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However, although the amount of published data continues to grow and terms such as <jats:italic>data deluge<\/jats:italic> and <jats:italic>big data<\/jats:italic> today characterize numerous (research) initiatives, much work is still needed in the direction of publishing data in order to make them effectively discoverable, available, and reusable by others. Several barriers hinder data publishing, from lack of attribution and rewards, vague citation practices, and quality issues to a rather general lack of a data\u2010sharing culture. Lately, data journals have overcome some of these barriers. In this study of more than 100 currently existing data journals, we describe the approaches they promote for data set description, availability, citation, quality, and open access. We close by identifying ways to expand and strengthen the data journals approach as a means to promote data set access and exploitation.<\/jats:p>","DOI":"10.1002\/asi.23358","type":"journal-article","created":{"date-parts":[[2015,1,30]],"date-time":"2015-01-30T07:19:38Z","timestamp":1422602378000},"page":"1747-1762","source":"Crossref","is-referenced-by-count":104,"title":["Data journals: A survey"],"prefix":"10.1002","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7279-2727","authenticated-orcid":false,"given":"Leonardo","family":"Candela","sequence":"first","affiliation":[{"name":"Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d Italian National Research Council  via G. Moruzzi, 1 Pisa 56124 Italy"}]},{"given":"Donatella","family":"Castelli","sequence":"additional","affiliation":[{"name":"Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d Italian National Research Council  via G. 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