Link Prediction in Social Networks Role of Power Law Distribution /

• Main Authors: Srinivas, Virinchi (Author), Mitra, Pabitra (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Computer communication systems.; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Computer Communication Networks.

This work presents link prediction similarity measures for social networks that exploit the degree distribution of the networks. In the context of link prediction in dense networks, the text proposes similarity measures based on Markov inequality degree thresholding (MIDTs), which only consider node...

Table of Contents:

• Introduction
• Link Prediction Using Degree Thresholding
• Locally Adaptive Link Prediction
• Two Phase Framework for Link Prediction
• Applications of Link Prediction
• Conclusion.