Social media users share their ideas, thoughts, and emotions with other users. However, it is not clear how online users would respond to new research outcomes. This study aims to predict the nature of the emotions expressed by Twitter users toward scientific publications. Additionally, we investigate what features of the research articles help in such prediction. Identifying the sentiments of research articles on social media will help scientists gauge a new societal impact of their research articles.
翻译:社会媒体用户与其他用户分享他们的想法、想法和情感。 然而,不清楚网络用户将如何回应新的研究成果。 这项研究旨在预测推特用户对科学出版物表达的情绪的性质。 此外,我们调查研究文章的哪些特点有助于这种预测。 确定社会媒体研究文章的情绪将有助于科学家衡量其研究文章的新的社会影响。