3 papers
cs.IR2025
Investigating the Association Between Text-Based Indications of Foodborne Illness from Yelp Reviews and New York City Health Inspection Outcomes (2023)
Eden Shaveet, Crystal Su, Daniel Hsu +1
Foodborne illnesses are gastrointestinal conditions caused by consuming contaminated food. Restaurants are critical venues to investigate outbreaks because they share sourcing, pre…
cs.CL2024
Interactive Machine Teaching by Labeling Rules and Instances
Giannis Karamanolakis, Daniel Hsu, Luis Gravano
Weakly supervised learning aims to reduce the cost of labeling data by using expert-designed labeling rules. However, existing methods require experts to design effective rules in…
cs.IR2024
Seasonality Patterns in 311-Reported Foodborne Illness Cases and Machine Learning-Identified Indications of Foodborne Illnesses from Yelp Reviews, New York City, 2022-2023
Eden Shaveet, Crystal Su, Daniel Hsu +1
Restaurants are critical venues at which to investigate foodborne illness outbreaks due to shared sourcing, preparation, and distribution of foods. Formal channels to report illnes…