Deliverables Documents, reports (48) Report on standardization activities This report will present our recommendations about standardisation especially in the field of our use cases It will also include our exchanges with standardization bodies during our 2 workshops along the project Smart Contracts This deliverable will provide the results from T32 namely the necessary concepts for making use of smart contracts at the technical level within the TRUSTS European Data Market and the overview of relevant legal frameworks and respective legal challenges Data Marketplaces with Interoperability Solution I The first version of a series of three deliverables (D3.4, D3.5, D3.6) will summarize the integration requirements as well as guidelines for both the TRUSTS Platform to interact with existing platforms, the EOSC, and for future platforms to integrate with TRUSTS. Legal and Ethical Requirements This deliverable will provide an analysis of the legal and ethical frameworks and challenges relevant to the project in order to derive project-specific legal and ethical requirements. Innovation Impact Assurance II Continuous interactions with all work packages and tasks Regular checkpoints coordinated with project management Communities engagement strategy This report describes our strategy to widen the community around the platform and how to attract new stakeholders during the project and beyond its life time. It includes the presentation of a set of KPIs supporting the stakeholders acquisition process. Report on the implementation of deep learning algorithms on distributed frameworks This report will showcase the usage of computeintense neural networks over several nodes under the TRUSTS platform This deliverable is related to T44 Platform Status Report II The deliverables report on the current state of the platform regarding its functionality and operational parameters eg number of integrated datasets transactions detected events error rates While platform releases are happening continuously following the DevOps principles these reports act as snapshot documentation of the platform Sustainable business model for TRUSTS data marketplace II Report describing the designed business model to sustain TRUSTS after the project end It will focus on the designed business models and on the validated and selected business models Annual Dissemination Report II The annual dissemination report collects analyses and reviews the dissemination activities undertaken by the consortium and gives feedback to the consortium partners to coordinate and structure the dissemination of the project as a whole Data Governance, TRUSTS Knowledge Graph I The deliverable contains the definition and specification of the Semantic layer, its utilized taxonomies, ontologies and metadata schemas. In addition, it elaborates on how the semantic layer supports the functionality of the TRUSTS platform. Pilot planning and operational management reports II The deliverable contains the implementation and testing plan for the pilots updated at the end of each demonstration phase period Data Marketplaces with Interoperability Solution III The third version of a series of three deliverables D34 D35 D36 will summarize the integration requirements as well as guidelines for both the TRUSTS Platform to interact with existing platforms the EOSC and for future platforms to integrate with TRUSTS Legal and Policy Recommendations This deliverable will develop recommendations for relevant stakeholders and policy makers based on the identified legal gaps identified and lessons learned Accomplished training and capacity building programme TRUSTS training programme to foster data science related skills for capacity building in Europes data economy has been successfully realised Platform Status Report III The deliverables report on the current state of the platform regarding its functionality and operational parameters eg number of integrated datasets transactions detected events error rates While platform releases are happening continuously following the DevOps principles these reports act as snapshot documentation of the platformBy M36 a preliminary version providing detailed information on the current status quo of the platform as well as an outlook on additional updates of the report to follow in M38 will be submitted In M38 a finalised version of D311 fully integrating essential insights of WP5 most importantly the lessons learned of D511 will be provided Legal and Ethical Assessment This deliverable will assess the legal and ethical considerations generated through the course of the project and especially through the integration of the requirements identified in D62 Legal and Ethical Requirements Concept for training and capacity building programme Concept for TRUSTS training programme in place to foster data (science) related skills for capacity building in Europe’s data economy. Industry specific requirements analysis, definition of the vertical E2E data marketplace functionality and use cases definition I Interim version of reports containing the detailed analysis of the requirements for a commercial financial and operators’ industry vertical data marketplace platform and the use cases definition including the target KPIs that would set the benchmarking for the actual measurements. Business plan and Implementation action plan I This document describes the strategy of the consortium to transform the platform into a