GSTDTAP  > 资源环境科学
DOI10.1038/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
ISSN2041-1723
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
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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
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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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