Social and Behavioral Sciences Commons^™

Multiple Account Identity Deception Detection In Social Media Using Nonverbal Behavior, Michail Tsikerdekis, Sherali Zeadally

Information Science Faculty Publications

Identity deception has become an increasingly important issue in the social media environment. The case of

blocked users initiating new accounts, often called sockpuppetry, is widely known and past efforts, which have attempted to detect such users, have been primarily based on verbal behavior (e.g., using profile data or lexic al features in text). Although these methods yield a high detection accuracy rate, they are computationally inefficient for the social media environment, which often involves databases with large volumes of data. To date, little attention has been paid to detecting online decep- tion using nonverbal behavior. We present a detection …