[BOOK][B] Big data, little data, no data: Scholarship in the networked world

CL Borgman - 2017 - books.google.com
An examination of the uses of data within a changing knowledge infrastructure, offering
analysis and case studies from the sciences, social sciences, and humanities.“Big Data” is …

The conundrum of sharing research data

CL Borgman - Journal of the American Society for Information …, 2012 - Wiley Online Library
We must all accept that science is data and that data are science, and thus provide for, and
justify the need for the support of, much‐improved data curation.(Hanson, Sugden, & …

If we share data, will anyone use them? Data sharing and reuse in the long tail of science and technology

JC Wallis, E Rolando, CL Borgman - PloS one, 2013 - journals.plos.org
Research on practices to share and reuse data will inform the design of infrastructure to
support data collection, management, and discovery in the long tail of science and …

Science friction: Data, metadata, and collaboration

PN Edwards, MS Mayernik… - Social studies of …, 2011 - journals.sagepub.com
When scientists from two or more disciplines work together on related problems, they often
face what we call 'science friction'. As science becomes more data-driven, collaborative, and …

Uses and reuses of scientific data: The data creators' advantage

IV Pasquetto, CL Borgman, MF Wofford - 2019 - hdsr.mitpress.mit.edu
Open access to data, as a core principle of open science, is predicated on assumptions that
scientific data can be reused by other researchers. We test those assumptions by asking …

Who's got the data? Interdependencies in science and technology collaborations

CL Borgman, JC Wallis, MS Mayernik - Computer Supported Cooperative …, 2012 - Springer
Science and technology always have been interdependent, but never more so than with
today's highly instrumented data collection practices. We report on a long-term study of …

Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation

Y Hu, Z Gui, J Wang, M Li - International Journal of Geographical …, 2022 - Taylor & Francis
Maps in the form of digital images are widely available in geoportals, Web pages, and other
data sources. The metadata of map images, such as spatial extents and place names, are …

Disentangling knowledge production and data production

KS Baker, MS Mayernik - Ecosphere, 2020 - Wiley Online Library
With today's increasing attention to open science and open data, knowledge production and
data production have significant impacts on both research and policy arenas. We scrutinize …

Advanced technologies and data management practices in environmental science: Lessons from academia

RR Hernandez, MS Mayernik, ML Murphy-Mariscal… - …, 2012 - academic.oup.com
Environmental scientists are increasing their capitalization on advancements in technology,
computation, and data management. However, the extent of that capitalization is unknown …

Data, data use, and scientific inquiry: Two case studies of data practices

LA Wynholds, JC Wallis, CL Borgman… - Proceedings of the 12th …, 2012 - dl.acm.org
Data are proliferating far faster than they can be captured, managed, or stored. What types of
data are most likely to be used and reused, by whom, and for what purposes? Answers to …