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Fundamentals of Design Competence for Our Digital Future

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

School 3 organised + online resources (opens in new window)

Summer/Winter School 3: Decentralised interactions (TU Delft, M22)● 3 days content modules (building on courses particularly at TU Delft and UMU, with additional input of UEDIN, Philips and other non-academic partners)● 1 day structured exchange between groups of individual PhDs: draft first paper, first ‘research through design’ artefacts, outline next papers and/or design experiments (facilitated by all academic partners)● 1 day exchange between prototeams (unconference format): identifying challenges (facilitated by both academic and non-academic partners)

Final conference and exhibition organised (opens in new window)

Final conference and exhibition: Overall integration and exchange (HvA, M48)● 1 day external dissemination and outreach event with public exhibition of cases and prototypes (facilitated by industry and societal partners, in collaboration with all academic partners)● 1 day internal interactive sessions leading to overall conclusions of D-CoDE: key insights and next steps, including the outline for an edited book (facilitated by all academic partners)

School 6 organised + online resources (opens in new window)

Summer/Winter School 6: Sustainable and responsible design practices (UCPH, M40)● 3 days content modules (building on courses particularly at UCPH and UMU, with additional input of HvA and non-academic partners)● 2 day structured exchange between groups of individual PhDs: identify and discuss themes and items for final exhibition, including a curated collection of leaflets/booklets with key project outcomes (facilitated by all academic partners)

School 2 organised + online resources (opens in new window)

Summer/Winter School 2: Anticipation, design and evaluation of machine behaviour (AU, M16)● 3 days content modules (building on courses particularly at TTI and TU Delft, with additional input of AU and non-academic partners)● 1 day structured exchange between groups of individual PhDs: literature review and exploratory design activities (facilitated by all academic partners)● 1 day prototeams kick off (speed dating and design sprint), first rotation (facilitated by non-academic partners)

School 5 organised + online resources (opens in new window)

Summer/Winter School 5: Governance of data exchange (UMU, M34)● 3 days content modules (building on courses particularly at UMU and UCPH, with additional input of UEDIN and non-academic partners)● 1 day structured exchange between groups of individual PhDs: drafts, design experiments and outlines of papers for their respective theses (facilitated by all academic partners)● 1 day exchange between prototeams (unconference format): consolidating learnings (facilitated by both academic and non-academic partners)

School 4 organised + online resources (opens in new window)

Summer/Winter School 4: Data-driven value capture and co-creation (UEDIN, M28)● 3 days content modules (building on courses particularly at EUDIN and UCPH, with additional input of UMU, Philips and other non-academic partners)● 1 day structured exchange between groups of individual PhDs: drafts, design experiments and outlines of papers for their respective theses (facilitated by all academic partners)● 1 day prototeams kick off (speed dating and design sprint), second rotation (facilitated by non-academic partners)

School 1 (kick-off) organised + online resources (opens in new window)

Summer/Winter School 1: Introduction (Tu Delft, M10)● 1 day general introduction to D-CoDE and its ethos, including community building activities (TU Delft)● 2 days introductions into the 5 research perspectives by leaders WP1, WP2, WP3, WP4 and WP5● 1 day introductions to basic research and transferable skills that are key to D-CoDE● 1 day structured exchange between groups of PhDs about research plan, methodology, ethical issues etc. (facilitated by all academic participants)

Publications

Trust in Clinical AI: Expanding the Unit of Analysis (opens in new window)

Author(s): Jacob T. Browne, Saskia Bakker, Bin Yu, Peter Lloyd, Somaya Ben Allouch
Published in: HHAI 2022, Issue 354, 2022, Page(s) 96-113
Publisher: IOS Press Ebook
DOI: 10.3233/faia220192

The Social Life of Algorithmic Values: Examining the Impact of Value-Based Frameworks in Everyday Life (opens in new window)

Author(s): Ignacio Garnham, Rachel Smith
Published in: Linköping Electronic Conference Proceedings, 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, June 10-11, 2024, Jönköping, Sweden, Issue 208, 2024, Page(s) 101-111
Publisher: Linköping University Electronic Press
DOI: 10.3384/ecp208012

