1.001 hasil
Menampilkan 1–20 · 0,16 detik · RSS
Data Science Journal
Scopus
ISSN 1683-1470 · Ubiquity Press · 1.001 artikel di indeks
-
Artikel Jurnal
Integrating Machine Learning Standards in Disseminating Machine Learning Research
The increasing use of AI-based approaches such as machine learning (ML) across diverse scientific fields presents challenges for reproducibly disseminating and assessing research. As ML becomes integral to a growing range of computationally intensive applications (e.g., clinical research), there is…
-
Artikel Jurnal
Author Once, Publish Everywhere: Portable Metadata Authoring with the CEDAR Embeddable Editor
High-quality, ‘rich’ metadata are essential for making research data findable, accessible, interoperable, and reusable. The Center for Expanded Data Annotation and Retrieval (CEDAR) has long addressed this need by providing tools to design machine-actionable metadata templates that encode community…
-
Artikel Jurnal
Navigating Gaps in Governance and Capacity for Equitable and Responsible Data Sharing in Health Research in Sub-Saharan Africa: A Literature Review
Sharing data from diverse sources is essential for addressing grand challenges in global health. The COVID-19 pandemic, which affected populations on a global scale, demonstrated the benefits of data sharing but also exposed some challenges that stakeholders face, such as lack of data…
-
Artikel Jurnal
Indigenous Governance of Data Held by Organisations: How to Operationalise Indigenous Data Sovereignty Principles in Australia
Indigenous Data Sovereignty has emerged in response to poor data practices concerning Indigenous Peoples worldwide and offers a way of returning control of data ecosystems to Indigenous Peoples. In Australia, the Maiam nayri Wingara Indigenous Data Sovereignty principles were developed and…
-
Artikel Jurnal
Automated Retrieval and Analysis of Finnish Cultural Metadata with finna
Cultural metadata is essential in making cultural heritage resources discoverable, accessible, and understandable. However, such metadata is often difficult to access and reuse due to its heterogeneous structure and scattered sources. Cultural heritage metadata usually contains structured…
-
Artikel Jurnal
Indigenous Data Governance – Laying the Groundwork for a Broader Dialogue in the Aftermath of Truth and Reconciliation Committees in Sápmi
Context: Open science is gaining ground and aims to build trust and transparency in research through the FAIR principles (Fairness, Accessibility, Interoperability, and Reusability of data). The GIDA-Sápmi network advocates for an ethical and responsible use/reuse of research data and promotes the…
-
Artikel Jurnal
Insects in the Mail, a Quantitative Analysis of Charles Robertson’s Scientific Correspondence
Charles Robertson (1858–1935), a biology professor based in Carlinville, Illinois, conducted a decades-long study recording interactions between species of insects and flowering plants within a 10-mile radius of his home. His records have enduring value as legacy data and provide invaluable…
-
Artikel Jurnal
MatSci-YAMZ: Integrating Human and Artificial Intelligence Vocabulary
This paper presents MatSci-YAMZ, a novel implementation of Yet Another Metadata Zoo (YAMZ), a crowdsourced vocabulary application. MatSci-YAMZ is designed to assist vocabulary development for materials science by configuring a large language model (LLM) and provenance tracking into the YAMZ…
-
Artikel Jurnal
Data Management Challenges for Translational Agricultural Research in West Africa: The Case of the Crops Research Institute, Ghana
The establishment of robust, long-term data management strategies remains especially challenging in low-resourced and applied research contexts. Drawing on qualitative methods including ethnographic fieldwork and survey data collected from August to December 2023, this paper discusses ongoing…
-
Artikel Jurnal
Designing Repository-Level Evaluation Criteria: A Data Stewardship Framework for Research Data Repositories
Purpose: This study aims to design comprehensive repository-level evaluation criteria that assess data stewardship capacity, governance structures, and institutional quality control mechanisms in the context of open science and data-intensive research. Design/methodology/approach: We employed a…
-
Artikel Jurnal
The JARDIN Hackathon to Seek Solutions to Overcome Technical Barriers in Health Data Exchange: From the Point of Care to European Registry Networks
Effective exchange of health data between healthcare providers, national registries, and European Reference Networks (ERNs) is crucial for advancing research and clinical care of rare diseases. Technical, organisational, and legal barriers persist in many situations that disrupt this process. The…
-
Artikel Jurnal
A Structured Examination of Reproducibility: A Case Study for HTS Using the PRIMAD Model and BioCompute Object
Reproducibility is a core expectation of computational pipelines in biomedical research, particularly in health-critical applications. To support the standardised reporting of high-throughput sequencing (HTS) analyses, the IEEE 2791-2020 standard, known as the BioCompute Object (BCO), was developed…
-
Artikel Jurnal
Persistent Identifiers in Germany: Key Findings of a Nationwide Survey
Persistent identifiers (PIDs) are global, unique, resolvable, and persistent references that have become core components of open science and FAIR research as well as their infrastructures. This article reports key findings from the first nationwide Survey on the Need for and Use of Persistent…
-
Artikel Jurnal
Work Plans: A Tool for Suggesting Implementation Strategies to Improve the FAIRness of Data Repositories
Improving the findability, accessibility, interoperability, and reusability (or ‘FAIRness’) of digital resources has become increasingly important since the publication of the ‘FAIR Principles’ in 2016. As an advocate of the FAIR Principles, GO FAIR US has developed a methodology for assessing the…
-
Artikel Jurnal
A Semantic Web Model for Standardizing FAIR Metrics and Assessment Results
This study proposes a web standards-based semantic model for representing FAIR (Findable, Accessible, Interoperable, Reusable) metrics and FAIR assessment results. Building on existing recommendations for the publication of data quality information on the Web, in particular the W3C Data Quality…
-
Artikel Jurnal
VESA: A Visualization-Enabled Search Application for Exploratory Dataset Discovery
The increasing complexity and scale of scientific datasets demand advanced tools for efficient discovery and exploration. Traditional search systems often fall short in addressing the multidimensional nature of data and their inherent relationships, limiting their effectiveness for exploratory…
-
Artikel Jurnal
FAIR Data Workflow Implementation and Assessment for Ion-Exchange Chromatography in Plasma Science
This publication focuses on the implementation of a FAIR (findable, accessible, interoperable, and reusable) data workflow for the analytical method ion-exchange chromatography and its impact on the FAIR compliance of the resulting measurement data. The workflow includes the structured collection…
-
Artikel Jurnal
Open Science, Health Data and Epistemic Harms: A Multidisciplinary Reflection
Open Science (OS) promises to democratise knowledge and reduce epistemic inequalities. However, a critical analysis reveals the potential of OS to amplify structural vulnerabilities, especially for people and communities already at the margins. With a particular focus on health data, this…
-
Artikel Jurnal
FAIR Data in Action: The User-Centric Software Suite FAIRSave for Fully Digital, Data-Driven Studies in Materials Science
The increasing demand for FAIR (Findable, Accessible, Interoperable, Reusable) research data challenges experimental scientists to integrate structured data management directly into daily laboratory work. However, practical adoption is often hindered by high documentation effort, limited usability…
-
Artikel Jurnal
Universal Mandates vs. Contextual Realities: A Scoping Review of Ethical Tensions and Power Asymmetries in Global Open Science
The global diffusion of open science is widely promoted as a pathway to transparency and the democratisation of knowledge production. However, growing evidence shows that universal openness mandates often conflict with diverse cultural, institutional, and socio-economic contexts, generating ethical…
Menampilkan maksimal 50 halaman. Persempit pencarian dengan filter untuk hasil yang lebih spesifik.