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

Inbunden, Engelska, 2025

Av I-Hsien Ting, Reda Alhajj, Panagiotis Karampelas, Min-Yuh Day

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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.

Produktinformation

Utgivningsdatum2025-06-11
Mått155 x 235 x 29 mm
Vikt927 g
FormatInbunden
SpråkEngelska
SerieLecture Notes in Social Networks
Antal sidor433
FörlagSpringer International Publishing AG
ISBN9783031853852
OriginaltitelAdvances in Social Networks Analysis and Mining

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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 Internet’s 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.