Impact of user influence on information multi-step communication in a micro-blog

User influence is generally considered as one of the most critical factors that affect information cascading spreading. Based on this common assumption, this paper proposes a theoretical model to examine user influence on the information multi-step communication in a micro-biog. The multi-steps of i...

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Published in:Chinese physics B 2014-06, Vol.23 (6), p.5-12
Main Author: 吴越 胡勇 何小海 邓垦
Format: Article
Language:English
Subjects:
Cascading
Construction
Information dissemination
Least squares method
Mathematical analysis
Mathematical models
信息
偏最小二乘
博客
多步
数据收集
构建模型
用户
结构方程
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description User influence is generally considered as one of the most critical factors that affect information cascading spreading. Based on this common assumption, this paper proposes a theoretical model to examine user influence on the information multi-step communication in a micro-biog. The multi-steps of information communication are divided into first-step and non-first-step, and user influence is classified into five dimensions. Actual data from the Sina micro-blog is collected to construct the model by means of an approach based on structural equations that uses the Partial Least Squares （PLS） technique. Our experimental results indicate that the dimensions of the number of fans and their authority significantly impact the information of first-step conxrnunication. Leader rank has a positive impact on both first-step and non-first-step communication. Moreover, global centrality and weight of friends are positively related to the information non-first-step communication, but authority is found to have much less relation to it.
doi_str_mv 10.1088/1674-1056/23/6/060101
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subjects Cascading
Construction
Information dissemination
Least squares method
Mathematical analysis
Mathematical models
信息
偏最小二乘
博客
多步
数据收集
构建模型
用户
结构方程
title Impact of user influence on information multi-step communication in a micro-blog
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