A rebuttal to a blog post of Anne Schuth, I which I argue that RDF will earn its place in real neurosymbolic systems. Its best argument is eventual interoperability across organizations.
Linked Data is a Political Agenda
Better Deal for Data - Practical Data Governance for the Social Sector
Better Deal for Data - practical data governance for the social sector.
Can data collectives help strengthen vulnerable cultures in the face of AI?
"Data collectives and cooperatives, which let creators control the collection and distribution of their data, are emerging as preferred alternatives to big tech companies."
Data Feminism
Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to d...
A Polycentric Governance Lens on Data Infrastructures
Funding policies for data infrastructure promote open data sharing to drive positive social impact. However, concerns regarding the long-term management of data within and across distributed infrastructures can hinder data sharing. We draw upon the concept of polycentric governance to demonstrate how collaborative practices of data curation, in preparing and maintaining data for (future) sharing, provide a solid foundation for understanding data governance within data infrastructures. Based on a qualitative case study of a distributed ecological network, we investigate the conditions under which data are managed as a shared resource by local actors to ensure the long-term (re)usability of data. We contribute to CSCW by conceptualising data curation as a complex form of governance practice with multiple centres of decision-making, each of which operates with some degree of autonomy in data infrastructures. A polycentric governance lens on data infrastructures advances the CSCW conception of data curation as a collective governance practice that can cultivate a data democracy culture within and across organisations, empower individuals to be accountable for their data, and foster a mindset shift toward decentralised data governance.
Designing a multi-sided data platform: findings from the International Data Spaces case
The paper presents the findings from a 3-year single-case study conducted in connection with the International Data Spaces (IDS) initiative. The IDS represents a multi-sided platform (MSP) for secure and trusted data exchange, which is governed by an institutionalized alliance of different stakeholder organizations. The paper delivers insights gained during the early stages of the platform’s lifecycle (i.e. the platform design process). More specifically, it provides answers to three research questions, namely how alliance-driven MSPs come into existence and evolve, how different stakeholder groups use certain governance mechanisms during the platform design process, and how this process is influenced by regulatory instruments. By contrasting the case of an alliance-driven MSP with the more common approach of the keystone-driven MSP, the results of the case study suggest that different evolutionary paths can be pursued during the early stages of an MSP’s lifecycle. Furthermore, the IDS initiative considers trust and data sovereignty more relevant regulatory instruments compared to pricing, for example. Finally, the study advances the body of scientific knowledge with regard to data being a boundary resource on MSPs.
MyData
The human-centric approach to data is aimed at a fair, sustainable, and prosperous digital society. In such a society, people get value from their data and set the agenda on how it is used. And for organisations, the ethical use of data is always the most attractive option.
A Data Utopia for Science-of-Science
Here I want to briefly sketch out a vision for how to solve a key set of problems facing science-of-science researchers, using the relatively new idea of a ‘data trust.’ In my ideal wor…
National Data Platform Receives NSF Category I Award to Expand AI-Ready Data Infrastructure for U.S.
UC San Diego researchers will lead a collaborative project to expand a national platform connecting data, computing and AI resources to empower nationwide researchers and educators.
DataColada: No Comments - Replicability-Index
Science is like an iceberg. The published record is only a fraction of the things that university -paid academics do. Some time ago, Brian Nosek dreamed about a scientific utopia of open science that would make the workings of academia more transparent, but all we got was preprints and some badges - that are apparently DataColada: Open Science, but Closed Comments?
Resilient Data Futures — Discourse Graph
A living, content-addressed, contributable form of the SciOS Resilient Data Futures whitepaper.
Resilient Data Futures — Discourse Graph
A living, content-addressed, contributable form of the SciOS Resilient Data Futures whitepaper.
Resilient Data Futures — Discourse Graph
A living, content-addressed, contributable form of the SciOS Resilient Data Futures whitepaper.
Resilient Data Futures — Discourse Graph
A living, content-addressed, contributable form of the SciOS Resilient Data Futures whitepaper.
Resilient Data Futures — Discourse Graph
A living, content-addressed, contributable form of the SciOS Resilient Data Futures whitepaper.
This approach to a data commons could extend to so many typically shared things. For businesses to easily and authoritatively publish things like open hours or product catalogs, discographies, every kind of -ography... creative appmakers could do so much with all that
JB Hutch
Testing an idea that I've had for a while, but I think is even better suited for atproto Internet, meet plts.at
