Completed Computing & AI Education & Skills

Horizon: Trusted Data-Driven Products

In plain English

AI plain-English summary

Horizon brings together over 50 researchers from computing, law, psychology, and other fields to ensure that future data-driven products—from smart appliances to digital services—are designed to be trustworthy from the start. The problem is a growing crisis of trust around how companies use personal data. Many products now blend the physical and digital: a running shoe that tracks your route, a thermostat that learns your schedule. These products are co-created by consumers who provide data, yet people increasingly distrust how that data is handled. Horizon’s research tackles this gap by embedding user-centred design and ethical considerations into the earliest stages of product innovation, rather than treating trust as an afterthought. If successful, this work could reshape how everyday goods and digital services are built and regulated. It may influence manufacturing, consumer electronics, and public-sector services by establishing new norms for co-creation, transparency, and regulatory compliance. The institute also trains 150 PhDs and works with over 200 partners, from multinationals to civil society groups, ensuring its findings reach industry and policy.

View original technical description
The Horizon institute is a multidisciplinary centre of excellence for Digital Economy (DE) research. The core mission of Horizon has been to balance the opportunities arising from the capture, analysis and use of personal data with an awareness and understanding of human and social values. The focus on personal data in a wide range of contexts has required the development of a broad set of multidisciplinary competencies allowing us to build links from foundational algorithms and system to issues of society and policy. We follow a user-centred approach, undertaking research in the wild based on principles of open innovation. Horizon now encompasses over 50 researchers, spanning Computing, Engineering, Law, Psychology, Social Sciences, Business and the Humanities. It has grown a diverse network of over 200 external partners who are involved in ongoing collaborative research and impact with Horizon, ranging from major international corporations to SMEs, from a wide variety of sectors, alongside government and civil society groups. We have also established a CDT in the third wave of funding that will eventually deliver 150 PhDs. Our critical mass of researchers, partners, students and funding has already led to over 800 peer-reviewed publications, composed of: 277 journal articles, 51 books and book chapters, and 424 conference papers, in a total of 15 different disciplines. Over the years Horizon's focus has evolved from an emphasis on the collection and understanding of personal data to consider the user-centred design and development of data-driven products. This proposal builds on our established interdisciplinary competencies to deliver research and impact to ensure that future data-driven products can be both co-created and trusted by consumers. Core to our current vision is the idea that future products will be hybrids of both the digital and the physical. Physical products are increasingly augmented with digital capabilities, from data footprints that capture their provenance to software that enables them to adapt their behaviour. Conversely, digital products are ultimately physically experienced by people in some real-world context and increasingly adapt to both. This real-world context is social; hence the data is social and often implicates groups, not just individuals. We foresee that this blending of physical and digital will drive the merging of traditional goods, services and experiences into new forms of product. We also foresee that - just as today's social media services are co-created by consumers who provide content and data - so will be these new data-driven products. At the same time, we are also witnessing a crisis of trust concerning the commercial use of personal data that threatens to undermine this vision of data-driven products. Hence, it is vitally important to build trust with consumers and operate within an increasingly complex regulatory environment from the earliest stages of innovating future products. Our user-centred approach involves external partners and the public in "research-in-the-wild", grounding our fundamental research in real world challenges. Our delivery programme combines a bottom-up approach in which researchers are given the opportunity (and provided with the skills) to follow new impact opportunities in collaboration with partners as they arise (our Agile programme), with a top-down approach that strategically coordinates how these activities are targeted at wider communities (our Campaigns programme, with successive focus on Consumables, Co-production and Welfare), and reflective processes that allow us to draw out broader conclusions for the widest possible impact (our Cross-Cutting programme). Throughout we aim to continue to develop the capacity in our researchers, the wider DE research community and more broadly within society, to engage in responsible innovation using personal data within the Digital Economy.

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Researchers

Alexa Spence (Co-Investigator)Andrew Crabtree (Co-Investigator)Andrew Smith (Co-Investigator)Boriana Koleva (Principal Investigator)Chris Greenhalgh (Co-Investigator)Chris Hollis (Co-Investigator)Christian Wagner (Co-Investigator)Derek McAuley (Co-Investigator)Ellen Townsend (Co-Investigator)Elvira Perez Vallejos (Co-Investigator)James Goulding (Co-Investigator)James Pinchin (Co-Investigator)Joel Fischer (Co-Investigator)Martin Flintham (Co-Investigator)Mercedes Torres Torres (Co-Investigator)Murray Goulden (Co-Investigator)Nicholas Watson (Co-Investigator)Sarah Martindale (Co-Investigator)Sarah Sharples (Co-Investigator)Serafim Bakalis (Co-Investigator)Simon Preston (Co-Investigator)Steve Benford (Co-Investigator)Stuart Reeves (Co-Investigator)Svenja Adolphs (Co-Investigator)Tom Rodden (Co-Investigator)

Related Research

Grants with similar aims, by meaning.

From Human Data to Personal Experience
EPSRC Centre for Doctoral Training in Horizon: Creating Our Lives in Data
ESRC Centre for Sociodigital Futures
Horizon: Digital Economy Hub at the University of Nottingham
EPSRC Centre for Doctoral Training in Enhancing Human Interactions and Collaborations with Data and Intelligence Driven Systems

Original classification

Research Grant

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