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Support for data citation through a URI referencing the data was thought to be essential.
However, many data repositories, including DSpace-SPECTRa, allow multiple files to be associated with a single deposition and will assign these collections a single DOI, as is usually adequate for data citation.
Whereas previously the motivations for researchers and industrial organizations to share data were lacking, the initial impacts of the DataCite framework for data citation on the utilization of the European Commission materials database hosted at https://odin.jrc.ec.europa.eu are suggestive of a sea-change in data sharing and reuse.
Indexing and cataloging services eg for data citation or discovery would be able to directly use this information without further processing, whereas agents wishing to mine the data itself or incorporate it into a database or collection would be able to immediately assess whether the record is of interest and accordingly whether to continue to the information or processing layer in order to do so.
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DataCite have developed unique data-oriented features and services such as the DataCite metadata schema which have been optimised for the act of data citation, following the first four articles of the Joint Declaration of Data Citation Principles (previously the Amsterdam Manifesto) [10].
One of the topics of open data is an approach towards data citation, for example, appending the digital object identifier (DOI) to data.
One way to allow data producers to get credit for this is through data citation.
Using the tool, the user can generate a complete data citation for their tabular dataset.
Before implementing DOIs for research data collections, institutions will benefit from considering policy and related technical implementation issues, in addition to a strategy for communication with researchers to encourage data citation.
The first major complication that data citation faces is the need for deep citation.
Automation of the data citation compilation process, as is the case for articles, will enable data citations to become a more common practice.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com