sustainable ecosystem and the TRUSTS business plan (business target, services, pricing, costs, remuneration of partners, etc.). Dissemination and communication Strategy, design guide, materials and communication channels This deliverable will revisit and update the communication plan and strategy, and establish impact measurement instruments and strategies. It will also comprise a solid design guide depicting the branding and visual language the project will use. In line with this, the main PR materials are produced and the first iteration of the main project website and social media channels is established. Business plan and Implementation action plan II This document is the updated version of D77 and it describes the strategy of the consortium to transform the platform into a sustainable ecosystem and the TRUSTS business plan business target services pricing costs remuneration of partners etc Sustainable business model for TRUSTS data marketplace I Report describing the designed business model to sustain TRUSTS after the project end. It will focus on the taxonomy for data marketplace business models. Annual Public Report III Report on the projects progress targeting the general public The report will focus on the impact of the conducted work Data Governance, TRUSTS Knowledge Graph II The deliverable contains the definition and specification of the Semantic layer its utilized taxonomies ontologies and metadata schemas In addition it elaborates on how the semantic layer supports the functionality of the TRUSTS platform D38 is a revised and updated version of D37 covering the final state of semantic technologies in TRUSTS including all related software components Pilot planning and operational management reports III The deliverable contains the implementation and testing plan for the pilots updated at the end of each demonstration phase period Performance evaluation and lessons learned report II Second report per demonstration phase containing a critical evaluation and findings from the pilots lessons learned the degree the KPIs have been met and suggestions for improvements Pilot planning and operational management reports I The deliverable contains the implementation and testing plan for the pilots, updated at the end of each demonstration phase period. Architecture design and technical specifications document I First version of the periodically updated report on the TRUSTS platform specification that is based on the results communicated in D2.1 and D2.2 and D2.3. The document describes the architectural decisions taken and their rationale. Furthermore, D2.6 will in addition report on the application of the testing and benchmarking framework provided by T2.3. Annual Public Report II Report on the projects progress targeting the general public The report will focus on the impact of the conducted work Supporting mechanisms for Intellectual Property Rights Protection and Data Stewardship I For D7.4 and D7.5 we will conduct 3 workshops with stakeholders of the Data Market Austria (data owners / providers, data users / buyers, data aggregators / resellers) on their practical challenges and perspectives regards IPR protection and Data Stewardship. A report will be drafted, outlining related (1) legal requirements to be embedded in the platform's terms of use, (2) defined mechanisms to report suspected IP infringement, (3) proposed onboarding IPR protection information and education requirements for TRUSTS user groups, (4) proposed Data Stewardship support services for different (potential) data provider groups to optimize eased attraction and onboarding of (SME) data providers. Data Marketplaces with Interoperability Solution II The second version of a series of three deliverables D34 D35 D36 will summarize the integration requirements as well as guidelines for both the TRUSTS Platform to interact with existing platforms the EOSC and for future platforms to integrate with TRUSTS TRUSTS Infrastructure II The second and updated version of D3.1 consists of documents that provide an overview on the services of the infrastructure and guidelines how to use it in the TRUSTS context. The infrastructure will be continuously improved with updated report in M12. TRUSTS Infrastructure I The first version of this deliverable consists of documents that provide an overview on the services of the infrastructure and guidelines how to use it in the TRUSTS context. This version will be available in M3 so that development can use the most crucial services as soon as possible. The infrastructure will be continuously improved with updated report in M12. Industry specific requirements analysis, definition of the vertical E2E data marketplace functionality and use cases definition II Second version of the two reports containing the detailed analysis of therequirements for a commercial financial and operators industry vertical data marketplace platform and the use cases definition including the target KPIs that would set the benchmarking for the actual measurements Methodologies for the technological/business validation of use case results I First version of the two reports defining the methodologies for the technological and business validation of the TRUSTS platform within and across each vertical use case. They also include the definition of test reports format and benchmarking for the validation of the KPIs. Annual Public Report I Report on the project’s progress, targeting the general