Deliverables Documents, reports (26) Specifications of local service offering II It will collect specifications about the regional offers including services available and increase with respect to the individual offer SME Outreach Programme report I This will report on the activities carried out impact created and the main achievements of the SME Outreach Programme The interim version of the deliverable will be produced on M18 Specifications of local service offering I It will collect specifications about the regional offers including services available and increase with respect to the individual offer Annual report on EUHubs4Data impact and coverage I This deliverable will collect major KPIs and milestones achieved and learnings and recommendations for the next strategy review and longterm vision on CD activities Call documents II This deliverable will include 1 guidelines for applicants including the text of the call and evaluation criteria 2 template for the subgrantee agreement 3 call leaflet 4 application form for applicants 5 QA section and 6 online microsite at the project website and F6S Annual report on dissemination and communication I This deliverable describes the communication and dissemination activities undertaken by the project milestones achieved and learnings and recommendations for the next strategy review Guidelines on Data Privacy and Protection II This deliverable will include general guidelines for Data Management for use in DIHs and project participants in the course of dataset and service integration tasks It will be reviewed in a periodic basis before each round of experiments Federation expansion strategy This deliverable will define the process to expand the federation including the value proposition description of the open call for DIHs and associated documents and a concrete roadmap to achieve the established objectives Specification of data driven service catalogue I This deliverable will provide specifications of the service catalogue considering DIHs services and customer journeys and roadmap and details of implementation This deliverable will be periodically updated before each open call Dissemination and communication strategy II This deliverable will detail HUBbiquitous CD strategy A first version will be published by M03 and will be updated in a yearly basis considering the results from the impact report Report on the legal aspects of data governance and interoperability I It will provide a legal evaluation of 1 the conditions in which the federation can support innovative data governance organisational settings and 2 the legal requirements related to interoperability and standardisation This deliverable will be aligned as much as possible with the EU legislative agenda specially the Data Act expected in 2021 Q3 in order to ensure coherence between the deliverables key performance indicators and the long term objectives of the federation Specification of data driven service catalogue II This deliverable will provide specifications of the service catalogue considering DIHs services and customer journeys and roadmap and details of implementation This deliverable will be periodically updated before each open call Evaluation documents II This deliverable will include 1 Instructions and templates to perform the evaluation of every proposal by the evaluators according to the defined criteria and 2 contract to be signed by the coordinator and the external evaluators that will be hired Updated for every call Common training programme definition I This deliverable will present the outcomes of T81 activities with the initial analysis regarding the implementation of a common training and skill creation program including tools and learning materials A first version will be delivered by M10 Census of European data sources and datasets II This deliverable will include list of datasets and data sources identified for cataloguing in the federated offer together with metadata for their exploitation Evaluation documents I This deliverable will include 1 Instructions and templates to perform the evaluation of every proposal by the evaluators according to the defined criteria and 2 contract to be signed by the coordinator and the external evaluators that will be hired Updated for every call Call documents I This deliverable will include 1 guidelines for applicants including the text of the call and evaluation criteria 2 template for the subgrantee agreement 3 call leaflet 4 application form for applicants 5 QA section and 6 online microsite at the project website and F6S Report on results and analytics open calls I This deliverable will be a report including relevant statistics and findings that will be published on the website of the project Citizen engagement report I This deliverable will include the description of the specific activities aimed to increase citizen engagement in the activities of the federation and achieved results Training and mobility programmes evaluation reports I A report on the results of the common training programme and mobility programme The effectiveness will be measured by the metrics given in the work package descriptions as well as additional KPIs developed in T81 This deliverable will include two versions in order to feed the refined training programme definition Communication and agreement documents I This deliverable will include 1 template of the legal contractual document to be signed by selected SMEsStartupsweb entrepreneurs and the consortium and 2 ESRs summary templates and letters for informing of decisions Updated for every call Guidelines on Data Privacy and Protection I This deliverable will include general guidelines for Data Management for use in DIHs and project participants in the course of dataset and service integration tasks It will be reviewed in a periodic basis before each round of experiments Dissemination and communication strategy I This deliverable will detail HUBbiquitous CD strategy A first version will be published by M03 Census of European data sources and datasets I This deliverable will include list of datasets and data sources identified for cataloguing in the federated offer together with metadata for their exploitation Evaluation and recommendations on the legal conditions for trading data in a complex ecosystem I The report will identify whether and under which circumstances various relevant legal frameworks can accommodate the trading of data in their own right within the federation Report on the legal aspects of trust and certification of actors I This report will identify the legal implication of the automation of data transactions on trust in the complex chain of actors This deliverable will be aligned as much as possible with the EU legislative agenda specially the Data Act expected in 2021 Q3 in order to ensure coherence between the deliverables key performance indicators and the long term objectives of the federation Websites, patent fillings, videos etc. (1) EUHubs4Data portal This deliverable will be the physical release of HUBbiquitous portal A first version will be delivered to support first round of open calls and will be updated on a regular basis Other (2) Federated catalogue of data sources and data management services II This deliverable will include the online catalogue where data sources and data sets from the DIHs and other actors will be registered and online data management services for the exploitation of the data on compute infrastructures This catalogue will be reviewed in a periodic basis before each round of crossborder experiments Federated catalogue of data sources and data management services I This deliverable will include the online catalogue where data sources and data sets from the DIHs and other actors will be registered and online data management services for the exploitation of the data on compute infrastructures This catalogue will be reviewed in a periodic basis before each round of crossborder experiments Publications Conference proceedings (1) A Survey of Data Quality Requirements That Matter in ML Development Pipelines Author(s): Maria Priestley; Fionntán O’donnell; Elena Simperl Published in: Priestley , M , O’Donnell , F & Simperl , E 2023 , ' A survey of data quality requirements that matter in ML development pipelines ' , Journal of Data and Information Quality , vol. 15 , no. 2 , 3592616 . https://doi.org/10.1145/3592616, Issue 31, 2023, Page(s) Volume 15, Issue 2, Article 11, pp 1–39 Publisher: ACM Digital Library DOI: 10.1145/3592616 Searching for OpenAIRE data... 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