The amount of data that is generated and uploaded on the Internet is increasing exponentially. This makes manual moderation unfeasible: humans are unable to control all the information that is published on online platforms. In this work, we analyze the available technologies for automating the moderation of content in social networks, blogs, and other platforms that allow users to publish and exchange data. We discuss the role of automation in moderation, focusing on automated filters meant to exclude or classify user-generated materials. We will examine the significance of filtering techniques for the purpose of maintaining safe digital environments, where infringement of rights is prevented and mitigated, while users can freely express their opinion and exercise their rights. We shall conclude this work by analyzing the present normative framework at the European level. We will argue in favor of a normative system that encourages the adoption of automatic techniques for filtering but at the same time, we suggest that the limitations of the technology and the possibilities of abuses should be taken into account. These arguments suggest an approach where providers are required to adopt effective state-of-the-art technologies but are not made liable for every failure of these technologies.
Artificial Intelligence and the moderation of digital platforms
Loreggia A.
;
2022-01-01
Abstract
The amount of data that is generated and uploaded on the Internet is increasing exponentially. This makes manual moderation unfeasible: humans are unable to control all the information that is published on online platforms. In this work, we analyze the available technologies for automating the moderation of content in social networks, blogs, and other platforms that allow users to publish and exchange data. We discuss the role of automation in moderation, focusing on automated filters meant to exclude or classify user-generated materials. We will examine the significance of filtering techniques for the purpose of maintaining safe digital environments, where infringement of rights is prevented and mitigated, while users can freely express their opinion and exercise their rights. We shall conclude this work by analyzing the present normative framework at the European level. We will argue in favor of a normative system that encourages the adoption of automatic techniques for filtering but at the same time, we suggest that the limitations of the technology and the possibilities of abuses should be taken into account. These arguments suggest an approach where providers are required to adopt effective state-of-the-art technologies but are not made liable for every failure of these technologies.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
