Data Standards
This resource hub offers insights and guidance on the role of data standards in promoting efficiency, interoperability, and consistency across diverse sectors. It brings together materials that explore key concepts, practical approaches, and strategic considerations to support effective data management and drive innovation. Designed for both newcomers and those seeking to deepen their understanding, this collection provides tools to navigate the evolving landscape of data standardization and its impact on an increasingly interconnected world. New resources will be added over time to reflect emerging trends and priorities.
Data Standards: Rosetta Stones for the Digital Age | LEARN | Data Foundation
The report "Data Standards: Rosetta Stones for the Digital Age" by the Data Foundation offers a clear and accessible explanation of how data standards function as a bridge between human understanding and machine processing. It emphasizes that data standards are essentially structured documentation of existing knowledge, enabling consistent and interoperable data exchange. By illustrating the transformation of human-readable information into machine-readable formats like XML and JSON, the report underscores the importance of data standards in enhancing communication, reducing errors, and improving efficiency across various sectors. This resource is particularly valuable for policymakers, technologists, and data professionals seeking to comprehend and implement effective data standardization practices.
IEEE SA - Standards
This article presents a practical framework for making large language model (LLM) datasets FAIR—Findable, Accessible, Interoperable, and Reusable. It’s a useful resource for researchers and developers looking to build ethically responsible AI, offering a checklist, case study, and tested methods for bias reduction and transparency throughout the model training process.
IEEE SA - Standards in Action
The IEEE Standards in Action portal illustrates how technical standards underpin everyday technologies—from Bluetooth connectivity to smart grids and telehealth. It offers interactive examples and real-world applications, making it an excellent resource for understanding the practical impact of standards across various sectors. This site is particularly beneficial for educators, engineers, and policymakers seeking to grasp how standards drive innovation and ensure interoperability in our interconnected world.
How Open Standards Are Breaking Down Data Barriers | EdSurge News
This EdSurge article explores how open standards are transforming data management in higher education. It discusses the challenges institutions face with fragmented data systems and highlights how adopting open standards can facilitate seamless data integration, enhance student support, and promote data-driven decision-making. The piece is a valuable read for educational administrators and IT professionals aiming to improve data interoperability and student outcomes.