public. The report will focus on the impact of the conducted work Performance evaluation and lessons learned report I First report per demonstration phase containing a critical evaluation and findings from the pilots lessons learned the degree the KPIs have been met and suggestions for improvements Annual Dissemination Report I The annual dissemination report collects, analyses and reviews the dissemination activities undertaken by the consortium and gives feedback to the consortium partners to coordinate and structure the dissemination of the project as a whole. Final Dissemination Report The final dissemination report collects analyses and reviews the dissemination activities undertaken by the consortium as a whole Technical & Quality Assurance & Risk Assessment Plan The plan will incorporate details on the quality assurance processes adopted within TRUSTS. It will define all processes and instruments to be used for the regular quality monitoring and risk assessment in the form of a handbook. Architecture design and technical specifications document II Second version of the periodically updated report on the TRUSTS platform specification that is based on the results communicated in D21 and D22 and D23 The document describes the architectural decisions taken and their rationale Furthermore D27 will in addition report on the application of the testing and benchmarking framework provided by T23 Definition and analysis of the EU and worldwide data market trends and industrial needs for growth Report containing the detailed analysis of the EU & worldwide data (market) economy (regulatory framework, trends, growth rates, best practises et al) especially in financial and operator industries where the growth requires the establishment of data marketplaces as catalysts as well as the respective regulatory and standardization state of the art and trends. Research Ethics This deliverable will provide all information regarding the compliance of the project research activities with research ethics and, in particular, with the H2020 Programme Ethics Guidance. Methodologies for the technological/business validation of use case results II Second version of the two reports defining the methodologies for the technological and business validation of the TRUSTS platform within and across each vertical use case They also include the definition of test reports format and benchmarking for the validation of the KPIs Supporting mechanisms for Intellectual Property Rights Protection and Data Stewardship II For D74 and D75 we will conduct 3 workshops with stakeholders of the Data Market Austria data owners providers data users buyers data aggregators resellers on their practical challenges and perspectives regards IPR protection and Data Stewardship A report will be drafted outlining related 1 legal requirements to be embedded in the platforms terms of use 2 defined mechanisms to report suspected IP infringement 3 proposed onboarding IPR protection information and education requirements for TRUSTS user groups 4 proposed Data Stewardship support services for different potential data provider groups to optimize eased attraction and onboarding of SME data providers Innovation Impact Assurance I Continuous interactions with all work packages and tasks. Regular checkpoints, coordinated with project management. Platform Status Report I This deliverable reports on the current state of the platform regarding its functionality and operational parameters eg number of integrated datasets transactions detected events error rates While platform releases are happening continuously following the DevOps principles these reports act as snapshot documentation of the platform Demonstrators, pilots, prototypes (1) Profiles and Brokerage I This deliverable constitutes demonstrator systems that show practical application of the developed algorithms with production data. It identifies suitable recommendation use cases and applicable algorithms and datasets to support them, as well as a proof-of concept demonstrator. Websites, patent fillings, videos etc. (1) Website update, materials This deliverable reconsiders the website in light of the research undertaken in WP 2-6 as well as the realization of the use cases. Materials (posters, leaflets, etc.) are produced based on the insights developed. The Website will host also the ongoing collection of stakeholder analysis. Publications Conference proceedings (12) Multi-Party Computation in the GDPR Author(s): Lukas Helminger, Christian Rechberger Published in: Privacy Symposium, 2022 Publisher: Privacy Symposium Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems Author(s): Emanuel Lacic., Leon Fadljevic, Franz Weissenboeck, Stefanie Lindstaedt, Dominik Kowald Published in: 44th European Conference on Information Retrieval (ECIR'2022) - BIAS workshop, 2022 Publisher: Springer DOI: 10.48550/arxiv.2203.00376 Position Paper on Simulating Privacy Dynamics in Recommender Systems Author(s): Peter Muellner, Elisabeth Lex, Dominik Kowald Published in: 2021 Publisher: Cornell University DOI: 10.48550/arxiv.2109.06473 The Openness of Data Platforms: A Research Agenda Author(s): Mark de Reuver, Hosea Ofe, Wirawan Agahari, Antragama Ewa Abbas and Anneke Zuiderwijk-vanEijk Published in: First ACM Data Economy Workshop (DE2022) ACM, New York, NY, USA, 2022 Publisher: N/A DOI: 10.1145/3565011.3569056 What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations