Applications of link prediction in social networks: A review

NN Daud, SH Ab Hamid, M Saadoon, F Sahran… - Journal of Network and …, 2020 - Elsevier
Link prediction methods anticipate the likelihood of a future connection between two nodes
in a given network. The methods are essential in social networks to infer social interactions …

Link prediction in social networks: the state-of-the-art

P Wang, BW Xu, YR Wu, XY Zhou - arXiv preprint arXiv:1411.5118, 2014 - arxiv.org
In social networks, link prediction predicts missing links in current networks and new or
dissolution links in future networks, is important for mining and analyzing the evolution of …

A systemic analysis of link prediction in social network

S Haghani, MR Keyvanpour - Artificial Intelligence Review, 2019 - Springer
Link prediction is an important task in data mining, which has widespread applications in
social network research. Given a social network, the objective of this task is to predict future …

Exploiting behaviors of communities of twitter users for link prediction

J Valverde-Rebaza, A de Andrade Lopes - Social Network Analysis and …, 2013 - Springer
Currently, online social networks and social media have become increasingly popular
showing an exponential growth. This fact have attracted increasing research interest and, in …

A survey of link prediction in social networks

MA Hasan, MJ Zaki - Social network data analytics, 2011 - Springer
Link prediction is an important task for analying social networks which also has applications
in other domains like, information retrieval, bioinformatics and e-commerce. There exist a …

CNDP: Link prediction based on common neighbors degree penalization

S Rafiee, C Salavati, A Abdollahpouri - Physica A: Statistical Mechanics …, 2020 - Elsevier
In social network analysis, link prediction is a fundamental tool to determine new
relationships among users which are most likely to occur in the future. Link prediction by …

Link prediction methods and their accuracy for different social networks and network metrics

F Gao, K Musial, C Cooper, S Tsoka - Scientific programming, 2015 - Wiley Online Library
Currently, we are experiencing a rapid growth of the number of social‐based online
systems. The availability of the vast amounts of data gathered in those systems brings new …

Computationally efficient link prediction in a variety of social networks

M Fire, L Tenenboim-Chekina, R Puzis… - ACM Transactions on …, 2014 - dl.acm.org
Online social networking sites have become increasingly popular over the last few years. As
a result, new interdisciplinary research directions have emerged in which social network …

Towards time-aware link prediction in evolving social networks

T Tylenda, R Angelova, S Bedathur - … of the 3rd workshop on social …, 2009 - dl.acm.org
Prediction of links-both new as well as recurring-in a social network representing
interactions between individuals is an important problem. In the recent years, there is …

[HTML][HTML] Similarity-based link prediction in social networks using latent relationships between the users

A Zareie, R Sakellariou - Scientific Reports, 2020 - nature.com
Social network analysis has recently attracted lots of attention among researchers due to its
wide applicability in capturing social interactions. Link prediction, related to the likelihood of …