Social, Cultural, and Behavioral Modeling: 15th International Conference, SBP-BRiMS 2022, Pittsburgh, PA, USA, September 20-23, 2022, Proceedings

This book presents the proceedings of the 15th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2022, which was held in Pittsburgh, PA, USA, in September 2022. It includes 25 full papers selected from 50 submissions, covering topics such as computer science, psychology, sociology, communication science, public health, bioinformatics, political science, and organizational science. Computational methods used include machine learning, language technology, social network analysis, agent-based simulation, and statistics.

Format: Paperback / softback
Length: 270 pages
Publication date: 18 September 2022
Publisher: Springer International Publishing AG

The 15th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2022, was held in Pittsburgh, PA, USA, in September 2022. This book encompasses the proceedings of the conference, featuring 25 full papers that were meticulously reviewed and selected from a pool of 50 submissions. The papers were organized into topical sections, including computer science, psychology, sociology, communication science, public health, bioinformatics, political science, and organizational science. A wide range of computational methods were employed, encompassing machine learning, language technology, social network analysis and visualization, agent-based simulation, and statistics.

The conference aimed to bring together researchers and practitioners from diverse fields to explore the latest advancements in social, cultural, and behavioral modeling. The papers presented covered a wide range of topics, reflecting the interdisciplinary nature of the field.

One of the key themes of the conference was the use of computational methods to analyze and understand complex social systems. Machine learning, in particular, played a significant role in this endeavor, as it allowed researchers to analyze large datasets and identify patterns and relationships that would have been difficult to detect manually. Language technology was also used to analyze text data, such as social media posts and news articles, to understand the language used by individuals and communities and how it shapes their behavior.

Social network analysis and visualization were also important tools for understanding social interactions and behaviors. By mapping social networks and visualizing the relationships between individuals, researchers could identify key influencers and patterns of behavior that could inform policy and intervention strategies. Agent-based simulation was used to model complex systems, such as social networks and economic markets, and to study the behavior of individuals and groups in response to different environmental conditions.

Another theme of the conference was the application of social, cultural, and behavioral modeling to public health and healthcare. By understanding the social and cultural factors that influence health outcomes, researchers could develop targeted interventions and policies to improve health equity and reduce health disparities. For example, studies have shown that social isolation and loneliness can have negative effects on mental health, and interventions that promote social connections and community engagement have been shown to improve mental well-being.

In conclusion, the 15th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2022, was a successful event that brought together researchers and practitioners from around the world to explore the latest advancements in social, cultural, and behavioral modeling. The conference highlighted the importance of interdisciplinary research and the use of computational methods to analyze and understand complex social systems. The papers presented provided valuable insights into a wide range of topics, and the conference proceedings will be of great interest to researchers and practitioners in the field.

Weight: 444g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031171130
Edition number: 1st ed. 2022