Submissions to the workshop should have both a strong data grounding and novel theoretical or methodological approaches. ACUMEN will discuss open questions, research goals, results and future works in the following (but not limited to) topics:
– Human performance in social systems including games, forums and experiments;
– Temporal networks and dynamics of social interactions;
– Analysis and detection of characteristic patterns in social networks;
– Community structure and collective behavior;
– Information propagation and behavioral diffusion;
– Data mining and machine learning for high-dimensional social network data;
– Statistical and causal inference methodologies;
– Detecting, modeling and simulating dynamics on and of social networks;
– Real-world applications in social networks;
– Data-driven and theoretical approaches to detection of influential spreaders;
– Link prediction and missing data recovery in social networks;
– Anomaly and change-point detection in social systems.