Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1038/s41467-017-00904-x |
Accelerating dynamics of collective attention | |
Lorenz-Spreen, Philipp1,2; Monsted, Bjarke Morch3; Hoevel, Philipp1,4; Lehmann, Sune3,5 | |
2019-04-15 | |
发表期刊 | NATURE COMMUNICATIONS
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ISSN | 2041-1723 |
出版年 | 2019 |
卷号 | 10 |
文章类型 | Article |
语种 | 英语 |
国家 | Germany; Denmark; Ireland |
英文摘要 | With news pushed to smart phones in real time and social media reactions spreading across the globe in seconds, the public discussion can appear accelerated and temporally fragmented. In longitudinal datasets across various domains, covering multiple decades, we find increasing gradients and shortened periods in the trajectories of how cultural items receive collective attention. Is this the inevitable conclusion of the way information is disseminated and consumed? Our findings support this hypothesis. Using a simple mathematical model of topics competing for finite collective attention, we are able to explain the empirical data remarkably well. Our modeling suggests that the accelerating ups and downs of popular content are driven by increasing production and consumption of content, resulting in a more rapid exhaustion of limited attention resources. In the interplay with competition for novelty, this causes growing turnover rates and individual topics receiving shorter intervals of collective attention. |
领域 | 资源环境 |
收录类别 | SCI-E |
WOS记录号 | WOS:000464494100028 |
WOS关键词 | SELF-ORGANIZED CRITICALITY |
WOS类目 | Multidisciplinary Sciences |
WOS研究方向 | Science & Technology - Other Topics |
URL | 查看原文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/203494 |
专题 | 资源环境科学 |
作者单位 | 1.Tech Univ Berlin, Inst Theoret Phys, Hardenbergstr 36, D-10623 Berlin, Germany; 2.Max Planck Inst Human Dev, Ctr Adapt Rational, Lentzeallee 94, D-14195 Berlin, Germany; 3.Tech Univ Denmark, Dept Appl Math & Comp Sci, DK-2800 Lyngby, Denmark; 4.Univ Coll Cork, Sch Math Sci, Western Rd, Cork T12 XF62, Ireland; 5.Univ Copenhagen, Ctr Social Data Sci, Oster Farimagsgade 5, DK-1353 Copenhagen K, Denmark |
推荐引用方式 GB/T 7714 | Lorenz-Spreen, Philipp,Monsted, Bjarke Morch,Hoevel, Philipp,et al. Accelerating dynamics of collective attention[J]. NATURE COMMUNICATIONS,2019,10. |
APA | Lorenz-Spreen, Philipp,Monsted, Bjarke Morch,Hoevel, Philipp,&Lehmann, Sune.(2019).Accelerating dynamics of collective attention.NATURE COMMUNICATIONS,10. |
MLA | Lorenz-Spreen, Philipp,et al."Accelerating dynamics of collective attention".NATURE COMMUNICATIONS 10(2019). |
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