"Sensing Care Through Design: A Speculative Role-play Approach to ""Living with"" Sensor-supported Care Networks" (opens in new window)

Author(s): Sonja Rattay, Robert Collins, Aditi Surana, Youngsil Lee, Yuxi Liu, Andrea Mauri, Lachlan D Urquhart, John Vines, Cara Wilson, Larissa Pschetz, Marco C. Rozendaal, Irina Shklovski
Published in: Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2024, Page(s) 1660-1675
Publisher: ACM
DOI: 10.1145/3563657.3596066

Utopian visions or cautionary tales? Drifting through New Babylon in search of future living (opens in new window)

Author(s): Yuxi Liu, Johan Redström
Published in: Proceedings of DRS, DRS2024: Boston, 2025
Publisher: Design Research Society
DOI: 10.21606/drs.2024.850

Investigating materiality for a renewed focus on data practice through design (opens in new window)

Author(s): Lee, Youngsil; Pschetz, Larissa; Speed, Chris
Published in: Investigating Materiality for a Renewed Focus on Data Design Practice, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.350

Pheno-data: knowledge from tomatoes' becoming with different ecological worlds (opens in new window)

Author(s): Youngsil Lee, Chris Speed, Larissa Pschetz
Published in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024, Page(s) 1-9
Publisher: ACM
DOI: 10.1145/3613905.3644050

Moral Stress in Technical Practice: The Affective Experience of Ethics Tools (opens in new window)

Author(s): Sonja Rattay, Ville Vakkuri, Marco C. Rozendaal, Irina Shklovski
Published in: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, 2024, Page(s) 1-5
Publisher: ACM
DOI: 10.1145/3677045.3685440

The Contestation Café

Author(s): Collins, Robert; Redström, Johan
Published in: Nordic Human-Computer Interaction Conference, Issue 15, 2022
Publisher: ACM

Context-Aware Personalized Route Recommendations for Bicycle Users Using Large-Scale Mobility Data (opens in new window)

Author(s): Francesco Maria Turno, Aleksejs Vesjolijs, Jelena Kijonoka, Irina Yatskiv Jackiva
Published in: 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), 2024, Page(s) 449-454
Publisher: IEEE
DOI: 10.1109/compsac61105.2024.00068

Un-working Data: Seeking Routes to reconceive data as a concept and as a practice (opens in new window)

Author(s): Avlona, Natalia; Shklovski, Irina
Published in: CHI 2022 Workshop on Investigating Data Work Across Domains: New Perspectives on the Work of Creating Data, 2022
Publisher: DCODE
DOI: 10.5281/zenodo.7220829

Situating Imaginaries of Ethics in / of / through Design (opens in new window)

Author(s): Sonja Rattay, Marco C. Rozendaal, Irina Shklovski
Published in: Proceedings of DRS, DRS2024: Boston, 2025
Publisher: Design Research Society
DOI: 10.21606/drs.2024.803

The Contestation Café: A Manifesto for Contestation - Prototyping an agonistic place (opens in new window)

Author(s): Robert Collins, Johan Redström
Published in: NordiCHI '22, Issue 77, 2022
Publisher: ACM
DOI: 10.1145/3546155.3547290

A Manifesto for Other-Than-Human Imaginaries of Data (DIS) (opens in new window)

Author(s): Carlos Guerrero Millan, Sonja Rattay, Youngsil Lee
Published in: Designing Interactive Systems Conference, 2024, Page(s) 253-256
Publisher: ACM
DOI: 10.1145/3656156.3663709

AI and the Conditions of Design: Towards A New Set of Design Ideals (opens in new window)

Author(s): Elisa Giaccardi, Chris Speed, Johan Redström, Somaya Ben Allouch, Irina Shklovski, Rachel C. Smith
Published in: DRS 2022: Bilbao, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.1078

Mutant in the Mirror: Queer Becomings with AI (opens in new window)

Author(s): Grace Turtle
Published in: DRS 2022: Bilbao, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.782

