Abstract
The collective classification problem for big data sets using MapReduce programming model was considered in the paper. We introduced a proposal for implementation of label propagation algorithm in the network. The method was examined on real dataset in telecommunication domain. The results indicated that it can be used to classify nodes in order to propose new offerings or tariffs to customers. © 2012 Springer-Verlag Berlin Heidelberg.
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CITATION STYLE
Indyk, W., Kajdanowicz, T., Kazienko, P., & Plamowski, S. (2012). MapReduce approach to collective classification for networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7267 LNAI, pp. 656–663). https://doi.org/10.1007/978-3-642-29347-4_76
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