Journal article Open Access

Data Journals: A Survey

Candela, Leonardo; Castelli, Donatella; Manghi, Paolo; Tani, Alice


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    "description": "<p>Data occupy a key role in our information society. However, although the amount of published data continues to grow and terms such as <em>data deluge</em> and <em>big data</em> 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-sharing 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.</p>", 
    "license": {
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    "title": "Data Journals: A Survey", 
    "journal": {
      "year": "2015", 
      "title": "Journal of the Association for Information Science and Technology"
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    "keywords": [
      "Data Publishing", 
      "Data Documentation", 
      "Data Availability", 
      "Data Citation", 
      "Data Quality", 
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    "publication_date": "2015-01-30", 
    "creators": [
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        "affiliation": "Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d, Italian National Research Council", 
        "name": "Candela, Leonardo"
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        "affiliation": "Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d, Italian National Research Council", 
        "name": "Castelli, Donatella"
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        "affiliation": "Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d, Italian National Research Council", 
        "name": "Manghi, Paolo"
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        "affiliation": "Istituto di Scienza e Tecnologie dell'Informazione \u201cA. Faedo,\u201d, Italian National Research Council", 
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