Prototyping Ethics-As-Practice: A Framework For Designing Data-Driven Product Service Systems (opens in new window)

Author(s): Sonja Rattay
Published in: Designing Interactive Systems Conference, 2023, Page(s) 22-26
Publisher: ACM
DOI: 10.1145/3563703.3593060

Unworking data: Seeking routes to reconceive data as a concept and practice in policy and design (opens in new window)

Author(s): Avlona, Natalia
Published in: CSCW 2022 Summer School, 2022
Publisher: DCODE
DOI: 10.5281/zenodo.7220331

Rethinking 'Terms of Service' through programmatic time travel (opens in new window)

Author(s): Seda Özçetin, Johan Redström
Published in: Proceedings of DRS, DRS2024: Boston, 2025
Publisher: Design Research Society
DOI: 10.21606/drs.2024.838

Extended, Distributed, and Predictive: Sketches of a Generative Theory of Interaction for HCI (opens in new window)

Author(s): Jacob T. Browne, Ignacio Garnham
Published in: HCII 2022, Issue 1654, 2022, Page(s) 17-24, ISBN 978-3-031-19678-2
Publisher: Springer
DOI: 10.1007/978-3-031-19679-9_3

Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI (opens in new window)

Author(s): Hubert Dariusz Zając, Natalia Rozalia Avlona, Finn Kensing, Tariq Osman Andersen, Irina Shklovski
Published in: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2025, Page(s) 351-362
Publisher: ACM
DOI: 10.1145/3600211.3604766

Towards a Framework for Trust in Clinical AI: Expanding the Unit of Analysis (opens in new window)

Author(s): Jacob T. Browne; Saskia Bakker; Bin Yu; Jeroen Raijmakers; Jon Pluyter; Nick Ruijs; Eva Deckers
Published in: CHI 2022 Workshop on Trust and Reliance in AI-Human Teams (TRAIT), 2022
Publisher: ACM
DOI: 10.5281/zenodo.7217963

Towards a radical politics of care lens: Enacting materialities of care work (opens in new window)

Author(s): Avlona, Natalia; Shklovski, Irina
Published in: CSCW 2021 Workshop on Future of Care Work, 2021
Publisher: DCODE
DOI: 10.5281/zenodo.7220432

Cosmovision Of Data: An Indigenous Approach to Technologies for Self-Determination (opens in new window)

Author(s): Carlos Guerrero Millan, Bettina Nissen, Larissa Pschetz
Published in: Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024, Page(s) 1-13
Publisher: ACM
DOI: 10.1145/3613904.3642598

Practising Appropriate Trust in Human-Centred AI Design (opens in new window)

Author(s): Chadha Degachi, Siddharth Mehrotra, Mireia Yurrita, Evangelos Niforatos, Myrthe Lotte Tielman
Published in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024, Page(s) 1-8
Publisher: ACM
DOI: 10.1145/3613905.3650825

Sensing in the wild: A DCODE DRS Lab exploring a more-than-human approach to distributed urban sensing (opens in new window)

Author(s): Grace Turtle, Carlos Guerrero Millan, Seda Özçetin, Mugdha Patil, Roy Bendor
Published in: Proceedings of DRS, DRS2022: Bilbao, 2024
Publisher: Design Research Society
DOI: 10.21606/drs.2022.912

Human-Algorithm Relationships: Moving Beyond the Interaction as a Site of Empirical Research (opens in new window)

Author(s): Ignacio Garnham
Published in: Designing Interactive Systems Conference, 2024, Page(s) 74-78
Publisher: ACM
DOI: 10.1145/3656156.3663715

AI as Moral Device – A reflection on roles and distance (opens in new window)

Author(s): Sonja Rattay
Published in: CHI 2023 Workshop on Moral Agents for Sustainable Transitions, 2023
Publisher: DCODE
DOI: 10.5281/zenodo.7706221

From Critique to Action in Design Practice (opens in new window)

Author(s): Sonja Rattay, Irina Shklovski
Published in: "CHI 2022 Workshop on ""There is no justice, just us""", 2022
Publisher: DCODE
DOI: 10.5281/zenodo.7225326

