textual data from platforms like X (formerly Twitter), which has become increasingly difficult to access. The largest platforms prioritize video and photographic content, further complicating the analysis of written hate speech.
