注意力网络的社区：为altmetrics引入定性和会话观点
Communities of attention networks: introducing qualitative and conversational perspectives for altmetrics
摘要：
我们建议分析Twitter上科学论文分享的推荐和传播水平，以了解围绕论文的社区的互动，并开发“关注网络社区”（CAN）。本文对Mancini & Halpern（2002）撰写的论文“肥胖的药理学治疗”进行了试点案例研究，该论文对评价抗肥胖治疗和衍生药理学药物的疗效的标准进行了广泛的综述。altmetric数据是从Altmetric.com收集的，每个tweeter的描述信息是从他们的Twitter个人资料中提取的。这些数据进行了分析与微观分析在线数据的角度来研究围绕这一焦点文件的CAN的形成及其形成的背景。研究的文章收到了来自134个不同用户的736条推文，总共有超过459，018名粉丝，传播率（67.26%）和推荐率（28.53%）都很高。用户的bios信息分析谁分享文章表明，个人资料集中在个人问题和强大的公民和政治参与。国家政治舞台上的个人专业和机构推特经常在推文中被提及。在分析推文的内容时，我们注意到，该论文的altmetric评分是其作为在线行动主义资源和数字宣传工具的战略使用的结果，用于动员利益相关者进行宣传和支持活动。本研究及其所引入的语境和网络视角，可能有助于利用altmetrics来理解出版物的社会影响。
英文摘要：
We propose to analyze the level of recommendation and spreading in the sharing of scientific papers on Twitter to understand the interactions of communities around papers and to develop the "Community of Attention Network" (CAN). In this paper, a pilot case study was conducted for the paper 'Pharmacological Treatment of Obesity' authored by Mancini & Halpern (2002), an extensive review of the criteria for evaluating the efficacy of anti-obesity treatments and derived pharmacological agents. The altmetric data was collected from Altmetric.com and the description information for each tweeter was extracted from their Twitter profiles. The data were analyzed with Microanalysis Of Online Data perspective to investigate the formation of a CAN around this focal paper and the context of its formation. The studied article received 736 tweets from 134 different users with a combined exposure of more than 459,018 followers and a high level of spreading (67.26%) and recommendation (28.53%). The user's bios information analysis of who shares the article indicate individual profiles focused on personal issues and strong civic and political engagement. Personal-professional and institutional tweeters of the national political scene are often mentioned in the tweets. In analyzing the content of the tweets, we note that the altmetric score of the paper is a result of its strategic use as an online activism resource and a digital advocacy tool used to mobilize stakeholders for awareness and support activities. This study and the contextual and network perspective it introduces may help to understand the social impact of publications by using altmetrics.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
