Emotions & Influence in Social Networks
Social networks shape our mood, emotions, and behavior. New unobtrusive sensing techniques (wearable sensors, mobile phones, social media), allow us to study these social dynamics in the real world with unprecedented detail, complementing old methods like lab studies and surveys. We discovered that while some behaviors spread on social networks like a virus (you catch the blues from your friends), other behaviors work in the opposite direction, where our behavior changes to complement the behavior of others. Moreover, our individual personality traits affect how these processes work. These findings inform potential interventions designed to improve societal well-being.
Scientific writings
A. Alshamsi, F. Pianesi, B. Lepri, A. Pentland, and I. Rahwan (2016). Network Diversity and Affect Dynamics: The Role of Personality Traits. PLOS ONE, 11(4), e0152358.
A. Alshamsi, F. Pianesi, B. Lepri, A. Pentland, and I. Rahwan (2015). Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence. PLOS ONE 10(8), e0135740.
A. Alshamsi, E. Awad, M. Almehrezi, V. Babushkin, P.J. Chang, Z. Shoroye, A.P. Tóth, and I. Rahwan (2015). Misery loves company: happiness and communication in the city. EPJ Data Science. 4(1), pp.1-12.