Ontology highlight
ABSTRACT:
SUBMITTER: Zhu B
PROVIDER: S-EPMC4558573 | biostudies-literature | 2015
REPOSITORIES: biostudies-literature
Scientific reports 20150903
Various structural features of networks have been applied to develop link prediction methods. However, because different features highlight different aspects of network structural properties, it is very difficult to benefit from all of the features that might be available. In this paper, we investigate the role of network topology in predicting missing links from the perspective of information theory. In this way, the contributions of different structural features to link prediction are measured ...[more]