If you are a leader of a Library or a Research Institution and would like to learn more about the existing open infrastructures that could help your institution to evolve in the research environment, but you don’t know where to look for, you can now use Infra Finder, a brand-new tool aimed at foster discovery, adoption, and investment for open infrastructure services.

Techniques to integrate Knowledge Graphs into Language Models Author Amanda Kau (ORCID: 0009–0004–4949–9284 ) Introduction Both knowledge graphs (KGs) and pre-trained language models (PLMs) have gained popularity due to their ability to comprehend world knowledge and their broad applicability.

Integrating temporal data into static knowledge graphs Author Amanda Kau (ORCID: 0009–0004–4949–9284 ) Introduction Knowledge graphs (KGs) have proven to be an effective method of data representation that is increasingly popular. In KGs, entities and concepts are represented as nodes, while the relationships between nodes are depicted as edges.

The Barcelona Declaration: a call for openness… but also for diversity and inclusion The launch of the Barcelona Declaration last week aims to mobilise the global research community towards making research information open and accessible.

Dear rOpenSci friends, it’s time for our monthly news roundup! You can read this post on our blog.Now let’s dive into the activity at and around rOpenSci!rOpenSci HQ Coworking Read all about coworking! Join us for social coworking & office hours monthly on first Tuesdays!Hosted by Steffi LaZerte and various community hosts.Everyone welcome.No RSVP needed.Consult our Events page to find your local time and how to join.

An often overlooked source of the “replication crisis” is the tendency to treat the replication study as a definitive verdict while ignoring the statistical uncertainty inherent in both the original and replication studies. This simplistic view fosters misleading dichotomies and erodes public trust in science.

Manuel Galán Medina, DR © Cerámica de alta temperatura Ciudad de México, 2010 Sitio del artista Instagram Esta es una reproducción digital, con fines de divulgación, de una obra original, todos los derechos de autor y reproducción están reservados por el artista.

I’ve been down this road before, e.g. BHL, DjVu, and reading the f*cking manual and Demo of full-text indexing of BHL using CouchDB hosted by Cloudant, but I’m revisiting converting BHL page scans to black and white images, partly to clean them up, to make them closer to what a modern reader might expect, and partly to reduce the size of the image. The latter means faster loading times and smaller PDFs for articles.

Visualization & Pearson’s correlation coefficient The 30DayChartChallenge is a data visualization community that hosts daily challenges for April. Today’s challenge involves dinosaurs. I used the Datasaurus package to create an animated visualization to demonstrate the importance of graphing data, and the effects of outliers on statistical properties.

The goal of the rOpenSci Champions Program is to enable more members of historically excluded groups to participate in, benefit from, and become leaders in the R, research software engineering, and open source and open science communities. This program includes 1-on-1 mentoring for the Champions as they complete a project and perform outreach activities in their local communities.