Big data usage in telecommunications

Authors

  • Артемий Александрович Пономарёв SPbSU, St. Petersburg, Russia

Keywords:

data, telecommnications, churn, support vector machines, neural networks

Abstract

The article observes general questions of big data usage in practice in commercial activities of companies. The author makes an accent on the problems that can be solved in the telecommunications with the help of big data. He analyzes clients’ characteristics that help to judge about their potential churn rate. The author identifies clusters, for which the best prediction results were received.

Author Biography

  • Артемий Александрович Пономарёв, SPbSU, St. Petersburg, Russia

    Ponomarev A. A.

Downloads

Published

2015-08-30

Issue

Section

Software Engineering

How to Cite

[1]
А. А. Пономарёв, “Big data usage in telecommunications”, Компьютерные инструменты в образовании, no. 4, pp. 3–8, Aug. 2015, Accessed: Jul. 24, 2026. Available: http://cte.eltech.ru/ojs/index.php/kio/article/view/1457

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