Breaking news dissemination in the media via propagation behavior based on complex network theory

التفاصيل البيبلوغرافية
العنوان: Breaking news dissemination in the media via propagation behavior based on complex network theory
المؤلفون: Huajiao Li, Xiaoqing Hao, Nairong Liu, Haizhong An, Xiangyun Gao
المصدر: Physica A: Statistical Mechanics and its Applications. 453:44-54
بيانات النشر: Elsevier BV, 2016.
سنة النشر: 2016
مصطلحات موضوعية: Statistics and Probability, business.industry, Computer science, Event (computing), Node (networking), media_common.quotation_subject, Information Dissemination, Complex network, Condensed Matter Physics, Public opinion, 01 natural sciences, Data science, 010305 fluids & plasmas, Digital media, Originality, 0103 physical sciences, 010306 general physics, business, Set (psychology), media_common
الوصف: The diffusion of breaking news largely relies on propagation behaviors in the media. The tremendous and intricate propagation relationships in the media form a complex network. An improved understanding of breaking news diffusion characteristics can be obtained through the complex network research. Drawing on the news data of Bohai Gulf oil spill event from June 2011 to May 2014, we constructed a weighted and directed complex network in which media are set as nodes, the propagation relationships as edges and the propagation times as the weight of the edges. The primary results show (1) the propagation network presents small world feature, which means relations among media are close and breaking news originating from any node can spread rapidly; (2) traditional media and official websites are the typical sources for news propagation, while business portals are news collectors and spreaders; (3) the propagation network is assortative and the group of core media facilities the spread of breaking news faster; (4) for online media, news originality factor become less important to propagation behaviors. This study offers a new insight to explore information dissemination from the perspective of statistical physics and is beneficial for utilizing the public opinion in a positive way.
تدمد: 0378-4371
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_________::324973e5268ad6e11bfb8ba16e4611ceTest
https://doi.org/10.1016/j.physa.2016.02.046Test
حقوق: CLOSED
رقم الانضمام: edsair.doi...........324973e5268ad6e11bfb8ba16e4611ce
قاعدة البيانات: OpenAIRE