145 lines
7.8 KiB
HTML
145 lines
7.8 KiB
HTML
<div class="hero">
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<div class="uk-container uk-container-large uk-section uk-section-small" uk-scrollspy="target: [uk-scrollspy-class]; cls: uk-animation-fade; delay: 250">
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<div>
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<breadcrumbs [breadcrumbs]="breadcrumbs"></breadcrumbs>
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</div>
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<div id="how" class="uk-margin-medium-top uk-margin-medium-bottom">
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<h1 class="uk-h2" uk-scrollspy-class>
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Methodological <br>Approach<span class="uk-text-primary">.</span>
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</h1>
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<div class="uk-width-large uk-text-large">
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The National Open Access Monitor for Ireland employs a robust methodology, underpinned by a commitment
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to best practices in Open Science. This approach ensures comprehensive, accurate, and user-centric
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insights into Ireland's Open Access landscape.
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</div>
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</div>
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</div>
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</div>
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<div class="uk-section uk-background-secondary blur-bg-img">
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<div class="uk-container uk-container-large uk-light">
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<h2 class="uk-h3 uk-text-center " uk-scrollspy-class>
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Principles
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</h2>
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<div class="uk-margin-large-top uk-grid uk-child-width-1-2@m uk-child-width-1-1@s uk-grid-match" uk-grid>
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<div class="uk-margin-small-bottom">
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<div class="uk-card uk-card-body uk-blur-background uk-box-shadow-large" uk-scrollspy-class>
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<div class="uk-text-bold uk-margin-small-bottom">Openness & Transparency</div>
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<div>
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We prioritize transparent methodological assumptions and the use of openly available,
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public data.
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Adherence to the FAIR principles and international standards ensures our findings are
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trustworthy, replicable, and accessible for public engagement.
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</div>
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</div>
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</div>
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<div class="uk-margin-small-bottom">
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<div class="uk-card uk-card-body uk-blur-background uk-box-shadow-large" uk-scrollspy-class>
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<div class="uk-text-bold uk-margin-small-bottom">Comprehensive Coverage & Accuracy</div>
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<div>
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Leveraging the extensive data capabilities of the OpenAIRE Graph and working closely with
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stakeholders for data representation and quality we aim to provide the most comprehensive
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coverage possible, incorporating data from multiple sources for accurate and meaningful
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indicators.
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</div>
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</div>
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</div>
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<div class="uk-margin-small-bottom">
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<div class="uk-card uk-card-body uk-blur-background uk-box-shadow-large" uk-scrollspy-class>
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<div class="uk-text-bold uk-margin-small-bottom">Readiness & Timeliness:</div>
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<div>
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Built around well-established open databases and already tested knowledge extraction
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technologies - natural language processing (NLP) / machine-learning (ML) - using
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operational workflows in OpenAIRE to warrant timely results.
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</div>
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</div>
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</div>
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<div class="uk-margin-small-bottom">
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<div class="uk-card uk-card-body uk-blur-background uk-box-shadow-large" uk-scrollspy-class>
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<div class="uk-text-bold uk-margin-small-bottom">Engagement & Inclusivity</div>
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<div>
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Our methodology focuses on meeting the needs of our diverse users, from researchers to
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policymakers. We emphasize ease of use, clear communication, and responsiveness to
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feedback. The platform is designed to be intuitive and responsive, ensuring an effective
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and engaging experience for all stakeholders.
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="uk-section uk-margin-medium-top uk-position-relative">
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<div class="uk-container uk-container-large">
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<div class="uk-grid uk-child-width-1-2@m" uk-grid>
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<div>
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<div style="max-width: 575px;">
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<span class="uk-text-large text-graph">
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Data backbone: The OpenAIRE Graph
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</span>
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<h2 class="uk-h2 uk-margin-small-top">
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How? It’s about open data and collaboration<span class="text-graph">.</span>
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</h2>
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<div>
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The National Open Access Monitor for Ireland is built upon the OpenAIRE Graph, a
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comprehensive database of research metadata records. This extensive collection includes
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records from 129K data sources, featuring around 3 million projects, 170 million
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publications, 60 million datasets, 400K pieces of research software, and approximately 8
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million other research outputs as of December 2023. Regular updates, conducted nearly
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monthly, ensure the graph is consistently reflective of the latest scholarly
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contributions.
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</div>
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</div>
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</div>
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<div>
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<img class="uk-margin-medium-left uk-position-center-right uk-visible@m"
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src="assets/common-assets/common/graph-nodes-1.svg" alt="OpenAIRE Graph" loading="lazy">
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</div>
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</div>
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</div>
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</div>
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<div class="uk-section uk-section-small uk-position-relative">
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<img class="uk-position-center-left uk-visible@m"
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src="assets/common-assets/common/graph-nodes-2.svg" alt="OpenAIRE Graph" loading="lazy">
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<div class="uk-container uk-container-large uk-width-1-1 uk-width-1-2@m">
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At the core of the OpenAIRE Graph is a commitment to data quality. The pipeline processes metadata
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from a multitude of sources, including detailed project information from funding bodies. Advanced
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inference algorithms enhance the metadata and full texts of Open Access publications, establishing
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crucial links between research results, projects, author affiliations, and classifications like Fields
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of Science (FoS) and Sustainable Development Goals (SDGs). To maintain an open, trusted, and publicly
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accessible resource, we apply sophisticated techniques for identifying and merging duplicate records,
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supplemented by OpenAIRE's suite of curation tools, including the Metadata Validator for completeness
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checks and OpenORGS for organization disambiguation.
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</div>
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</div>
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<div class="uk-container uk-container-large uk-margin-large-top">
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<img class="uk-width-1-1" src="assets/irish-assets/openaire-pipeline.png" alt="OpenAIRE pipeline" loading="lazy">
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<div class="uk-text-meta uk-text-small uk-text-right uk-margin-top">
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Figure 1: Seemless Integration with to OpenAIRE & EOSC
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</div>
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</div>
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<div class="uk-container uk-width-xlarge uk-margin-large-top">
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The OpenAIRE technology center is responsible with the upkeep of this robust infrastructure,
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conducting regular hardware maintenance and implementing high-availability solutions, load balancing,
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backups, and precise restore procedures to ensure uninterrupted system performance.
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</div>
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<div class="uk-container uk-width-xlarge uk-margin-top">
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Explore the Graph in detail at the OpenAIRE Graph <a href="https://graph.openaire.eu" target="_blank">website</a>
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and its <a href="https://graph.openaire.eu/docs/" target="_blank">documentation</a>.
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</div>
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<div class="uk-flex uk-child-width-1-1 uk-child-width-1-2@m uk-margin-large-top">
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<div class="uk-section">
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<div class="uk-width-1-1 uk-width-1-2@m uk-margin-auto">
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<div class="uk-text-large uk-text-primary">Contact us</div>
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<h2 class="uk-h3 uk-margin-remove">Your Feedback Matters</h2>
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<div class="uk-margin-top">
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If you notice any issues or have improvement
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suggestions, please contact us. Your feedback is crucial for the continuous enhancement of our
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platform and helps us maintain the highest accuracy and effectiveness.
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</div>
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<a class="uk-button uk-button-primary uk-margin-medium-top" routerLink="/contact-us">contact us</a>
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</div>
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</div>
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<div class="uk-banner uk-overflow-hidden uk-position-relative">
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<img class="uk-position-bottom-right uk-visible@m" style="margin: -10px;"
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src="assets/irish-assets/resources/dashboard-half-height.png" alt="National Monitor Dashboard" loading="lazy">
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</div>
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</div> |