While traditional closed captions represent the spoken part of a video, important content may not be expressed, to the detriment of audiences who depend on captions to understand the material being presented. With the increasing reliance on videos in online learning, this becomes even more problematic. A new collaborative project being led by Assistant Professor Yun Huang will focus on explanatory captions, which give insight into a video's visual and audio content as well as the spoken word. Her project, "Advancing STEM Online Learning by Augmenting Accessibility with Explanatory Captions and AI," has received a three-year $526,006 grant (totaling $849,994 with two collaborators at Gallaudet University and University at Notre Dame) from the National Science Foundation (NSF).

Assistant Professor JooYoung Seo has been selected as an Emerging Scholar by the International Society of the Learning Sciences (ISLS), which is dedicated to the empirical investigation of learning in real-world settings and the use of technology-facilitated learning. Funded by the Wallace Foundation, the Emerging Scholars Program elevates and supports the work of scholars from marginalized and underrepresented groups whose research focuses on "addressing educational injustices through the research methodologies and/or topics under study." 

The HathiTrust Research Center (HTRC), cohosted by the iSchool at Illinois and the Luddy School of Informatics at Indiana University, has received a $325,000 Digital Humanities Advancement Grant from the National Endowment for the Humanities. One of 15 awarded nationwide, this grant will support the development of a new set of visualizations, analytical tools, and infrastructure to enable users to interact more directly with the rich data extracted from the HathiTrust Digital Library’s collection of more than 17.5 million digitized volumes.

Associate Professor Jingrui He has been awarded a two-year, $149,921 grant from the National Science Foundation (NSF) to improve the performance of deep learning models. For her project, "Weakly Supervised Graph Neural Networks," she will focus on the lack of labeled data in Graph Neural Networks (GNNs), a deep learning method designed to perform inference on data described by graphs.

Members of Associate Professor Dong Wang's research group, the Social Sensing Lab, will present papers at the 2021 IEEE International Conference on Big Data (IEEE BigData 2021), which will be held virtually from December 15-18.

In addition to killing insects and weeds, pesticides can be toxic to the environment and harmful to human health. A new project led by Associate Professor Dong Wang and Huichun Zhang, Frank H. Neff Professor of Civil Engineering at Case Western Reserve University, will help scientists mitigate the environmental and ecological risks of pollutants such as pesticides and develop remediation strategies for cleaner water, soil, and air. The researchers have received a three-year, $402,773 National Science Foundation (NSF) grant for their project, "Machine Learning Modeling for the Reactivity of Organic Contaminants in Engineered and Natural Environments."

Several iSchool researchers participated in the recent Misinformation Research Symposium, which was hosted by the Center for Social and Behavioral Science and sponsored by the Center for Advanced Study, Interdisciplinary Health Sciences Institute, and National Center for Supercomputing Applications. The goals of the symposium were to help connect misinformation research on campus, foster interdisciplinary teams interested in collaborating on external submissions, and learn more about the needs of existing and emerging research groups on campus. 

A new book on information policy includes chapters by Professor Emeritus Alistair Black and Associate Professor and Interim Associate Dean for Academic Affairs Emily Knox. Research Handbook on Information Policy, edited by Alistair S. Duff, was recently published by Edward Elgar Publishing. The handbook covers topics such as the history and future of information policy, freedom of information and expression, intellectual property, and information inequality.

BS/IS student Hanyu (Zella) Zhao learned about pop culture and data analytics through her work on the undergraduate research project, Analysis on Rolling Stone Magazine Covers. Professor Michael Twidale mentored her during the project, in which a team of undergraduates created a database of celebrities who appeared on the magazine cover from 1967 to 2021.

A new project led by Assistant Professor Matthew Turk is among the napari plugin projects that have recently received support from the Chan Zuckerberg Initiative (CZI) in its effort to advance bioimaging technologies. Visiting Research Scientist Christopher Havlin will serve as co-principal investigator on the project, "Enabling Access To Multi-resolution Data."