The international conference series on Advances in Social Network Analysis and Mining (ASONAM 2022) provides an interdisciplinary venue that brings together researchers and practitioners from a broad variety of fields to promote collaborations and exchange of ideas and practices. ASONAM 2022 is intended to address important aspects with a specific focus on emerging trends and industry needs. The conference solicits empirical, experimental, methodological, and theoretical research reporting original and unpublished results on social network analysis and mining along with applications.
Techniques | Problems | Application domains |
---|---|---|
Data collection and quality | Centrality and roles | Attributed networks |
Big data and scalability | Community detection | Online and offline social networks |
Deep learning and embeddings | Link prediction | Multirelational, multidimensional, multi-aspect, multilayer networks |
Statistical learning | Information diffusion | Feature-rich networks |
Algorithms and techniques | Influence propagation | Time-evolving networks |
Visualization | Anomaly detection | Probabilistic networks |
Modeling and simulation | Network macro structures | Semantic networks |
Explainable network analysis | Network evolution | Social geography and spatial Networks |
Emergence | Social, cultural, and cyber anthropology | |
Privacy and security | Policy impact and analysis | |
Collective behavior | Networks in biology and ecology | |
Crowd sourcing | Digital Humanities | |
Social Recommender Systems | ||
Misinformation and Misbehavior Analysis and Detection | ||
Reputation and Trust in Social Networks | ||
Fairness Bias and Transparency in Social Media |