ABSTRACT
The increasing use of personal data and AI in everyday technologies has resulted in the amplification of complex and intertwined socio-technical challenges. These, often exemplified by data abuse, breaches, and exploitation, must be alleviated to support sustainable, resilient and human-centred data economies and positive global innovation. Here, we turn towards Human-Data Interaction, an interdisciplinary branch of research, inspired by HCI, that brings together diverse siloed perspectives to present three holistic response principles: data legibility, negotiability and agency. But, the emergent nature of this field calls for refinement of these theoretical tenets to help them translate into practical and tangible responses that are embedded in the technologies we create. We propose this workshop as a foundational step towards this agenda by opening these principles to the CHI community to encourage critique and dialogue about the strengths, weaknesses, value and opportunities of incorporating HDI into the design and evaluation of technology. The outcomes of this workshop, by engaging with HDI through Design, will form the basis for the next stages of research within HDI by contributing to foundational texts within academia and implementing HDI-infused systems within industry.
- Charles Arthur. 2011. Sony suffers second data breach with theft of 25m more user details. The Guardian. Retrieved July 6, 2019 from http://www.guardian.co.uk/technology/blog/2011/may/03/sony-data-breach-online-entertainment.Google Scholar
- BBC. 2013. Sony fined over “preventable” PlayStation data hack. Retrieved from http://www.bbc.co.uk/news/technology-21160818Google Scholar
- BBC. 2019. Why the BBC does not want to store your data - BBC News. BBC. Retrieved August 15, 2019 from https://www.bbc.co.uk/news/technology-48825413Google Scholar
- BBC. 2019. New Forms of Value: A BBC for the data economy. Retrieved October 12, 2020 from https://www.bbc.co.uk/rd/projects/new-forms-value-bbc-data-economyGoogle Scholar
- BBC R&D. 2017. Human Data Interaction - BBC R&D. Retrieved August 6, 2020 from https://www.bbc.co.uk/rd/projects/human-data-interactionGoogle Scholar
- Carole Cadwalladr and Emma Graham-Harrison. 2018. Revealed: 50 million Facebook profiles harvested for Cambridge Analytica in major data breach. The Guardian. Retrieved August 28, 2018 from https://www.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-electionGoogle Scholar
- UK Parliament Committees. 2020. Formal meeting (oral evidence session): Online harms and the ethics of data. Retrieved October 13, 2020 from https://committees.parliament.uk/event/2266/formal-meeting-oral-evidence-session/Google Scholar
- HDI. 2020. Human Data Interaction – A UK EPSRC Network Plus. Retrieved October 14, 2020 from https://hdi-network.org/Google Scholar
- Joseph Lindley. 2019. Gogglebox of the Future 2019 Part 2 - Reflections - YouTube. Retrieved October 14, 2020 from https://www.youtube.com/watch?v=w3zULRNLEH8Google Scholar
- Joseph Lindley, Haider Ali Akmal, Franziska Pilling, and Paul Coulton. 2020. Researching AI Legibility through Design. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, ACM, 1–13. http://doi.org/10.1145/3313831.3376792Google ScholarDigital Library
- Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek Mcauley, and Jon Crowcroft. 2014. Human-Data Interaction: The Human Face of the Data-Driven Society.Google Scholar
- Neelima Sailaja. 2020. Understanding the Challenges of Using Personal Data in Media Experiences.Google Scholar
- Neelima Sailaja, Andy Crabtree, James Colley, 2019. The Living Room of the Future. Proceedings of the 2019 ACM International Conference on Interactive Experiences for TV and Online Video, ACM, 95–107. Retrieved November 19, 2019 from https://dl.acm.org/citation.cfm?id=3323360Google ScholarDigital Library
- Neelima Sailaja, Andy Crabtree, Derek Mcauley, and Phil Stenton. 2018. Explicating the Challenges of Providing Novel Media Experiences Driven by User Personal Data. Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video, ACM.Google ScholarDigital Library
- Neelima Sailaja and Derek McAuley. 2020. Written evidence submitted by Neelima Sailaja and Prof Derek McAuley Response to the Call for evidence The future of Public Service Broadcasting Specific Response to “Looking ahead.” Retrieved October 12, 2020 from https://committees.parliament.uk/writtenevidence/7071/pdf/Google Scholar
- Neelima Sailaja, Derek Mcauley, Adrian Gradinar, Paul Coulton, and Rhianne Jones. 2020. Designing for Data Legibility, Negotiability and Agency in Personal Data Driven Media Experiences. Proceedings of the 2020 ACM International Conference on Interactive Media Experiences, ACM. Retrieved from https://www.design4data.infoGoogle Scholar
Index Terms
- Human-Data Interaction Through Design: An explorative step from theory to practice using Design as a vehicle
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