Literature DB >> 29104350

Vectors into the Future of Mass and Interpersonal Communication Research: Big Data, Social Media, and Computational Social Science.

Joseph N Cappella1.   

Abstract

Simultaneous developments in big data, social media, and computational social science have set the stage for how we think about and understand interpersonal and mass communication. This article explores some of the ways that these developments generate 4 hypothetical "vectors" - directions - into the next generation of communication research. These vectors include developments in network analysis, modeling interpersonal and social influence, recommendation systems, and the blurring of distinctions between interpersonal and mass audiences through narrowcasting and broadcasting. The methods and research in these arenas are occurring in areas outside the typical boundaries of the communication discipline but engage classic, substantive questions in mass and interpersonal communication.

Entities:  

Keywords:  big data; computational social science; merging mass and interpersonal communication; recommendation systems

Year:  2017        PMID: 29104350      PMCID: PMC5663313          DOI: 10.1111/hcre.12114

Source DB:  PubMed          Journal:  Hum Commun Res        ISSN: 0360-3989


  8 in total

Review 1.  Tailored and targeted health communication: strategies for enhancing information relevance.

Authors:  Matthew W Kreuter; Ricardo J Wray
Journal:  Am J Health Behav       Date:  2003 Nov-Dec

2.  The spread of behavior in an online social network experiment.

Authors:  Damon Centola
Journal:  Science       Date:  2010-09-03       Impact factor: 47.728

3.  The Social Origins of Networks and Diffusion.

Authors:  Damon Centola
Journal:  AJS       Date:  2015-03

4.  Effects of Online Comments on Smokers' Perception of Anti-Smoking Public Service Announcements.

Authors:  Rui Shi; Paul Messaris; Joseph N Cappella
Journal:  J Comput Mediat Commun       Date:  2014-07

5.  Selection and Transmission Processes for Information in the Emerging Media Environment: Psychological Motives and Message Characteristics.

Authors:  Joseph N Cappella; Hyun Suk Kim; Dolores Albarracín
Journal:  Media Psychol       Date:  2015-07-01

6.  Attracting Views and Going Viral: How Message Features and News-Sharing Channels Affect Health News Diffusion.

Authors:  Hyun Suk Kim
Journal:  J Commun       Date:  2015-05-14

7.  Social science. Computational social science.

Authors:  David Lazer; Alex Pentland; Lada Adamic; Sinan Aral; Albert-Laszlo Barabasi; Devon Brewer; Nicholas Christakis; Noshir Contractor; James Fowler; Myron Gutmann; Tony Jebara; Gary King; Michael Macy; Deb Roy; Marshall Van Alstyne
Journal:  Science       Date:  2009-02-06       Impact factor: 47.728

8.  The Critical Periphery in the Growth of Social Protests.

Authors:  Pablo Barberá; Ning Wang; Richard Bonneau; John T Jost; Jonathan Nagler; Joshua Tucker; Sandra González-Bailón
Journal:  PLoS One       Date:  2015-11-30       Impact factor: 3.240

  8 in total
  3 in total

1.  Toward an Aggregate, Implicit, and Dynamic Model of Norm Formation: Capturing Large-Scale Media Representations of Dynamic Descriptive Norms Through Automated and Crowdsourced Content Analysis.

Authors:  Jiaying Liu; Leeann Siegel; Laura A Gibson; Yoonsang Kim; Steven Binns; Sherry Emery; Robert C Hornik
Journal:  J Commun       Date:  2019-12-18

2.  Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them.

Authors:  Byron Reeves; Nilam Ram; Thomas N Robinson; James J Cummings; C Lee Giles; Jennifer Pan; Agnese Chiatti; M J Cho; Katie Roehrick; Xiao Yang; Anupriya Gagneja; Miriam Brinberg; Daniel Muise; Yingdan Lu; Mufan Luo; Andrew Fitzgerald; Leo Yeykelis
Journal:  Hum Comput Interact       Date:  2019-03-13       Impact factor: 4.750

Review 3.  Open Humans: A platform for participant-centered research and personal data exploration.

Authors:  Bastian Greshake Tzovaras; Misha Angrist; Kevin Arvai; Mairi Dulaney; Vero Estrada-Galiñanes; Beau Gunderson; Tim Head; Dana Lewis; Oded Nov; Orit Shaer; Athina Tzovara; Jason Bobe; Mad Price Ball
Journal:  Gigascience       Date:  2019-06-01       Impact factor: 6.524

  3 in total

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