More than a feeling: insights and information from a sentiment analysis study

Leonidas Papachristopoulos, G. Tsakonas
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引用次数: 0

Abstract

Conferences have gained a significant role within the scholarly communication ecosystem as they contribute to the immediate dissemination of scientific results and, also, to the professional socialization. LIBER’s Annual Conference constitutes one of the main channels of communication for the information professionals of the European research libraries. Each year, a parallel universe arises during the conference’s activities in the social media, especially in the micro blogging sphere of Twitter, where conference attendees express their opinions about trending topics, organizational aspects and conference talks. The current study proposes that the implementation of sentiment analysis to data generated on that sphere could be a useful decision-making tool for both the organizational committee and the host organization. By applying a sentiment analysis on 5,500 tweets regarding the LIBER 47th Annual Conference in Lille, France, we highlight the positive and negative aspects of the specific event as they were mentioned by Twitter users.
不仅仅是一种感觉:来自情感分析研究的见解和信息
会议在学术交流生态系统中发挥了重要作用,因为它们有助于科学成果的即时传播,也有助于专业社会化。LIBER年会是欧洲研究型图书馆信息专业人员交流的主要渠道之一。每年,在会议活动期间,社交媒体上都会出现一个平行宇宙,尤其是在Twitter的微博领域,与会者在这里表达他们对热门话题、组织方面和会议演讲的看法。目前的研究提出,对该领域产生的数据进行情感分析的实施可能是组织委员会和主办组织的有用决策工具。通过对法国里尔举行的LIBER第47届年会的5500条推文进行情绪分析,我们突出了推特用户提到的特定事件的积极和消极方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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