Coko Open Science – achieving FAIR data : Collaborative Knowledge Foundation

“The European Commission has identified the opportunity to save €10.2 billion per year by using FAIR data (Findable, Accessible, Interoperable, Reusable). As policies begin to emerge requiring FAIR data, it’s timely to consider the open infrastructure needed to make embed FAIRness into the research and research communication workflows and outputs.  

Coko recently received a grant from the Sloan Foundation to build DataSeer, an web service that uses Natural Language Processing to identify and call out datasets associated with research articles. Datasets are often not explicitly identified, let alone made FAIR and accessible. The first step is knowing how many datasets were used in a body of work. DataSeer “reads” documents and finds mentions of dataset creation and use. Based on the context, DataSeer can offer recommendations to curate, deposit, add metadata too, or otherwise better handle datasets. DataSeer can fit into the workflows of researchers, publishers, aggregators, funders, and institutions….

Before FAIR compliance can be assessed, the full range of datasets associated with a research project must first be identified. There are often ‘hidden’ datasets mentioned in the text that are included among the ‘official’ outputs. DataSeer finds these mentions and help  to authors to identify and share all of the datasets involved in their work. …”

Open data: growing pains | Research Information

“In its latest State of Open Data survey, Figshare revealed that a hefty 64 per cent of respondents made their data openly available in 2018.

The percentage, up four per cent from last year and seven per cent from 2016, indicates a healthy awareness of open data and for Daniel Hook, chief executive of Figshare’s parent company, Digital Science, it spells good news….

For example, the majority of respondents – 63 per cent – support national mandates for open data, an eight  per cent rise from 2017. And, at the same time, nearly half of the respondents – 46 per cent – reckon data citations motivate them to make data openly available. This figure is up seven per cent from last year….

Yet, amid the data-sharing success stories, myriad worries remain. Top of the pile is the potential for data misuse….

Inappropriate sharing of data is another key concern….

Results indicated that a mighty 58 per cent of respondents felt they do not receive sufficient credit for sharing data, while only nine per cent felt they do….

Coko recently won funding from the Sloan Foundation to build DataSeer, an online service that will use Natural Language Processing to identify datasets that are associated with a particular article. …”