The Future of Money As A Design Material (opens in new window)

Author(s): Chris Speed, Jonathan Rankin, Chris Elsden, John Vines
Published in: DRS 2022: Bilbao, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.785

Towards a multi-stakeholder value-based assessment framework for algorithmic systems (opens in new window)

Author(s): Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon
Published in: FAccT '22, 2022
Publisher: ACM
DOI: 10.1145/3531146.3533118

Prototyping tensions: How to talk to your colleagues about AI (opens in new window)

Author(s): Sonja Rattay, Mireia Yurrita, Ignacio Garnham, Jacob T. Browne
Published in: DRS 2022: Bilbao, 2022
Publisher: Design Research Society
DOI: 10.21606/drs.2022.909

Living Data Systems: Co-Designing Community-Based Methods And Local Technologies For Inclusive Socioeconomic Alternatives  (opens in new window)

Author(s): Carlos Guerrero Millan
Published in: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2024, Page(s) 1-5
Publisher: ACM
DOI: 10.1145/3544549.3577053

Destabilizing the quotidian: Urban recipes for cultivating care in the more-than-human city (opens in new window)

Author(s): Yuxi Liu, Seda Özçetin
Published in: Nordic Design Research Conference, Nordes 2023: This Space Left Intentionally Blank, 2024
Publisher: Design Research Society
DOI: 10.21606/nordes.2023.65

Matters of Data Care: From data-centric to domain-centric patient-centrism in the Health Tech Sector (opens in new window)

Author(s): Natalia Avlona, Irina Shklovski
Published in: 2023
Publisher: European Society for Socially Embedded Technologies (EUSSET)
DOI: 10.48340/ecscw2023_ep12

Acts of interfacing in an entangled life (opens in new window)

Author(s): Yuxi Liu, Elisa Giaccardi, Johan Redström, Dave Murray-Rust
Published in: Proceedings of DRS, DRS2024: Boston, 2025
Publisher: Design Research Society
DOI: 10.21606/drs.2024.779

Data of/by/for the People: Designing Participatory Approaches to Data Governance (opens in new window)

Author(s): Harriet Simms, Aditi Surana, Carlos Guerrero Millan, Natalia-Rozalia Avlona, SJ Bennett, Ewa Luger, Bettina Nissen
Published in: Designing Interactive Systems Conference, 2024, Page(s) 405-408
Publisher: ACM
DOI: 10.1145/3656156.3658402

Ecological data for manifesting the entanglement of more-than-human livingness (opens in new window)

Author(s): Youngsil Lee, Larissa Pschetz, Mary Karyda, Oscar Tomico, Danielle Wilde, Tau Ulv Lenskjold, Rachel Clarke, Sara Heitlinger, Ann Light, Bettina Nissen
Published in: Designing Interactive Systems Conference, 2024, Page(s) 377-380
Publisher: ACM
DOI: 10.1145/3656156.3658388

Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability (opens in new window)

Author(s): Mireia Yurrita, Tim Draws, Agathe Balayn, Dave Murray-Rust, Nava Tintarev, Alessandro Bozzon
Published in: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2024, Page(s) 1-21
Publisher: ACM
DOI: 10.1145/3544548.3581161

“☑ Fairness Toolkits, A Checkbox Culture?” On the Factors that Fragment Developer Practices in Handling Algorithmic Harms (opens in new window)

Author(s): Agathe Balayn, Mireia Yurrita, Jie Yang, Ujwal Gadiraju
Published in: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2025, Page(s) 482-495
Publisher: ACM
DOI: 10.1145/3600211.3604674

MOBILITY-AS-A-SERVICE: LITERATURE AND TOOLS REVIEW WITH A FOCUS ON PERSONALIZATION (opens in new window)

Author(s): Francesco Maria Turno, Irina Yatskiv Jackiva
Published in: Transport, Issue 38, 2024, Page(s) 243-262, ISSN 1648-4142
Publisher: Vilnius Gediminas Technical University
DOI: 10.3846/transport.2023.20997

