Stodden to deliver keynote on reproducibility at IEEE Data Science Workshop

Associate Professor Victoria Stodden will be a keynote speaker at the 2018 IEEE Data Science Workshop, which will be held June 4-6 in Lausanne, Switzerland. The workshop will bring together researchers from the academic disciplines of data science, including signal processing, statistics, machine learning, data mining, and computer science, along with industry experts from fields such as personalized health and medicine, earth and environmental science, applied physics, finance and economics, and intelligent manufacturing. 

Stodden will give the keynote, "Reproducibility and Generalizability in Data-enabled Discovery."

Abstract: As computation becomes central to scientific research and discovery – bringing us the field of Data Science – new questions arise regarding the implementation, dissemination, and evaluation of methods that underlie scientific claims. I present a framework for conceptualizing the affordances that support Data Science including computational reproducibility, transparency, and generalizability of findings. For example, reproducibility in computational research can be interpreted most narrowly as a simple trace of computational steps that generate scientific findings, and most expansively as an entirely independent implementation of an experiment that tests the same hypothesis as previously published work. Standards for determining a scientific finding are necessarily adapting to computationally- and data-enabled research.  Finally, the social context for these innovations raises important questions regarding incentives to engage in new research practices and the ethics of these practices themselves.

Stodden's research addresses a wide range of topics, including standards of openness for data and code sharing, legal and policy barriers to disseminating reproducible research, robustness in replicated findings, cyberinfrastructure to enable reproducibility, and scientific publishing practices. She serves as an associate editor for reproducibility for the Journal of the American Statistical Society and serves on the National Academy of Sciences (NAS) Committee on Reproducibility and Replicability in Science and the NAS Roundtable on Data Science Postsecondary Education.

At Illinois, she holds affiliate appointments at the National Center for Supercomputing Applications (NCSA), College of Law, Department of Statistics, and Department of Computer Science. Stodden earned both her PhD in statistics and her law degree from Stanford University.

Updated on
Backto the news archive

Related News

Santos honored by Illinois State Comptroller

Professor and Dean Eunice E. Santos was named a 2024 Women's History Month Honoree by the Illinois Office of Comptroller. She was recognized at a ceremony hosted by Illinois Comptroller Susana Mendoza on March 21 in Springfield. At the Women's History Month celebration, Santos and three other women trailblazers were honored for their achievements and contributions to the community.

Eunice Santos

Comics Connection

Associate professor Carol Tilley on Wonder Woman, public libraries vs. drugstores, and our very visual culture.

Carol Tilley in her office surrounded by comics

Book co-edited by Dahlen recognized by ChLA

A book edited by Associate Professor Sarah Park Dahlen and Ebony Elizabeth Thomas, associate professor in the University of Michigan's Marsal Family School of Education, has received the Children's Literature Association (ChLA) Edited Book Award. The annual award recognizes the contributions of an outstanding edited collection of essays to children's literature history, scholarship, and criticism. 

Sarah Park Dahlen

Smith authors paper for newly relaunched ARIST

A paper by Professor Emerita Linda C. Smith, "Reviews and Reviewing: Approaches to Research Synthesis," is one of seven papers included in the relaunch of the Annual Review of Information Science and Technology (ARIST), a collection of peer-reviewed, comprehensive, and systematic reviews on topics relevant to information science.

Linda C. Smith