Ten simple rules for responsible big data research
Publication Date
March 30, 2017
Authors
Matthew Zook, Solon Barocas, Danah Boyd, Kate Crawford, et al
Volume
13
Issue
3
Pages
e1005399
DOI
https://dx.plos.org/10.1371/journal.pcbi.1005399
Publisher URL
http://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.1005399
Scopus
85016754862
Mendeley
http://www.mendeley.com/research/ten-simple-rules-responsible-big-data-research-6
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Ten simple rules for responsible big data research", "authors"=>[{"first_name"=>"Matthew", "last_name"=>"Zook", "scopus_author_id"=>"6701534158"}, {"first_name"=>"Solon", "last_name"=>"Barocas", "scopus_author_id"=>"55509101400"}, {"first_name"=>"danah", "last_name"=>"boyd", "scopus_author_id"=>"7202871309"}, {"first_name"=>"Kate", "last_name"=>"Crawford", "scopus_author_id"=>"35306658100"}, {"first_name"=>"Emily", "last_name"=>"Keller", "scopus_author_id"=>"57193806869"}, {"first_name"=>"Seeta Peña", "last_name"=>"Gangadharan", "scopus_author_id"=>"57197821948"}, {"first_name"=>"Alyssa", "last_name"=>"Goodman", "scopus_author_id"=>"35268384500"}, {"first_name"=>"Rachelle", "last_name"=>"Hollander", "scopus_author_id"=>"7007072045"}, {"first_name"=>"Barbara A.", "last_name"=>"Koenig", "scopus_author_id"=>"18335935000"}, {"first_name"=>"Jacob", "last_name"=>"Metcalf", "scopus_author_id"=>"55587869000"}, {"first_name"=>"Arvind", "last_name"=>"Narayanan", "scopus_author_id"=>"14034426100"}, {"first_name"=>"Alondra", "last_name"=>"Nelson", "scopus_author_id"=>"55434430300"}, {"first_name"=>"Frank", "last_name"=>"Pasquale", "scopus_author_id"=>"24173723100"}], "year"=>2017, "source"=>"PLoS Computational Biology", "identifiers"=>{"doi"=>"10.1371/journal.pcbi.1005399", "pui"=>"615170970", "scopus"=>"2-s2.0-85016754862", "issn"=>"15537358", "pmid"=>"28358831", "sgr"=>"85016754862", "isbn"=>"1111111111"}, "id"=>"10cd6247-d17b-3e44-a1ed-c81b31a55cbd", "abstract"=>"The use of big data research methods has grown tremendously over the past five years in both academia and industry. As the size and complexity of available datasets has grown, so too have the ethical questions raised by big data research. These questions become increasingly urgent as data and research agendas move well beyond those typical of the computational and natural sciences, to more directly address sensitive aspects of human behavior, interaction, and health. The tools of big data research are increasingly woven into our daily lives, including mining digital medical records for scientific and economic insights, mapping relationships via social media, capturing individuals' speech and action via sensors, tracking movement across space, shaping police and security policy via ªpredictive policing,º and much more.", "link"=>"http://www.mendeley.com/research/ten-simple-rules-responsible-big-data-research-6", "reader_count"=>176, "reader_count_by_academic_status"=>{"Unspecified"=>7, "Professor > Associate Professor"=>12, "Librarian"=>4, "Researcher"=>49, "Student > Doctoral Student"=>12, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>2, "Student > Master"=>19, "Other"=>8, "Student > Bachelor"=>10, "Lecturer"=>4, "Lecturer > Senior Lecturer"=>4, "Professor"=>6}, "reader_count_by_user_role"=>{"Unspecified"=>7, "Professor > Associate Professor"=>12, "Librarian"=>4, "Researcher"=>49, "Student > Doctoral Student"=>12, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>2, "Student > Master"=>19, "Other"=>8, "Student > Bachelor"=>10, "Lecturer"=>4, "Lecturer > Senior Lecturer"=>4, "Professor"=>6}, "reader_count_by_subject_area"=>{"Unspecified"=>17, "Agricultural and Biological Sciences"=>15, "Arts and Humanities"=>3, "Philosophy"=>4, "Business, Management and Accounting"=>3, "Veterinary Science and Veterinary Medicine"=>1, "Chemistry"=>2, "Computer Science"=>30, "Economics, Econometrics and Finance"=>3, "Engineering"=>5, "Environmental Science"=>8, "Biochemistry, Genetics and Molecular Biology"=>13, "Nursing and Health Professions"=>2, "Mathematics"=>2, "Medicine and Dentistry"=>11, "Neuroscience"=>2, "Design"=>1, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Physics and Astronomy"=>2, "Psychology"=>5, "Social Sciences"=>41, "Immunology and Microbiology"=>1, "Linguistics"=>4}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>11}, "Social Sciences"=>{"Social Sciences"=>41}, "Physics and Astronomy"=>{"Physics and Astronomy"=>2}, "Psychology"=>{"Psychology"=>5}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>17}, "Environmental Science"=>{"Environmental Science"=>8}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>3}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>5}, "Chemistry"=>{"Chemistry"=>2}, "Neuroscience"=>{"Neuroscience"=>2}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>3}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>15}, "Computer Science"=>{"Computer Science"=>30}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>2}, "Linguistics"=>{"Linguistics"=>4}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>13}, "Philosophy"=>{"Philosophy"=>4}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>1}}, "reader_count_by_country"=>{"Greece"=>1, "Netherlands"=>2, "Czech Republic"=>1, "United States"=>5, "Luxembourg"=>2, "China"=>1, "Brazil"=>1, "United Kingdom"=>1, "Germany"=>1, "Spain"=>1}, "group_count"=>19}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/85016754862"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/85016754862?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85016754862&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85016754862&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/85016754862", "dc:identifier"=>"SCOPUS_ID:85016754862", "eid"=>"2-s2.0-85016754862", "dc:title"=>"Ten simple rules for responsible big data research", "dc:creator"=>"Zook M.", "prism:publicationName"=>"PLoS Computational Biology", "prism:issn"=>"1553734X", "prism:eIssn"=>"15537358", "prism:volume"=>"13", "prism:issueIdentifier"=>"3", "prism:pageRange"=>nil, "prism:coverDate"=>"2017-03-01", "prism:coverDisplayDate"=>"March 2017", "prism:doi"=>"10.1371/journal.pcbi.1005399", "citedby-count"=>"32", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University of Kentucky", "affiliation-city"=>"Lexington", "affiliation-country"=>"United States"}], "pubmed-id"=>"28358831", "prism:aggregationType"=>"Journal", "subtype"=>"ed", "subtypeDescription"=>"Editorial", "article-number"=>"e1005399", "source-id"=>"4000151810", "openaccess"=>"1", "openaccessFlag"=>true}

