Experimental Evaluation on Tensor Decomposition Methods

  • Panagiotis SymeonidisEmail author
  • Andreas Zioupos
Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)


In this chapter, we will provide experimental results of tensor decomposition methods on real data sets in social tagging systems (STSs). We will discuss the criteria that we will set for testing all algorithms and the experimental protocol we will follow. Moreover, we will discuss the metrics that we will use (i.e., Precision, Recall, root-mean-square error, etc.). Our goal is to present the main factors that influence the effectiveness of algorithms.


Matrix decomposition Tensor decomposition 


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Copyright information

© The Author(s) 2016

Authors and Affiliations

  1. 1.Faculty of Computer ScienceFree University of Bozen-BolzanoBozen-BolzanoItaly
  2. 2.ThessalonikiGreece

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