Models of influence in online social networks

K AlFalahi, Y Atif, A Abraham - International journal of …, 2014 - Wiley Online Library
Online social networks gained their popularity from relationships users can build with each
other. These social ties play an important role in asserting users' behaviors in a social …

An empirical comparison of influence measurements for social network analysis

K Almgren, J Lee - Social Network Analysis and Mining, 2016 - Springer
The studying of social influence can be used to understand and solve many complicated
problems in social network analysis such as predicting influential users. This paper focuses …

[HTML][HTML] Influence analysis: A survey of the state-of-the-art

M Han, Y Li - Mathematical Foundations of Computing, 2018 - aimsciences.org
Online social networks have seen an exponential growth in number of users and activities
recently. The rapid proliferation of online social networks provides rich data and infinite …

An efficient two-phase model for computing influential nodes in social networks using social actions

M Azaouzi, LB Romdhane - Journal of Computer Science and Technology, 2018 - Springer
The measurement of influence in social networks has received a lot of attention in the data
mining community. Influence maximization refers to the process of finding influential users …

Social influence modeling using information theory in mobile social networks

S Peng, A Yang, L Cao, S Yu, D Xie - Information Sciences, 2017 - Elsevier
Social influence analysis has become one of the most important technologies in modern
information and service industries. Thus, how to measure social influence of one user on …

A novel approach to online social influence maximization

W Xu, Z Lu, W Wu, Z Chen - Social Network Analysis and Mining, 2014 - Springer
Online social networks are becoming a true growth point of Internet. As individuals
constantly desire to interact with each other, the ability for Internet to deliver this networking …

How to measure influence in social networks?

AC Ribeiro, B Azevedo, J Oliveira e Sá… - … Conference on Research …, 2020 - Springer
Today, social networks are a valued resource of social data that can be used to understand
the interactions among people and communities. People can influence or be influenced by …

A survey of models and algorithms for social influence analysis

J Sun, J Tang - Social network data analytics, 2011 - Springer
Social influence is the behavioral change of a person because of the perceived relationship
with other people, organizations and society in general. Social influence has been a widely …

[PDF][PDF] Identifying influencers in social networks

K Dave, R Bhatt, V Varma - … of the 5th International Conference on …, 2011 - researchgate.net
The central idea in designing various marketing strategies for online social networks is to
identify the influencers in the network. The influential individuals induce “word-of-mouth” …

Influence propagation and maximization for heterogeneous social networks

CT Li, SD Lin, MK Shan - … of the 21st international conference on world …, 2012 - dl.acm.org
Influence propagation and maximization is a well-studied problem in social network mining.
However, most of the previous works focus only on homogeneous social networks where …