35 citations · 105 across the 8 of their papers we have counts for
8 papers
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
Li Shi, Redoan Rahman, Esther Melamed +3
This paper applies eXplainable Artificial Intelligence (XAI) methods to investigate the socioeconomic disparities in COVID patient mortality. An Extreme Gradient Boosting (XGBoost)…
True or false? Cognitive load when reading COVID-19 news headlines: an eye-tracking study
Li Shi, Nilavra Bhattacharya, Anubrata Das +1
Misinformation is an important topic in the Information Retrieval (IR) context and has implications for both system-centered and user-centered IR. While it has been established tha…
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims
Li Shi, Nilavra Bhattacharya, Anubrata Das +2
We conducted a lab-based eye-tracking study to investigate how the interactivity of an AI-powered fact-checking system affects user interactions, such as dwell time, attention, and…
Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks
Nilavra Bhattacharya, Somnath Rakshit, Jacek Gwizdka +1
We propose an image-classification method to predict the perceived-relevance of text documents from eye-movements. An eye-tracking study was conducted where participants read short…
Relating Eye-Tracking Measures With Changes In Knowledge on Search Tasks
Nilavra Bhattacharya, Jacek Gwizdka
We conducted an eye-tracking study where 30 participants performed searches on the web. We measured their topical knowledge before and after each task. Their eye-fixations were lab…
Distribution of Cognitive Load in Web Search
Jacek Gwizdka
The search task and the system both affect the demand on cognitive resources during information search. In some situations, the demands may become too high for a person. This artic…
What a Difference a Tag Cloud Makes: Effects of Tasks and Cognitive Abilities on Search Results Interface Use
Jacek Gwizdka
The goal of this study is to expand our understanding of the relationships between selected tasks, cognitive abilities and search result interfaces. The underlying objective is to…
Assessing Cognitive Load on Web Search Tasks
Jacek Gwizdka
Assessing cognitive load on web search is useful for characterizing search system features and search tasks with respect to their demands on the searcher's mental effort. It is als…