🏆Smarter Research Papers with SciKGTeX

SciKGTeX enables authors to embed structured, machine-readable metadata directly into their publications. This improves discoverability, long-term preservation, and reuse of research outputs.

Contributed by @nfdi4ing

#SciKGTeX #FAIRData #ResearchData #OpenScience #Metadata #LaTeX #ScholarlyPublishing #OpenResearchKnowledgeGraph #DataReuse #ResearchInnovation

More papers are waiting for you! Visit our website anytime to delve into the latest published papers that showcase the wealth of data deposited at the EGA and the possibilities of #DataReuse:

👉 http://ega-archive.org

EGA European Genome-Phenome Archive - EGA European Genome-Phenome Archive

The European Genome-phenome Archive (EGA) is a service for permanent archiving and sharing of all types of personally identifiable genetic and phenotypic data resulting from biomedical research projects.

Very exciting research from colleagues @bih_charite on #data #reuse 🤩 Asking how often shared #biomedical #researchdata from #Charité researchers is actually reused, the authors observed data citations, indirect citations of data articles as well as which #repositories the reused datasets were deposited. They also show the possibilities and limitations of #tracking #datareuse using the #DataCitationCorpus.

👉 Preprint from Cohen, Ivanovic, Iarkaeva, Nachev & Bobrov: https://doi.org/10.31222/osf.io/z9kjf_v2

OSF

Why is reusing data often more complex than making it available? On 22 May, Christine Borgman (UCLA) and Paul Groth (Uva) will explore the social fabric of data sharing and reuse at Leiden University Library. Their talk builds on “From Data Creator to Data Reuser: Distance Matters” (Harvard Data Science Review) and reflects on the accompanying commentaries and response. Organised by DANS and CWTS. Join in person or online: https://edu.nl/xnkjp

#OpenScience #DataReuse #ResearchData

From Data Creator to Data Reuser: Distance Matters

We are pleased to announce that Christine Borgman (University of California, Los Angeles) and Paul Groth (University of Amsterdam) will give a talk about their recent paper in the Harvard Data Science Review, titled

Leiden University

For those following the #AutomaticTextRecognition course, this is the last course in the curriculum, reviewing the final steps and how to make the data reuseable! Check it out this #TrainingTuesday 😻

#DataReuse #ATR #OpenScience

➡️ https://campus.dariah.eu/resources/hosted/automatic-text-recognition-atr-end-formats-and-reusability

A #study from the #Oxford Internet Institute analysed 445 #AIbenchmarks, finding that many #oversell #AIperformance and lack scientific rigour. The study highlights issues like #uncleardefinitions, #datareuse, and inadequate #statisticalmethods, calling for more rigorous and transparent benchmark criteria. https://www.nbcnews.com/tech/tech-news/ai-chatgpt-test-smart-capabilities-may-exaggerated-flawed-study-rcna241969?eicker.news #tech #media #news
AI’s capabilities may be exaggerated by flawed tests, study says

Researchers behind a new study say that the methods used to evaluate AI systems’ capabilities routinely oversell AI performance and lack scientific rigor.

NBC News

Only 0.14% of open biomedical datasets have ever been used - and just 0.03% reused. Open data keeps growing, but actual reuse remains stagnant.

 https://doi.org/10.1016/j.joi.2025.101737

We talk about openness, but hardly anyone looks inside the box.  

#OpenData #DataReuse #OpenScience #Research #SciencePolicy

#Archaeology #DataReuse is in the air!

Here's another example of a paper, authored by James Newhard and colleagues, that cites and reuses shared #opendata: https://doi.org/10.3390/heritage8080298

Their paper reuses data from "The Eastern Korinthia Archaeological Survey" (Pettegrew et al 2021): https://doi.org/10.6078/M7SF2T9Q

Die Folien zu meinem Vortrag "FAIR, really? Zur Nutzbarkeit von Kulturerbedaten" auf der #bibliocon2025 sind jetzt online: https://opus4.kobv.de/opus4-bib-info/frontdoor/index/index/docId/19891 (URN löst noch nicht auf). Der Vortrag versteht sich als Plädoyer dafür, den Datenzugriff und die Nutzbarkeit zu erleichtern, Datenangebote also von ihrer *tatsächlichen* Nutzbarkeit her zu denken und nicht die ideale Nutzerin vorauszusetzen.

#opendata #openglam #DataReuse #fairdata #FAIrR

📢 HMC FAIR Friday Lecture Alert!

On 11/07/2025, 10 am, join #HMC FAIR Friday with Prof. Paul Groth @pgroth
from the @UniversityofAmsterdam

He’ll explore how we can better support data reuse – and why the “distance” between creator and user really matters.

🔗 Register here:
https://events.hifis.net/event/2486

#HMC_FAIRfriday
#DataReuse #OpenScience #FAIRdata

@hidadigital @DKFZ @MDC_Berlin @awi @geomar_de @hzbde @Helmholtz_HZI @GFZ @ufz @HZDR @fzj @KIT_Karlsruhe @cispa @HelmholtzMunich @dzne @DLR