EUNOMIA progresses beyond the state of the art across several dimensions. As a complete offering, it is the first information trustworthiness technical solution that adopts a fully decentralised architecture. The primary benefit of this is that it contributes against the accumulation of power to any intermediary and further strengthens the users’ privacy protection. It is also the first toolkit that empowers the user to take control of the misinformation challenge by being provided with information that is otherwise unavailable to them, as well as a means to express their assessment of a post's trustworthiness thus protecting their network too.
EUNOMIA progresses the identification of social media information cascades beyond the state of the art that is based only on the posts that have been directly re-shared. Instead, it dynamically detects cascades based on the natural textual and paraphrase similarity of posts. This allows to identify posts that have modified the original information's content. Regarding subjectivity analysis, paraphrase identification and sentence embeddings, we have fine-tuned transformer-based natural language understanding models to surpass the performance of baseline deep learning. Uniquely, the integrity of the fully decentralized P2P architecture is protected by an additional blockchain infrastructure.
Its personalised digital nudging is also the first of its kind, whereby different users can set their own preferences as to when and how often to be digitally nudged to pay more attention to a post in relation to its trustworthiness.
The EUNOMIA information cascade was extended by being the first to include image similarity into the information cascade mechanism. We also progressed beyond state of the art on the decentralized storage with a cryptographically enforced decentralized access control mechanism on top of IPFS.
Beyond the technical progress described, the focus was on integration and community building, pilots, dissemination, innovation and exploitation activities. EUNOMIA was deployed in 7 instances and tested in pilots with a total of 697 users. Its integration was extended to the real environment of the largest social journalism platform, Blasting News, including all its English-speaking channels.
As intended from the beginning, its source code was published online. Importantly, EUNOMIA instances can be federated with non-EUNOMIA instances ensuring that their tools can only access data from EUNOMIA instances.
Its dissemination highlights include 1,226 social media posts and 1,099 followers across 6 platforms, as well as several webinars, infographics, cartoons and 13 videos produced, in addition to scientific publications and special issues/sessions in the flagship IEEE journal IT Professional, ACM CHI and IEEE Globecom.
In terms of impact, EUNOMIA is aiming at: Increased trust and value for Social Media and Media; Promoting open, decentralized and federated Social Media platforms; Contributing towards citizen participation; Contributing towards media literacy through information hygiene; Contributing towards trust and credibility within European society.