Author(s): Emanuel Lacic., Leon Fadljevic, Franz Weissenboeck, Stefanie Lindstaedt, Dominik Kowald Published in: Proceedings of the 44th European Conference on Information Retrieval (ECIR'2022), 2022 Publisher: Springer DOI: 10.48550/arxiv.2111.14467 Toward Business Models for a Meta-Platform: Exploring Value Creation in the Case of Data Marketplaces Author(s): Antragama Ewa Abbas, Hosea Ayaba Ofe, Anneke Zuiderwijk, Mark de Reuver Published in: The 56th Hawaii International Conference on System Sciences (HICSS), 2023 Publisher: N/A A systematic review of data management platforms Author(s): Michael Boch, Stefan Gindl, Alan Barnett, George Margetis, Victor Mireles, Emmanouil Adamakis, Petr Knoth Published in: WorldCIST'22, 2022 Publisher: WorldCIST'22 DOI: 10.1007/978-3-031-04819-7_2 Business Data Sharing through Data Marketplaces: A Systematic Literature Review Author(s): Antragama Ewa Abbas, Wirawan Agahari, Montijn Van De Ven, Anneke Zuiderwijk & Mark De Reuver Published in: 2021, Page(s) 12, ISBN 978-961-286-385-9 Publisher: University of Maribor Press CryptoTL: Private, efficient and secure transfer learning Author(s): Roman Walch, Samuel Sousa, Lukas Helminger, Stefanie Lindstaedt, Christian Rechberger, Andreas Trügler Published in: 2022 Publisher: N/A DOI: 10.48550/arxiv.2205.11935 Preparing Future Business Data Sharing via a Meta-Platform for Data Marketplaces: Exploring Antecedents and Consequences of Data Sovereignty Author(s): Antragama Ewa Abbas, Hosea Ayaba Ofe, Anneke Zuiderwijk, Mark de Reuver Published in: 35th Bled eConference - Digital Restructuring and Human, 2022, ISBN 978-961-286-616-7 Publisher: N/A DOI: 10.18690/um.fov.4.2022 Recommendations in a Multi-Domain Setting: Adapting for Customization, Scalability and Real-Time Performance Author(s): Emanuel Lacic., Leon Fadljevic, Franz Weissenboeck, Stefanie Lindstaedt, Dominik Kowald Published in: 44th European Conference on Information Retrieval (ECIR'2022) - industry day, 2022 Publisher: N/A DOI: 10.48550/arxiv.2203.01256 Privacy in Open Search: A Review of Challenges and Solutions Author(s): Samuel Sousa, Roman Kern & Christian Guetl Published in: 2021 Publisher: Cornell University DOI: 10.5281/zenodo.5887680 Book chapters (3) Privacy preserving techniques for trustworthy data sharing: Opportunities and Challenges for future research Author(s): Lidia Dutkiewicz, Yuliya Miadzvetskaya, Lukas Helminger, Andreas Trügler, Stefanie Lindstaedt, Hosea Ofe Published in: Data Spaces: Design, Deployment and Future Directions, 2022 Publisher: Springer DOI: 10.1007/978-3-030-98636-0_15 Robustness of Meta Matrix Factorization Against Strict Privacy Constraints Author(s): Peter Muellner, Dominik Kowald, Elisabeth Lex Published in: Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 – April 1, 2021, Proceedings, Part II, Issue 12657, 2021, Page(s) 107-119, ISBN 978-3-030-72239-5 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-72240-1_8 Practice and Challenges of (De-)Anonymisation for Data Sharing Author(s): Alexandros Bampoulidis, Alessandro Bruni, Ioannis Markopoulos, Mihai Lupu Published in: Research Challenges in Information Science - 14th International Conference, RCIS 2020, Limassol, Cyprus, September 23–25, 2020, Proceedings, Issue 385, 2020, Page(s) 515-521, ISBN 978-3-030-50315-4 Publisher: Springer International Publishing DOI: 10.1007/978-3-030-50316-1_32 Thesis and dissertations (1) Creating a Taxonomy of Business Models for Data Marketplaces Author(s): Montijn Van de Ven, Antragama Ewa Abbas, Zenlin Kwee, & Mark De Reuver Published in: 2020 Publisher: Published via TU Delft website. Other (3) Impact of Meta Learning for Privacy-Preserving Recommender Systems Author(s): Peter Muellner, Elisabeth Lex, Dominik Kowald Published in: The Responsible AI Forum (TRAIF'2021), 2021, Page(s) 2 Publisher: N/A Business Model Archetypes for Data Marketplaces in the Automotive Industry Author(s): Rômy Bergman, Antragama Ewa Abbas, Sven Jung, Claudia Werker, Mark de Reuver Published in: Electron Markets, Issue Electron Markets 32, 2022, Page(s) pp 747–765 Publisher: Springer DOI: 10.1007/s12525-022-00547-x White Paper on the Data Governance Act Author(s): Julie Baloup, Charlotte Ducuing, Emre Bayamlıoğlu, Aliki Benmayor, Lidia Dutkiewicz, Yuliya Miadzvetskaya, Teodora Lalova, Bert Peeters Published in: 2021, Page(s) 61 Publisher: KU Leuven Centre for IT & IP Law - imec Peer reviewed articles (3) Why open government data initiatives fail to achieve their objectives: categorizing and prioritizing barriers through a global survey Author(s): Anneke Zuiderwijk, Mark de Reuver Published in: Transforming Government: People, Process and Policy, Issue ahead-of-print/ahead-of-print, 2021, ISSN 1750-6166 Publisher: Emerald Group Publishing Ltd. DOI: 10.1108/tg-09-2020-0271 How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Author(s): Samuel Sousa and Roman Kern Published in: Artificial Intelligence Review, 2022, ISSN 0269-2821 Publisher: Kluwer Academic Publishers DOI: 10.1007/s10462-022-10204-6 Context dependent trade-offs around platform-to-platform openness: The case of the Internet of Things Author(s): Lars Mosterd, Vladimir C.M. Sobota, Geerten van de Kaa, Aaron Yi Ding, Mark de Reuver Published in: Technovation, Issue 108, 2021, Page(s) 102331, ISSN 0166-4972 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.technovation.2021.102331 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available