RecGaze Dataset - Public Version

Abstract

The RecGaze dataset is the first comprehensive feedback dataset on carousels that includes eye tracking results, clicks, cursor movements, and selection explanations. The dataset comprises of interactions from 3 movie selection tasks with 40 different carousel interfaces per user. In total, 87 users and 3,477 interactions are logged. Public Dataset download contains: Summary Feedback Dataframe (summary_feedback.csv) - All the feedback (fixations, clicks, cursor movements) data gathered during the movie selection screens Click Feedback Dataframe (click_feedback.csv) - Summary dataframe, primarily for click modeling and other Recommender usages, that only contains the last movie selection click per user, screen pair. Item Features Dataframe (item_features.csv) - Contains all the information for the movies used to create the carousel screens along with extra data that was not used for the study. User Features Dataframe (user_features.csv) - Contains all the information gathered from the users during the pre-survey, post-survey, and post-selection screens (selection explanations). A more detailed description of all the files and their contents (along with supplementary material) can be found in the GitHub.