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Advances in Social Networks Analysis and Mining: Proceedings of the 16th International Conference on Advances in Social Networks Analysis and Mining - ASONAM 2024 Volume 2 [Hardback]

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  • Formāts: Hardback, 433 pages, height x width: 235x155 mm, 104 Illustrations, color; 18 Illustrations, black and white; XVI, 433 p. 122 illus., 104 illus. in color., 1 Hardback
  • Sērija : Lecture Notes in Social Networks
  • Izdošanas datums: 11-Jun-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031853857
  • ISBN-13: 9783031853852
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  • Formāts: Hardback, 433 pages, height x width: 235x155 mm, 104 Illustrations, color; 18 Illustrations, black and white; XVI, 433 p. 122 illus., 104 illus. in color., 1 Hardback
  • Sērija : Lecture Notes in Social Networks
  • Izdošanas datums: 11-Jun-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031853857
  • ISBN-13: 9783031853852
Citas grāmatas par šo tēmu:
This book explores the evolution of social network analysis and mining (SNAM), a field that originated in social and business communities but has expanded significantly in recent years. The rise of online social platforms, email logs, phone records, and instant messaging systems has driven the development of advanced techniques for analyzing social networks, drawing heavily on graph theory and machine learning.





As the Web increasingly becomes a social medium, it fosters human interaction, the sharing of experiences and knowledge, and the formation and evolution of communities. This transformation has amplified the importance of SNAM in fields such as academia, politics, homeland security, and business, where understanding the complex relationships between networked actors is crucial.





This volume presents a comprehensive collection of cutting-edge research and developments in SNAM, offering a valuable resource for researchers and practitioners seeking to deepen their understanding of social networks and their applications.
Data Veracity Analysis in Social Medias A review.- Route
Recommendation for Healthcare by Reducing Approach Bias as a Food Desire.-
Visual and Textual Analysis of the Online Anti-Feminicide Movement in Mexico:
A Narrative Network Approach.- Using Social Network Analysis to Analyze
Eye-tracking Behavior Data in the Area of Education Science.- Empirical study
of the Sardex network.- A Novel Network Dataset Based on Football Players'
Co-Appearances.- Predicting the Role of Temozolomide Drug in Glioma By
integrating Available Genomic Databases and Computational Methods.- A Measure
of the Robustness of Clusters in a Network with No Ground Truth - A Chronic
Lower Back Pain Case Study.- Smart Human Resource Management System.-
Searching Temporal Knowledge Graphs to Understand The Impacts of Disasters.-
Multi-agent Analytics-Driven Content Discovery: A Narrative Contagion
Approach.- Navigating the Anomalies: A Comprehensive Analysis of YouTube
Channel Behavior.- ISAC: An Interactive Hierarchical Interface for Efficient
Structural Analysis and Vertex Search in Complex Networks.- Russian Invaders
on the Internets Front Page A Survey of Behaviors in Ukraine-Related
Subreddits.- Echoes of War: How Reddit Narratives Shape Sectarian Views of
the Israel-Hamas War.- CantastorIA: Enhancing Audiobook Engagement through
Adaptive Soundtracks and Voice Cloning.- Detecting Jailbreaking Prompts: an
Anti-Persuation Filter Framework.- Geo-Localization Using Multimodal Large
Language Models.- Popping the Social Bubble: Using AI to Increase
Transparency in Harmful Content Moderation.- Beyond the Click: How YouTube
Thumbnails Shape User Interaction and Algorithmic Recommendations.- A
multi-aspect analysis of echo chambers on video-sharing social media.- Bangla
Emotion Detection Dataset With An Extended Taxonomy And Its Evaluation.-
Homophily Detection in Opinion Dynamics from Reddit Discussions.- Smile for
the Camera, Act Green: Corporate Social Media's Deceptive Sustainability
Charade.- SocialRec: User Activity Based Post Weighted Dynamic Personalized
Post Recommendation System in Social Media.- FLASH: Federated Learning-Based
LLMs for Advanced Query Processing in Social Networks through RAG.-
Investigating Gender Bias in StackOverflow with LLMs. 4WHContext: A Context
Based Hate Speech Detection Framework From Social Media Posts.- 
Measuring the Sociolinguistic Patterns of Climate Debate Polarization in the
Facebook Context.- Detecting and Measuring Anomalous Behaviors on YouTube.-
Beyond Likes: Enhancing Social Media Engagement Metrics.- Claim Verification
Leveraging In-Context Learning and Retrieval Augmented Generation.- Deepfake
Media Forensics: State of the Art and Challenges Ahead.- A Router-based
Parental Control Tool for Safe Social Network Usage.- Bipartite Graph
Modeling for the Analysis of Fake News Propagation.- Mining Likes and
Transactions per User for Cross-Domain Product Recommendation in Social
Network and E-Commerce.- Towards Systemic Risk Evaluation, Attribution, and
Mitigation in Networked Systems: Work in Progress.- On Understanding the Dark
Web through Graph Analytics.- A Deep Neural Framework for Fault Detection in
IoT-based Sensor Networks.- Combining Knowledge graph and LLM to extract
thesaural relationship and concepts on Cybersecurity.- A Thesaurus for the
Cybersecurity domain to specialized knowledge management and indexing
operations.- Sentiment Analysis for Early Warnings and Disaster Management: a
Survey.- Community Detection in Complex Networks exploiting Spectral Graph
Sparsification for Efficient Disaster Response.- HalpernSGD: Enhancing Neural
Network Efficiency and Sustainability, Exploiting Halpern-Inspired
Optimization [ Extended Abstract].- Graph Learning for Bidirectional Disease
Contact Tracing on Real Human Mobility Data.- Turning Multidimensional Big
Data Analytics into Practice: Design and Implementation of ClustCube Big-Data
Tools in Real-Life Scenarios.- Fifty Shapes of Reddit: Do Prolife Activists
Have the Same Interaction Patterns of Gun Fanatics?.- Heuristics for the
Influence Maximization Problem on Hypergraphs.- Blocking Social Contagions
via Dominating Sets Using a Modified Linear Integer Programming Formulation.-
Exploring Writing Style Consistency to Timely Identify Heterogeneous Social
Bots.- Profit Maximization in Signed Social Networks.- Learning Effectiveness
of Natural Science Education in the Context of Social Networks: A Case Study
of Plant Identification Application.- Applying Opinion Mining and Social
Volume Analysis for Enhanced Visitor Relationship Management in A Museum: An
Empirical Study.- Generative AI in ESG Reporting: A Systematic Review.-
Research on the Detection and Rephrasing of Toxic Text Based on Large-scale
Pre-training Language Models.- Dynamic Stock Trading: Integrating Historical,
Real-Time Stock Data and Sentiments for Recommendation and Price Prediction
Trends.- A Successive Analysis of Online Networked Common Knowledge
Experiments.- EVOLVE: Predicting User Evolution and Network Dynamics in
Social Media Using Fine-Tuned GPT-like Model.- CAMERA: Context Based Emotion
Detection Framework And Its Evaluation.