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Search engines harvest the content of open access repositories, constructing a database of worldwide, free of charge available research. [1] [2] [3] Data repositories are the cornerstone for FAIR (findable, accessible, interoperable and reusable) data practices and are used expeditiously within the scientific community. [4]
They will usually focus on the primary data sources, not on the entire range of observations or measurements done for the purpose of the research: "Identifying what are "the data" associated with any individual article, conference paper, book, or other publication is often difficult [as] investigators collect data continually."
Furthermore, some programs are only partly free (for example, accessing abstracts or a small number of items), whereas complete access is prohibited (login or institutional subscription required). The "Size" column denotes the number of documents (articles, publications, datasets, preprints) rather than the number of citations or references.
It is intended to provide a common source of data to the research community and the data about Research Resource Identifiers , which can be used in scientific publications. After starting as a pilot of two journals in 2014, by 2022 over 1,000 journals have been using them and over half a million RRIDs have been quoted in the scientific ...
Project's website with data information Reviewed source with links to data sources [377] Farsightsecurity Website with technical information, reports, and more about security topics. This data is not pre-processed Technical information, research, reports. [378] Schneier Website with academic papers about security topics. This data is not pre ...
Common examples of secondary research include textbooks, encyclopedias, news articles, review articles, and meta analyses. [2] [3] When conducting secondary research, authors may draw data from published academic papers, government documents, statistical databases, and historical records. [1] [4]
For example, the UK Data Service enables users to deposit data collections and re-share these for research purposes. publishing a data paper about the dataset, which may be published as a preprint, in a regular journal, or in a data journal that is dedicated to supporting data papers. The data may be hosted by the journal or hosted separately ...
Open research aims to make both research methods and the resulting data freely available, often via the internet, in order to support reproducibility and, potentially, massively distributed research collaboration. In this regard, it is related to both open source software and citizen science.