Twitter

Counter

  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"248", "xml_views"=>"5", "html_views"=>"3052"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"1337", "xml_views"=>"24", "html_views"=>"11997"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"264", "xml_views"=>"5", "html_views"=>"2619"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"174", "xml_views"=>"3", "html_views"=>"1756"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"175", "xml_views"=>"5", "html_views"=>"1780"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"194", "xml_views"=>"6", "html_views"=>"1103"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"324", "xml_views"=>"5", "html_views"=>"1281"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"322", "xml_views"=>"9", "html_views"=>"1823"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"257", "xml_views"=>"4", "html_views"=>"1815"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"158", "xml_views"=>"7", "html_views"=>"1782"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"285", "xml_views"=>"3", "html_views"=>"1719"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"271", "xml_views"=>"7", "html_views"=>"1205"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"240", "xml_views"=>"7", "html_views"=>"932"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"356", "xml_views"=>"12", "html_views"=>"1654"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"213", "xml_views"=>"8", "html_views"=>"1180"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"154", "xml_views"=>"6", "html_views"=>"577"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"232", "xml_views"=>"5", "html_views"=>"572"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"243", "xml_views"=>"4", "html_views"=>"674"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"422", "xml_views"=>"10", "html_views"=>"1198"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"252", "xml_views"=>"6", "html_views"=>"1038"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"299", "xml_views"=>"6", "html_views"=>"909"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"153", "xml_views"=>"0", "html_views"=>"737"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"251", "xml_views"=>"4", "html_views"=>"797"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"262", "xml_views"=>"5", "html_views"=>"842"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"284", "xml_views"=>"4", "html_views"=>"760"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"319", "xml_views"=>"3", "html_views"=>"691"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"363", "xml_views"=>"7", "html_views"=>"820"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"297", "xml_views"=>"3", "html_views"=>"519"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"291", "xml_views"=>"2", "html_views"=>"389"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"179", "xml_views"=>"0", "html_views"=>"253"}

PMC Usage Stats

  • {"unique-ip"=>"63", "full-text"=>"67", "pdf"=>"32", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"53", "full-text"=>"57", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"41", "full-text"=>"45", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"28", "full-text"=>"34", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"36", "full-text"=>"51", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"54", "full-text"=>"68", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"55", "full-text"=>"65", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"79", "full-text"=>"106", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"67", "full-text"=>"87", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"74", "full-text"=>"96", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"165", "full-text"=>"199", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"87", "full-text"=>"114", "pdf"=>"15", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"130", "full-text"=>"210", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"133", "full-text"=>"153", "pdf"=>"25", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"87", "full-text"=>"147", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"61", "full-text"=>"96", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"147", "full-text"=>"228", "pdf"=>"36", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"88", "full-text"=>"104", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"127", "full-text"=>"187", "pdf"=>"28", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"98", "full-text"=>"124", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"87", "full-text"=>"103", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"115", "full-text"=>"151", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"127", "full-text"=>"167", "pdf"=>"14", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"75", "full-text"=>"86", "pdf"=>"15", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"107", "full-text"=>"154", "pdf"=>"20", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
Loading … Spinner
There are currently no alerts