Slides describing SciLake activities on extending the OpenAIRE Graph. The presentation was made during the OSFair 2023

Vergoulis, Thanasis

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OpenAIRE Graph: status & enrichments via the SciLakeprojectThanasis Vergoulis, ATHENA RCOpen Science Fair 2023, Madrid knowledgeresearchersIcons created by ultimatearm, Becris and Freepik from www.flaticon.com.knowledgeOpen ScienceAdded-value service 1Added-value service 1improved processes in scientific knowledge discovery, scientific credibility, and research assessmentresearchers researchersscientific knowledge graphs (SKGs)Icons created by ultimatearm, Becris and Freepik from www.flaticon.com.+ People+ VenuesChallenges• Difficult to combine domain knowledge with domain-agnostic SKGs (e.g., OpenAIRE Graph) & leverage them to build domain-tailored added-value services:• Knowledge fragmented in various locations.• Heterogeneous formats: unstructured files (e.g., textual data), databases and knowledge bases. • Non-English texts in some domains• Lack of technical expertise (e.g., graph & text mining) from domain-specific experts.• Not interoperable with domain-agnostic SKGs• Including everything in domain-agnostic SKGs is not sustainable. At a glance• SciLake aims to alleviate the previous problems introducing an open, transparent & customizable Scientific-Lake-as-a-Service• Data lake hosting domain-specific & domain-agnostic SKGs together with less structured domain knowledge• Empowers & facilitates the creation, interlinking & maintenance of community-created SKGs. • Offers a unified way to access & query the contained assets. • Two discipline-tailored, added-value services to facilitate: • navigating the respective vast knowledge space (exploiting indicators of scientific impact)• improving research reproducibility in the respective domain• Customise, test & demonstrate the developed services in real-world pilots.Budget: ~5MStart date: 1/1/23Duration: 36MPilot 1: NeurosciencePilot 2: Cancer re-searchPilot 3: Transporta-tion researchPilot 4: Energy re-search9 countries / 13 organisationsMap created from https://www.mapchart.net9 countries / 13 organisationsMap created from https://www.mapchart.netSneak peak on services Scientific Lake service• Main components:• SKG query engine• SKG creation assistant• Text & graph mining• Automatic translation module• Main contents:• OpenAIRE Graph• Full-text Open Access Manuscripts• Domain-specific texts• Domain-specific SKGsImpact-based knowledge discoveryserviceReproducibility Assistance service• Exploit citation analysis to calculate impact indicators for research products.• Use these indicators to help researchers explore the vast knowledge space of their domain.• Exploit domain-specific knowledge from the SKGs.• Offer tailored functionalities to the respective communities (e.g., search presets, domain-specific annotations).  • Exploit natural language & graphprocessing technologies to estimate reproducibility of research works.• Give back recommendations on how to make research more reproducible (e.g., recommendmissing links to datasets & code). • Exploit domain-specific knowledge from the SKGs.• Offer tailored functionalities to the respective communities.Contact usThank youEmail: vergoulis@athenarc.gr Twitter/X: @vergoulisMastodon: @vergoulis@scicomm.xyz

OpenAIRE Graph: status & enrichments via the SciLake project

https://zenodo.org/record/8386122/files/SciLake-v2.pdf

OpenAIRE Graph: status & enrichments via the SciLake project

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