Digitization in Controlling
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Digitization in Controlling, Gabler
Forecasting Processes through Automation
Von Andre Große Kamphake, im heise shop in digitaler Fassung erhältlich
Produktinformationen "Digitization in Controlling"
Andre Große Kamphake deals with the digitization in controlling and focuses in
this context on the analysis of automated forecasting processes within a
chemical company. He aims at outlining to what extent and how accurate
forecasting processes can be automated in the age of digitization and big data.
Therefore, the forecast of the working capital is put at the center since it
plays a leading role for the cash collection process. Based on data from 2015 to
2018, two different forecasting models are combined to optimally predict the
different components contained in the working capital. The author manages to
prove that both a trained forecasting algorithm achieves a prediction accuracy
of 92.49 % and statistical methods in machine learning lead to a significant
increase in forecasts compared to naive forecasting models.
Artikel-Details
- Anbieter:
- Gabler
- Autor:
- Andre Große Kamphake
- Artikelnummer:
- 9783658287412
- Veröffentlicht:
- 02.01.20