Data Mining of Telecommunications Data as an Example of Systemic Synthesis

Janusz Granat

Abstract

Data mining is one of the techniques that are widely used for supporting diverse business tasks. However, the process of building data mining models and transforming results of models execution into useful business knowledge is a complex process that is a result of a synthesis of the knowledge of a group of experts. This process is mostly intuitive and requires development of new scientific methods. Systemic synthesis might be one of the driving forces of such development. For example, recently the Domain-Driven Data Mining methodol ogy has proposed to apply meta-synthesis. In this chapter, examples of applying systemic synthesis in data mining in telecommunication domain are presented
Author Janusz Granat (FEIT / AK)
Janusz Granat,,
- The Institute of Control and Computation Engineering
Pages41-54
Publication size in sheets0.65
Book Nakamori Yoshiteru (eds.): Knowledge Synthesis, vol. 5, 2016, Springer International Publishing, Springer Japan, ISBN 978-4-431-55217-8, [978-4-431-55218-5], 210 p., DOI:10.1007/978-4-431-55218-5
Keywords in EnglishData mining • Knowledge discovery • Systemic synthesis
DOIDOI:10.1007/978-4-431-55218-5_4
URL https://link.springer.com/chapter/10.1007/978-4-431-55218-5_4
Languageen angielski
File
Granat2016_Chapter_DataMiningOfTelecommunications.pdf 328.9 KB
Score (nominal)5
ScoreMinisterial score = 5.0, 11-09-2019, MonographChapterAuthor
Publication indicators WoS Citations = 0
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