English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Zendy Plus

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Zendy Tools

Zendy Open

The use of Shiny in research publications is investigated. From theappearance of this popular web application framework for R through to 2018, ithas been utilised in many diverse research areas. While it can be shown thatthe complexity of Shiny applications is limited by the background architecture,and real security concerns exist for novice app developers, the collaborativebenefits are worth attention from the wider research community. Shinysimplifies the use of complex methodologies for users of differentspecialities, at the level of proficiency appropriate for the end user. Thisenables a diverse community of users to interact efficiently, utilisingcutting-edge methodologies. The literature reviewed demonstrates that complexmethodologies can be put into practice without the necessity for investment inprofessional training. It would appear that Shiny opens up concurrent benefitsin communication between those who analyse data and those in other disciplines,thereby potentially enriching research through this technology.

Six Years of Shiny in Research -- Collaborative Development of Web Tools in R