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Posts tagged ‘Big Data’

Editor’s Note: Content in this post is courtesy of Stephanie Hernandez McGavin via Shared BigData-Gateway

A team of Purdue University researchers is among the seven fellowship teams selected for the first class of the Collaborative Archive Data Research Environment (CADRE) Fellows.

These seven fellowship teams span across disciplines and offer compelling research that incorporates big data and bibliometrics. Each fellow team will access CADRE’s Web of Science (WoS) and Microsoft Academic Graph (MAG) datasets to achieve their research goals.

Purdue University members of the first class of CADRE Fellows, L to R: Michael Witt, Loran Carleton Parker, and Ann Bessenbacher

The three-member Purdue University team will work on the project, “Utilizing Data Citation for Aggregating, Contextualizing, and Engaging with Research Data in STEM Education Research.” The researchers are:

  • Michael Witt, associate professor of library science, Purdue Libraries and School of Information Studies, Purdue University,
  • Loran Carleton Parker, associate director and senior evaluation and research associate, Evaluation Learning Research Center (ELRC), College of Education, Purdue University, and
  • Ann Bessenbacher, research associate and data scientist (ELRC), STEMEd HUB, Purdue University.

Per the description of their project: “Researchers will characterize citation of data from the literature in the field of STEM education research. A sample of relevant publication venues in the field will be identified from WoS and MAG. Digital Object Identifiers (DOIs) of datasets registered with DataCite will be used to query and associate datasets with publications. The team will assess rates of citation for datasets that are cited using DataCite DOIs for each publication venue and analyze a sample of data citations and publications to determine suitability for providing an initial context to help a researcher who is unfamiliar with the data determine whether to use the dataset.”

The other six teams and their CADRE research projects are listed at https://blogs.libraries.indiana.edu/sbd-gateway/2019/07/18/cadre-first-fellows/.

The Fellows will present their research at the International Society for Scientometrics and Informetrics (ISSI) 2019 Conference in Rome at either the workshop or tutorial that CADRE is hosting on Sept. 2.

Not only will these fellows show how CADRE helped advance their work, but they will also serve as integral use cases for how the CADRE platform is developed to suit the needs of every type of academic researcher.

Made Possible in Part by IMLS

The Shared BigData Gateway for Research Libraries (SBD-G) is a two-year Institute of Museum and Library Services-funded project to develop, seed, and maintain a cloud-based, extendable cyberinfrastructure for sharing large academic library data resources with a growing community of scholars.

SBD-G will achieve this through its platform, the Collaborative Archive & Data Research Environment (CADRE).

For more information, visit https://blogs.libraries.indiana.edu/sbd-gateway/2018/09/27/hello-world/.

“Critical Data Studies is an emerging interdisciplinary field that addresses the ethical, legal, sociocultural, epistemological, and political aspects of data science, big data, and digital infrastructure.”

Virginia Eubanks, associate professor of political science at the University of Albany, SUNY, at Purdue Feb. 13. Eubanks' talk was part of the Critical Data Studies (CDS) lecture series and the University's Ideas Festival for Purdue University Sesquicentennial Celebration. Eubanks is the author of “Automating Inequality: How High-Tech Tools Profile, Police and Punish the Poor” and “Digital Dead End: Fighting for Social Justice in the Information Age.” She also co-edited with Alethia Jones “Ain’t Nobody Turn Me Around: Forty Years of Movement Building with Barbara Smith.” Her writing about technology and social justice has appeared in Scientific American, The Nation, Harper’s and Wired.

Virginia Eubanks, associate professor of political science at the University of Albany, SUNY, speaking at Purdue Feb. 13. Eubanks’ talk was part of the Critical Data Studies (CDS) Distinguished Lecture Series, as well as the University’s Ideas Festival, the centerpiece of the Giant Leaps Sesquicentennial Campaign. Eubanks is the author of “Automating Inequality: How High-Tech Tools Profile, Police and Punish the Poor” and “Digital Dead End: Fighting for Social Justice in the Information Age.” Her writing about technology and social justice has appeared in Scientific American, The Nation, Harper’s and Wired. In October 2018, the CDS Distinguished Lectures Series and Ideas Festival featured Dr. Safiya Noble, critically acclaimed author of “Algorithms of Oppression.”

There is a great deal of talk about data-driven research and “Big Data” at Purdue and, in general, in the business and education sectors across the U.S. For example, through the University’s Integrated Data Science Initiative (IDSI) launched this year, Purdue researchers aim to be at the “forefront of advancing data science-enabled research and education by tightly coupling theory, discovery, and applications while providing students with an integrated, data science-fluent campus ecosystem.”

There is growing acknowledgement across sectors that reliance on automated and data-driven decision-making, ubiquitous data collection, and the networked nature of daily life has profoundly impacted human relationships, trust in public institutions, and power imbalances across societies.

Critical Data Studies at Purdue

Purdue Libraries and School of Information Studies faculty members Kendall Roark (left), Bethany McGowan (center), Danielle Walker (right).

Purdue Libraries and School of Information Studies faculty members who are part of the Critical Data Studies Collaborative at Purdue: Kendall Roark (left), Bethany McGowan (center), Danielle Walker (right).

The Critical Data Studies Collaborative at Purdue is a multidisciplinary community that seeks to create opportunities for dialogue about the ethical, legal, sociocultural, epistemological, and political aspects of data science, big data, and digital infrastructure by providing a space to share work and expertise; promote student, trainee, and faculty learning; and collaborate on new research and learning initiatives.

During the 2018-2019 academic year, the CDS Collective launched the inaugural Critical Data Studies Distinguished Lecture Series, Fall (Safiya Noble, Oct. 3) & Spring (Virginia Eubanks, Feb. 13); and the monthly Open Seminar Series. Beginning 2019-2020, the collaborative will launch a Critical Data Studies Cohort of the Data Mine Learning Community in collaboration with faculty and postdocs affiliated with the Purdue Honors College, Purdue University Libraries and School of Information Studies, African American Studies, and the Department of Anthropology.

To learn more, visit http://tinyurl.com/critdatastudies.


Purdue Libraries and School of Information Studies Assistant Professor Bethany McGowan, part of the Critical Data Studies Collective, helped introduce Virginia Eubanks when she spoke at Purdue Feb. 13.

Purdue Libraries and School of Information Studies Assistant Professor Bethany McGowan, part of the Critical Data Studies Collective, helped introduce Virginia Eubanks when she spoke at Purdue Feb. 13.

Critical Data Studies Spring 2019 Events Calendar

  • Spring Kickoff Meet and Greet
    12:30-2 p.m. Wednesday, Feb. 27: CDS Seminar Series and Digital Humanities Studio
    Humanities, Social Science, and Education (HSSE) Library, first floor (Periodical Reading Room)
  • CDS Seminar Series—Power: Technology, Ethics, and Social Justice in the Classroom Roundtable
    2-3 p.m. Friday, March 29, Swaim Conference Room, fourth floor, HSSE Library
  • CDS Seminar Series—Power: Critical Political Ecologies Roundtable
    2-3 p.m. Friday, April 26, Swaim Conference Room, fourth floor, HSSE Library