Data mining techniques in social media: A survey

MN Injadat, F Salo, AB Nassif - Neurocomputing, 2016 - Elsevier
Today, the use of social networks is growing ceaselessly and rapidly. More alarming is the
fact that these networks have become a substantial pool for unstructured data that belong to …

A survey towards an integration of big data analytics to big insights for value-creation

MK Saggi, S Jain - Information Processing & Management, 2018 - Elsevier
Abstract Big Data Analytics (BDA) is increasingly becoming a trending practice that
generates an enormous amount of data and provides a new opportunity that is helpful in …

Social media identity deception detection: a survey

A Alharbi, H Dong, X Yi, Z Tari, I Khalil - ACM computing surveys (CSUR), 2021 - dl.acm.org
Social media have been growing rapidly and become essential elements of many people's
lives. Meanwhile, social media have also come to be a popular source for identity deception …

Fame for sale: Efficient detection of fake Twitter followers

S Cresci, R Di Pietro, M Petrocchi, A Spognardi… - Decision Support …, 2015 - Elsevier
Fake followers are those Twitter accounts specifically created to inflate the number of
followers of a target account. Fake followers are dangerous for the social platform and …

Cashtag piggybacking: Uncovering spam and bot activity in stock microblogs on Twitter

S Cresci, F Lillo, D Regoli, S Tardelli… - ACM Transactions on the …, 2019 - dl.acm.org
Microblogs are increasingly exploited for predicting prices and traded volumes of stocks in
financial markets. However, it has been demonstrated that much of the content shared in …

Predictive analysis on Twitter: Techniques and applications

U Kursuncu, M Gaur, U Lokala, K Thirunarayan… - … research challenges and …, 2019 - Springer
Predictive analysis of social media data has attracted considerable attention from the
research community as well as the business world because of the essential and actionable …

An empirical study on the susceptibility to social engineering in social networking sites: the case of Facebook

A Algarni, Y Xu, T Chan - European Journal of Information Systems, 2017 - Taylor & Francis
Research suggests that social engineering attacks pose a significant security risk, with
social networking sites (SNSs) being the most common source of these attacks. Recent …

The dark side of social networking sites: Understanding phishing risks

M Silic, A Back - Computers in Human Behavior, 2016 - Elsevier
Abstract LinkedIn, with over 1.5 million Groups, has become a popular place for business
employees to create private groups to exchange information and communicate. Recent …

Discouraging abusive behavior in privacy-preserving online social networking applications

Á García-Recuero - Proceedings of the 25th international conference …, 2016 - dl.acm.org
In this position paper we present the challenge of detecting abuse in a modern Online Social
Network (OSN) while balancing data utility and privacy, with the goal of limiting the amount …

User characterization for online social networks

T Tuna, E Akbas, A Aksoy, MA Canbaz… - Social Network Analysis …, 2016 - Springer
Online social network analysis has attracted great attention with a vast number of users
sharing information and availability of APIs that help to crawl online social network data. In …