Computational Social Networks

This book constitutes the refereed proceedings of the 5th International Conference on Computational Social Networks, CSoNet 2016, held in Ho Chi Minh City, Vietnam, in August 2016.

The 30 revised full papers presented were carefully reviewed and selected from 79 submissions. The papers cover topics on common principles, algorithms and tools that govern social network structures/topologies, functionalities, social interactions, security and privacy, network behaviors, information diffusions and influence, social recommendation systems which are applicable to all types of social networks and social media.

Inhalt

Shortest Paths on Evolving Graphs.- Analysis of a Reciprocal Network Using Google+: Structural Properties and Evolution.- Comparison of Random Walk Based Techniques for Estimating Network Averages.- Integrating Networks of Equipotent Nodes.- Identify Influential Spreaders in Online Social Networks Based on Social Meta Path and PageRank.- Immunization Strategies Based on the Overlapping Nodes in Networks with Community Structure.- Improving Node Similarity for Discovering Community Structure in Complex Networks.- Rumor Propagation Detection System in Social Network Services.- Detecting Overlapping Community in Social Networks Based on Fuzzy Membership Degree.- Time-critical Viral Marketing Strategy with the Competition on Online Social Networks.- Analysis of Viral Advertisement Re-posting Activity in Social Media.- Structure and Sequence of Decision Making in Financial Online Social Networks.- Kirchhoff Centrality Measure for Collaboration Network.- Trust Evaluation Based Friend Recommendation in Proximity Based Mobile Social Network.- Integrating with Social Network to Enhance Recommender System Based-on Dempster-Shafer Theory.- Exploiting Social Relations to Recommend Scientific Publications.- Privacy-Preserving Ridesharing Recommendation in Geosocial Networks.- Complex Network Approach for Power Grids Vulnerability and Large Area Blackout.- A Hybrid Trust Management Framework for Vehicular Social Networks.- Distributed and Domain-Independent Identity Management for User Profiles in the SONIC Online Social Network Federation.- Proposal of a New Social Signal for Excluding Common Web Pages in Multiple Social Networking Services.- Measuring Similarity for Short Texts on Social Media.- Fi-Senti: A Language-Independent Model for Figurative Sentiment Analysis.- Detection and Prediction of Users Attitude Based on Real-time and Batch Sentiment Analysis of Facebook Comments.- Aspect-based Sentiment Analysis Using Word Embedding Restricted Boltzmann Machines.- Lifelong learning for Cross-domain Vietnamese Sentiment Classification.- Determing Aspect Ratings and Aspect Weights from Textual Reviews by Using Neural Network with Paragraph Vector Model.- Stance Analysis for Debates on Traditional Chinese Medicine at Tianya Forum.- Architecting Crowd-Sourced Language Revitalisation Systems: Generalisation and Evaluation to Te Reo Maori & Vietnamese.- Collective Online Clicking Pattern on BBS as Geometric Brown Motion.