In the first half of this year we’ve been talking to our community about post-publication changes and Crossmark. When a piece of research is published it isn’t the end of the journey—it is read, reused, and sometimes modified. That’s why we run Crossmark, as a way to provide notifications of important changes to research made after publication. Readers can see if the resesarch they are looking at has updates by clicking the Crossmark logo.
We’re happy to note that this month, we are marking five years since Crossref launched its Grant Linking System. The Grant Linking System (GLS) started life as a joint community effort to create ‘grant identifiers’ and support the needs of funders in the scholarly communications infrastructure.
The system includes a funder-designed metadata schema and a unique link for each award which enables connections with millions of research outputs, better reporting on the research and outcomes of funding, and a contribution to open science infrastructure.
In our previous blog post about metadata matching, we discussed what it is and why we need it (tl;dr: to discover more relationships within the scholarly record). Here, we will describe some basic matching-related terminology and the components of a matching process. We will also pose some typical product questions to consider when developing or integrating matching solutions.
Basic terminology Metadata matching is a high-level concept, with many different problems falling into this category.
Update 2024-07-01: This post is based on an interview with Euan Adie, founder and director of Overton._
What is Overton? Overton is a big database of government policy documents, also including sources like intergovernmental organizations, think tanks, and big NGOs and in general anyone who’s trying to influence a government policy maker. What we’re interested in is basically, taking all the good parts of the scholarly record and applying some of that to the policy world.
The ‘research nexus’ is the vision to which we aspire:
A rich and reusable open network of relationships connecting research organizations, people, things, and actions; a scholarly record that the global community can build on forever, for the benefit of society.
The research nexus goes beyond the basic idea of just having persistent identifiers for content. Objects and entities such as journal articles, book chapters, grants, preprints, data, software, statements, dissertations, protocols, affiliations, contributors, etc. should all be identified and that is still an important part of the picture. But what is most important is how they relate to each other and the context in which they make up the whole research ecosystem.
The foundation of the research nexus is metadata; the richer and more comprehensive the metadata in Crossref records, the more value there is for our members and for others, including for future generations.
Crossref Research Nexus Vision
Metadata and relationships between research objects and entities can support the whole scholarly research ecosystem in many ways, including:
Research integrity: helping to provide signals about the trustworthiness of the work including provenance information such as who funded it (when and for how much), which organizations and people contributed what, whether something was updated or corrected, and whether it was checked for originality. All of these signals can be expressed through Crossref metadata.
Reproducibility: helping others to reproduce outcomes by adding relationships between literature, data, software, protocols and methods, and more. All of these relationships can be asserted through members’ ongoing stewardship of their Crossref metadata records.
Reporting and assessment: helping organizations such as universities, funders, governments, to track and demonstrate the outcomes of investment; provide benchmarking information; show compliance with funder mandates; and decide what other research to fund. This kind of information can be included in Crossref metadata.
Discoverability: helping people and systems identify work through multiple angles. Registering content with Crossref makes it possible for work to be found and used. Thousands of systems use Crossref metadata, therefore the richer the records are, the more visibility there is likely to be of your work. Including metadata like abstracts and references are very simple ways to increase the visibility of your records.
The importance of relationships
A big part of the research nexus is establishing connections between and among different research objects which establishes provenance over time. Adding relationships to your metadata records can convey much richer and more nuanced connections beyond traditional references.
These relationships may consist of versions, corrections, translations, data, formats, supplements, and components. There are no extra fees for including relationships in your metadata.
What types of resources and records can be registered with Crossref?
We are working to make our input schema more flexible so that almost any type of object can be registered and distributed openly through Crossref. At the moment, members tend to register the following:
Conference proceedings: information about a single conference and records for each conference paper/proceeding.
Datasets: includes database records or collections.
Dissertations: includes single dissertations and theses, but not collections.
Grants: includes both direct funding and other types of support such as the use of equipment and facilities.
Journals and articles: at the journal title and article level, and includes supplemental materials as components.
Peer reviews: any number of reviews, reports, or comments attached to any other work that has been registered with Crossref.
Pending publications: a temporary placeholder record with minimal metadata, often used for embargoed work where a DOI needs to be shared before the full content is made available online.
Preprints and posted content: includes preprints, eprints, working papers, reports, and other types of content that has been posted but not formally published.