In the Cumulative Advantage(CA) model, which is one of the most fundamental approaches to understand the mechanism of citation dynamics, papers receive citations depending on how much they have been already cited. On the other hand, a substantial effect not included in CA is that some surprising discoveries suddenly acquire citations after a long time from publishing. This phenomenon is known as Sleeping Beauty(SB). Since disrupting discoveries need long-time discussion by the research community to accept, SBs can capture innovative findings and reveal the nature of disruptive scientific knowledge production. To research SBs citation burst mechanism, bibliometricians consider the existence of the Prince(PR) for each SBs, which can be the trigger of SBs awakeness. For example, the discovery of Green Fluorescent Protein(GFP), which got Nobel prize in chemistry, had been overlooked for 30 years until Chalfie and Tsien, who also received the prize, developed a method to use GFP as a marker protein in genetic engineering. However, how does Chalfies and Tsiens research relight the hidden knowledge in the research community? If we can clarify such a mechanism rediscovering from nearly nothing, it can be helpful in science support and policy decision-making. This study proposes a Storyteller that focuses on the connection between SB and PR before SB gets citation burst by co-citation. PR is found to be the paper awakening SB in retrospect, but it is not easy to detect it as the trigger of SBs awakeness at the time of PR submission. We named the papers which co-cites SB and PR before the citation burst of SB as Storyteller(ST) and analyze (1) how ST contributes to broadening the novelty of SB&PR connections and (2) how much ST leads the citation burst after awakening.
翻译:累积优势模型(CA)是理解引用动态机制的最根本方法之一,在累积优势模型(CA)中,论文根据已经引用的次数而得到引用。另一方面,CA没有包括的显著效果是,一些令人惊讶的发现在出版很久后突然获得引用。这种现象被称为睡眠美人(SB) 。由于破坏发现需要研究界长期讨论才能接受,SBs可以捕捉创新发现,并揭示破坏性科学知识生产的性质。为了研究SBs引用爆破机制(1),二分数测量师认为每个SBs都存在王子(PR),而这可以成为SBs觉醒的触发点。例如,在获得化学奖项的Green Fluoright Protein(GP)的发现30年来一直被忽略,直到Crufie和Tsien获得奖项后,SB可以开发一种方法,在遗传工程中将GFPS作为标记的蛋白质蛋白质。然而,Cfriendies和Tiens研究如何在研究界的隐藏知识,而不是在研究界之间?如果我们能够澄清S-B的S-Ral的S-Ral的连接,这个机制在S-S-Creal的S-Crecial成为S的焦点,我们在S。我们如何研究中找到一个名为S-ral的S。