Information Science Reference Hidden Link Prediction in Stochastic Social Networks

Hidden Link Prediction in Stochastic Social Networks by Information Science Reference addresses the critical challenge of identifying missing connections within evolving social network structures. This comprehensive resource explores how stochastic growth affects network analysis and examines the distinction between spurious and genuine missing links. The book covers essential techniques for link prediction, including graph representation methods, feature selection approaches, and strategies for identifying different network types. Designed for managers and professionals working in e-commerce and computing, it provides practical methodologies to overcome the representation and identification challenges inherent in predicting hidden links across dynamic social networks.