5 papers
AI-Ready Research Workflows in Computational Social Science: Lessons on Building a Shared Language for Interdisciplinary Collaboration
Joan Giner-Miguelez, Alexandra Málaga, Felipe Gómez-Cortés +7
Artificial intelligence (AI) is gaining traction in the social sciences and humanities (SSH). However, adoption remains limited by technical barriers to high-performance computing…
Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets
Rafi Al Attrach, Rajna Fani, Sebastian Lobentanzer +17
Croissant has emerged as the metadata standard for machine learning datasets, providing a structured, JSON-LD-based format that makes dataset discovery, automated ingestion, and re…
When AI Meets Science: Research Diversity, Interdisciplinarity, Visibility, and Retractions across Disciplines in a Global Surge
Andrés F. Castro Torres, Joan Giner-Miguelez, Mercè Crosas
The extent to which Artificial Intelligence (AI) technologies can trigger generalized paradigm shifts in science is unclear. Although these technologies have revolutionized data co…
Enabling Content Management Systems as an Information Source in Model-driven Projects
Joan Giner-Miguelez, Abel Gómez, Jordi Cabot
Content Management Systems (CMSs) are the most popular tool when it comes to create and publish content across the web. Recently, CMSs have evolved, becoming \emph{headless}. Conte…
The Software Diversity Card: A Framework for Reporting Diversity in Software Projects
Joan Giner-Miguelez, Sergio Morales, Sergio Cobos +3
Context: Interest in diversity in software development has significantly increased in recent years. Reporting on diversity in software projects can enhance user trust and assist re…