کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
973634 1480120 2016 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Breaking news dissemination in the media via propagation behavior based on complex network theory
ترجمه فارسی عنوان
انتشار اخبار فوری در رسانه ها از طریق رفتار تبلیغاتی مبتنی بر نظریه شبکه پیچیده
کلمات کلیدی
شبکه پیچیده؛ انتشار اطلاعات؛ رفتار تبلیغاتی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی


• Breaking news diffusion is studied through propagation features quantitatively.
• Combining statistical physics and network theory to analyze news spreading process.
• The propagation network is established to realize the in-depth analysis.
• A new indicator based on complex network is built to describe the feature of nodes.
• Analysis of breaking news diffusion improves information propagation control.

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 453, 1 July 2016, Pages 44–54
نویسندگان
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