School of Information Sciences

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

iSchool researchers present at CSCW 2025

Several faculty, students, and recent grads will present their research at the 28th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2025), which will be held October 18–22 in Bergen, Norway. The online portion of the conference will be held on October 10. 

iSchool faculty and staff present at AISLE annual conference

Join the iSchool for the Association of Illinois School Library Educators (AISLE) annual conference, held October 5–7 at the I Hotel and Conference Center in Champaign, Illinois. The theme for the conference is “Libraries Build Connections.”

Downie appointed executive associate dean

The iSchool is pleased to announce that Professor J. Stephen Downie has been appointed executive associate dean. In this role, he will work closely with Interim Dean Emily Knox to realize the iSchool's strategic goals and objectives. He also will provide leadership for the internal administration of the School, coordinate the work of associate deans and assigned staff, and facilitate faculty affairs.

Stephen Downie

Join the iSchool at the 2025 ALISE annual conference

Join iSchool faculty, staff, and students for the annual conference of the Association for Library and Information Science Education (ALISE), which will take place from October 6–8 in Kansas City, Missouri. The theme of the 2025 conference is "Decolonising Pedagogies: Agency, Identity, Practices."

School of Information Sciences

501 E. Daniel St.

MC-493

Champaign, IL

61820-6211

Voice: (217) 333-3280

Fax: (217) 244-3302

Email: ischool@illinois.edu

Back to top