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ACUMEN 2017 : Data Science for Human Performance in Social Networks


When Nov 18, 2017 - Nov 18, 2017
Where ICDM17, New Orleans, USA
Submission Deadline Aug 7, 2017
Notification Due Sep 7, 2017
Final Version Due Sep 15, 2017
Categories    network science   data science   data mining   social science

Call For Papers

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.

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