The 2023 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining
For more than a century, social networks have been studied in a variety of disciplines including sociology, anthropology, psychology,
and economics. The Internet, the social Web, and other large-scale, socio-technological infrastructures have triggered a growing interest and significant methodological
advancements in social network analysis and mining. Method development in graph theory, statistics, data mining and machine learning, and statistical mechanics is inspired by
new research problems and, in turn, opens up further possibilities for application. These spiraling trends have led to a rising prominence of social network analysis and mining
methods and tools in academia, politics, security, and business.
The international conference series on Advances in Social Network Analysis and Mining (ASONAM 2023) 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 2023 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 The conference solicits empirical, experimental, methodological, and theoretical research reporting original and unpublished results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 | |