Enhancing User Experience in the Next Generation EOSC Portal
Explore the innovative ML/AI-enhanced user interface of the EOSC Portal, co-funded by the EU Horizon Programme. Discover the European Open Science Cloud (EOSC) and its services, including recommendations, research products, and training materials. Delve into the need for recommendations in EOSC, use cases, recommender system architecture, and more.
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Presentation Transcript
Next generation of the EOSC Portal ML/AI enhanced user interface Krzysztof Martyn Raimundas Tuminauskas Marcin Wolski Bartosz Walter The EOSC Future project is co-funded by the European Union Horizon Programme call INFRAEOSC-03-2020, Grant Agreement 101017536
Agenda 1. European Open Science Cloud 2. Use cases for recommendations in EOSC 3. EOSC Recommeder System 1. Architecture 2. Recommendations in the EOSC Portal
European Open Science Cloud (EOSC) EOSC is as a virtual, distributed repository of open research data and related services, offering distributed and cloud computing resources to Researchers The EOSC Portal is considered a main entry for European Researchers to enable them to access, use and reuse research products and data across disciplines. EOSC Services - public and commercial e-infrastructure services, EOSC Research Products comprising the result of a research process, EOSC Training Materials such as online courses, MOOCs, training workflows.
A need for recomendations in EOSC https://graph.openaire.eu/
EOSC RS architecture Ingestion Aggregation Data cleaning Feature extraction Training Monitoring
EOSC RS architecture Clustering Data mining User profiling Deep learning
EOSC RS architecture Candidate generation Scoring Re-ranking
Summary EOSC Portal is a platform that offers a wide range of resources to support researchers in their daily work. The presented recommendation system allows quickly and efficiently find the resources in a large set of diverse data. The development of the EOSC RS is still ongoing and a new version of EOSC Portal will be available soon.
Partners PSNC GRNET OpenAire Cyfronet Athena Dariah
Thank you! The EOSC Future project is co-funded by the European Union Horizon Programme call INFRAEOSC-03-2020, Grant Agreement 101017536