Hélène Draux
Hélène Draux is a Senior Data Scientist at Digital Science. She creates bespoke bibliometrics analyses and visualisations for clients in the research sector, using data from the Digital Science portfolio (e.g. Dimensions, Altmetric, Figshare, Elements, IFI Claims, and GRID), clients’ data and external data (e.g. MeSH API or ResearchFish).
Her specialties include gender analyses, geographic analyses, topic modelling, network analyses, and interactive visualisations. She has published a book chapter on Visualisation of Research Metrics, her work was featured in Nature, and during the pandemic she has published a peer reviewed article about the speed of publishing and gender differences in publication.
Articles by Hélène Draux
Fragmentation of AI research: a blog series
AI research has become fragmented across disciplines, geography, and policy. Specialised subfields rarely collaborate, limiting spread of innovations from one area to others. Concentration in high-income countries also excludes global perspectives while policies created in AI hubs may not transfer. Government regulations remain disjointed as well. In 2022 most countries lacked AI strategies, with existing policies conflicting across jurisdictions, ranging from promoting competitiveness to ethics. Overall this disciplinary, geographic, and policy division hampers coordination across all of AI.
Fragmentation: a divided research world?
Research has the power to change lives, break down barriers and create unity & equity. When the research community solves problems together extraordinary breakthroughs can happen.
But post-pandemic, fragmentation in the research ecosystem remains one of the biggest challenges to the ability of researchers to make a real-world difference. We want to challenge the status quo, highlight the issues, and share positive ways to create better synergy and collaboration, helping to unite a divided research world.
Our new avenue for interesting things
Welcome to Digital Science TL;DR, our new avenue for interesting things!
We bring you short, sharp insights into what’s going on across the Digital Science group; both through our in-house experts and in conversation with amazing people from the community. And we’ll keep it brief!