Co-Author Relationship Prediction in Heterogeneous Bibliographic Networks

The problem of predicting links or interactions between objects in a network is an important task in network analysis. Along this line, link prediction between co-authors in a co-author network is a frequently studied problem. In most of these studies, authors are considered in a homogeneous network, i.e., only one type of objects (author type) and one type of links (co-authorship) exist in the network. However, in a real bibliographic network, there are multiple types of objects (e.g., venues, topics, papers) and multiple types of links among these objects.

Provided by: University of Illinois Topic: Networking Date Added: Apr 2011 Format: PDF

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