Information Propagation Prediction Based on Key Users Authentication in Microblogging

المؤلفون المشاركون

Yu, Miao
Zhang, Yongzheng
Zang, Tianning
Wang, Yipeng
Wang, Yijing

المصدر

Security and Communication Networks

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-7، 7ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-02-06

دولة النشر

مصر

عدد الصفحات

7

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

In microblogging, key users are a significant factor for information propagation.

Key users can affect information propagation size while retweeting the information.

In this paper, to predict information propagation, we propose a novel linear model based on key users authentication.

This model mines key users to dynamically improve the linear model while predicting information propagation.

So our model can not only predict information propagation but also mine key users.

Experimental results show that our model can achieve remarkable efficiency on predicting information propagation problem in real microblogging networks.

At the same time, our model can find the key users who affect information propagation.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Yu, Miao& Zhang, Yongzheng& Zang, Tianning& Wang, Yipeng& Wang, Yijing. 2018. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1214313

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Yu, Miao…[et al.]. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks No. 2018 (2018), pp.1-7.
https://search.emarefa.net/detail/BIM-1214313

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Yu, Miao& Zhang, Yongzheng& Zang, Tianning& Wang, Yipeng& Wang, Yijing. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1214313

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1214313