Scalable Models for Computing Hierarchies in Information Networks

Knowl. Inf. Syst., Volume abs/1601.00626, Issue 2, 2016, Pages 687-717.

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Keywords:
Hierarchical clustering Nonparametric Bayesian generative models Vertex programming Topic models Model evaluation

Abstract:

Information hierarchies are organizational structures that often used to organize and present large and complex information as well as provide a mechanism for effective human navigation. Fortunately, many statistical and computational models exist that automatically generate hierarchies; however, the existing approaches do not consider li...More

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