Torquing patients into data: enactments of care about, for and through medical data in algorithmic systems (opens in new window)

Author(s): Natalia-Rozalia Avlona, Irina Shklovski
Published in: Information, Communication & Society, Issue 27, 2024, Page(s) 735-757, ISSN 1369-118X
Publisher: Routledge
DOI: 10.1080/1369118x.2024.2320922

The Right to Contestation: Towards Repairing Our Interactions with Algorithmic Decision Systems (opens in new window)

Author(s): Robert Collins, Johan Redström, Marco Rozendaal
Published in: International Journal of Design, 2024, ISSN 1994-036X
Publisher: International Journal of Design
DOI: 10.57698/v18i1.06

In conversation with ghosts: towards a hauntological approach to decolonial design for/with AI practices (opens in new window)

Author(s): Mugdha Patil, Nazli Cila, Johan Redström, Elisa Giaccardi
Published in: CoDesign, Issue 20, 2024, Page(s) 55-76, ISSN 1571-0882
Publisher: Taylor and Francis Inc.
DOI: 10.1080/15710882.2024.2320269

Pheno-data: using tomatoes to rethink data and data practice for ecological worlds (opens in new window)

Author(s): Youngsil Lee, Chris Speed, Larissa Pschetz
Published in: Human–Computer Interaction, Issue 40, 2025, Page(s) 249-271, ISSN 0737-0024
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/07370024.2023.2300779

Terms of entanglement: a posthumanist reading of Terms of Service (opens in new window)

Author(s): Seda Özçetin, Heather Wiltse
Published in: Human–Computer Interaction, Issue 40, 2025, Page(s) 171-194, ISSN 0737-0024
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/07370024.2023.2281928

Graph-Based Approach for Personalized Travel Recommendations (opens in new window)

Author(s): Francesco Maria Turno, Irina Yatskiv Jackiva
Published in: Transport and Telecommunication Journal, Issue 24, 2024, Page(s) 423-433, ISSN 1407-6179
Publisher: Sciendo
DOI: 10.2478/ttj-2023-0033

The Social Life of Algorithms: Tracing Notions of Algorithms Beyond Human-Algorithm Interactions (opens in new window)

Author(s): Ignacio Garnham, Rachel C. Smith
Published in: Lecture Notes in Computer Science, HCI International 2023 – Late Breaking Papers, 2023, Page(s) 273-289
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-48044-7_20

Literature Review and Evaluation of Personalized Routing Methodologies for Improving Mobility of Especially Vulnerable Road Users (opens in new window)

Author(s): Francesco Maria Turno, Irina Yatskiv
Published in: Lecture Notes in Intelligent Transportation and Infrastructure, TRANSBALTICA XV: Transportation Science and Technology, 2025, Page(s) 352-366
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-85390-6_34

Editorial: AI and the Conditions of Design: Towards A New Set of Design Ideals

Author(s): Giaccardi, Elisa; Speed, Chris; Redström, Johan; Ben Allouch, Somaya; Shklovski, Irina; Smith, Rachel Charlotte
Published in: Giaccardi , E , Speed , C , Redström , J , Ben Allouch , S , Shklovski , I & Smith , R C 2022 , Editorial: AI and the Conditions of Design: Towards A New Set of Design Ideals . in D Lockton , S Lenzi , P Hekkert , A Oak , J Sádaba & P Lloyd (eds) , DRS Conference Proceedings . 2022: Bilbao . Design Research Society (DRS) . https://doi.org/10.21606/drs.2022.1078, Issue 7, 2022
Publisher: Design Research Society

A.I. Robustness: A Human-Centered Perspective on Technological Challenges and Opportunities (opens in new window)

Author(s): Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, Jie Yang
Published in: arXiv, Issue 2210.08906, 2023
Publisher: Cornell University
DOI: 10.48550/arxiv.2210.08906

The Contestation Manifesto (opens in new window)

Author(s): Robert Collins, Johan Redström
Published in: 2022
Publisher: DCODE
DOI: 10.5281/zenodo.7260722

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