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Sep, 2016
基于表示学习的社交媒体信息可信度评估
ICE: Information Credibility Evaluation on Social Media via Representation Learning
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Qiang Liu, Shu Wu, Feng Yu, Liang Wang, Tieniu Tan
TL;DR
本研究提出了一种新的信息可信度评估方法(ICE),采用表示学习建模社交媒体上用户的可信度、行为类型、时间属性和评论态度,以及机器学习方法区分谣言和非谣言,并在Sina微博数据集上取得了比现有方法更好的实验效果。
Abstract
With the rapid growth of
social media
,
rumors
are also spreading widely on
social media
and bring harm to people's daily life. Nowadays, <
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