Information Is Not a Virus, and Other Consequences of Human Cognitive Limits

The many decisions that people make about what to pay attention to online shape the spread of information in online social networks. Due to the constraints of available time and cognitive resources, the ease of discovery strongly impacts how people allocate their attention to social media content. A...

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Main Author: Kristina Lerman
Format: Article
Language:English
Published: MDPI AG 2016-05-01
Series:Future Internet
Subjects:
Online Access:http://www.mdpi.com/1999-5903/8/2/21
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spelling doaj-23d016908042431b8a69c7aea06f994b2020-11-24T23:19:38ZengMDPI AGFuture Internet1999-59032016-05-01822110.3390/fi8020021fi8020021Information Is Not a Virus, and Other Consequences of Human Cognitive LimitsKristina Lerman0Information Science Institute, University of Southern California, Marina del Rey, CA 90292, USAThe many decisions that people make about what to pay attention to online shape the spread of information in online social networks. Due to the constraints of available time and cognitive resources, the ease of discovery strongly impacts how people allocate their attention to social media content. As a consequence, the position of information in an individual’s social feed, as well as explicit social signals about its popularity, determine whether it will be seen, and the likelihood that it will be shared with followers. Accounting for these cognitive limits simplifies mechanics of information diffusion in online social networks and explains puzzling empirical observations: (i) information generally fails to spread in social media and (ii) highly connected people are less likely to re-share information. Studies of information diffusion on different social media platforms reviewed here suggest that the interplay between human cognitive limits and network structure differentiates the spread of information from other social contagions, such as the spread of a virus through a population.http://www.mdpi.com/1999-5903/8/2/21social contagioninformation diffusionsocial media
collection DOAJ
language English
format Article
sources DOAJ
author Kristina Lerman
spellingShingle Kristina Lerman
Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
Future Internet
social contagion
information diffusion
social media
author_facet Kristina Lerman
author_sort Kristina Lerman
title Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
title_short Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
title_full Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
title_fullStr Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
title_full_unstemmed Information Is Not a Virus, and Other Consequences of Human Cognitive Limits
title_sort information is not a virus, and other consequences of human cognitive limits
publisher MDPI AG
series Future Internet
issn 1999-5903
publishDate 2016-05-01
description The many decisions that people make about what to pay attention to online shape the spread of information in online social networks. Due to the constraints of available time and cognitive resources, the ease of discovery strongly impacts how people allocate their attention to social media content. As a consequence, the position of information in an individual’s social feed, as well as explicit social signals about its popularity, determine whether it will be seen, and the likelihood that it will be shared with followers. Accounting for these cognitive limits simplifies mechanics of information diffusion in online social networks and explains puzzling empirical observations: (i) information generally fails to spread in social media and (ii) highly connected people are less likely to re-share information. Studies of information diffusion on different social media platforms reviewed here suggest that the interplay between human cognitive limits and network structure differentiates the spread of information from other social contagions, such as the spread of a virus through a population.
topic social contagion
information diffusion
social media
url http://www.mdpi.com/1999-5903/8/2/21
work_keys_str_mv AT kristinalerman informationisnotavirusandotherconsequencesofhumancognitivelimits
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