Gitta Kutyniok

We have published a new Fundamental: "Industrial data ecosystems and data spaces" by Frederik M. (Frederik Möller), Ilka Jussen, Virginia Springer, Anna Gieß, Julia Schweihoff, Joshua Gelhaar, Tobias Guggenberger & Boris Otto, from Technische Universität Braunschweig, TU Dortmund University, Fraunhofer ISST, University of Sydney. https://lnkd.in/eTMr6mhc Abstract Industrial data ecosystems are inter-organizational forms of cooperation emerging around sharing data. They arise from a digital infrastructure, giving data providers and data users a platform to share and (re-)use data. Data spaces are among the digital infrastructures frequently associated with data ecosystems, as they supply a shared digital space for its participants to share data in a sovereign way. Data spaces aim to close a gap in the digital infrastructure landscape, addressing concerns of organizations when sharing data, such as data misappropriation or a lack of control of shared data. They do this by implementing data sovereignty—typically through Usage Control Policies—that give data providers the means to formalize semantically and technically how data users are allowed to use their data. In this fundamentals article, we address the following issues: (1) contextualizing and demarcating data spaces and data ecosystems, (2) systematizing data spaces in the research and policy landscape, and (3) elaborating on a research agenda for Information Systems (IS) research. #InformationSystems #DataEcosystems #DataSharing #DataSpaces

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Instructive demonstration of how to diagnose ML models with explainable AI techniques. https://lnkd.in/dqNY4sXB

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This week, the #Software for #QuantumComputing community of the German-speaking countries gathered for the Quantum Computing #Workshop of the Gesellschaft für Informatik e.V.. Many thanks to Jörg Lässig for the organization and all speakers/attendees for the great discussions!🙂 Interested in more and/or in joining the (German) #Fachgruppe #Quantencomputing? Read more here: https://fg-qc.gi.de #INFORMATIK24

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Congrats to Heiner Kirchhoffer for his excellent work as editor of the Neural Network Coding (NNC) standard aka ISO/IEC 15938-17. If you are curious to know what is new in edition 2 of NNC and what’s the use of it, please check out our most recently published journal paper at https://lnkd.in/d4XsSXa2

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After getting some sleep, I would like to add a few thoughts.... First of all, many thanks and kudos for Hendrik Baier, Mark Keane, Sarath Sreedharan and Silvia Tulli for organizing the XAI for SDM Schloss Dagstuhl – Leibniz-Zentrum für Informatik (LZI) seminar! The location was inspiring, the people were open-minded and the schedule took care that we converge on time (up to the minute 😉 ). This experience strengthens the effort to mature the research field of Explainable AI for Sequential Decision Making by building a community across domains, levels of expertise, and continents. The unique characteristics of temporal interactions between AI algorithms and human users and possibly other intelligent agents make this XAI domain, in my opinion, exciting and impactful for society. Looking forward to seeing how the topics raised will develop and am enthusiastic to see how collaborations will evolve. Last, but not least, thanks to Christina Schwarz for taking care of all administrative details (big and small). #XAI #human-AI interactions #AI #Explainable AI

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