RIALTO – Stanford's Research Intelligence System: Mission, vision, approach, design, data, technology, results and remaining challenges

Isabella will speak about current approaches on measuring openness, what openness may mean in research and which strategies are in place, to make open science efforts more visible. She will reflect on altmetrics and other types of indicators that are used for research evaluation and she will discuss how they relate to Open Science. It will also be shown that only responsible development of metrics will support open science initiatives.

Reflections on open science metrics

Summary of the purpose and results of OPERA Work Package 5 on 'Open Science Support'.

Open Science support (WP5 lead)

A dashboard that helps researchers at Erasmus University Rotterdam to visualise their research with that of the United Nation's (UN) Sustainable Development Goals (SDGs). Using a publicly available NLP model called ‘Bert-base-uncased’ that is fine-tuned on STS benchmark data, we calculate the 'Semantic Similarity' of an open access journal article with that of the UN description of each SDG. The dashboard offers possibilities to stimulate debate on the SDG tagging approaches, and foster pluralistic perspectives on the interpretations of SDGs. Transparent identification of research outputs and novel forms of data visualisation will encourage researchers to be more open, active and involved in contributing to the SDGs.

An answer to Open Science research analytics

Roberta will first present the kind of research questions that she tackles in her Science of Science research projects. Then she will discuss the shortcomings and research challenges due to the limited availability of scholarly data in areas not covered by ‘the systems’.

Towards a Science of Science: findings, challenges, and future directions

Welcome and OPERA's answer to "The Future of Open Research Analytics"

The European Commission answer to "The Future of Open Research Analytics"

Documenting and analyzing humanities and social sciences scholarship (WP2 lead)

An answer to documentation and analysis in SSH

National Open Science research analytics – Pilot based on Dimensions++ (WP3 lead)

Panel discussion "Infrastructure and Incentives"

OPERA aims at establishing open and advanced research analytics practices and systems at Danish universities and in the Danish landscape of research analytics stakeholders, addressing Open analytics data as well as Open metrics and Open systems, exploring how to measure Openness and how to improve the data and concepts for the analysis of Humanities, and bringing together leading Danish actors with global operators and experts, OPERA aims at aligning the Danish capacity with the best global level while catering to local and national preferences and needs.

[Ministry of Higher Education and Science | Danish Agency for Science and Higher Education](https://ufm.dk/en/the-ministry/organisation/danish-agency-for-science-and-higher-education) | [Visit the Programme](https://deffopera.dk/opera-conference-november-2020/) 