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Understanding Social Perception, Interactions, and Safety Aspects of Sidewalk Delivery Robots Using Sentiment Analysis
May 3, 2024, 4:15 a.m. | Yuchen Du, Tho V. Le
cs.CL updates on arXiv.org arxiv.org
Abstract: This article presents a comprehensive sentiment analysis (SA) of comments on YouTube videos related to Sidewalk Delivery Robots (SDRs). We manually annotated the collected YouTube comments with three sentiment labels: negative (0), positive (1), and neutral (2). We then constructed models for text sentiment classification and tested the models' performance on both binary and ternary classification tasks in terms of accuracy, precision, recall, and F1 score. Our results indicate that, in binary classification tasks, the …
abstract analysis article arxiv cs.ai cs.cl cs.hc cs.lg cs.ro delivery delivery robots interactions labels negative perception positive robots safety sentiment sentiment analysis sidewalk delivery robots social type understanding videos youtube
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