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Predictive analysis for network maintenance and development

Dataclair

10/6/2021 | 1 minute to read

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AI can predict the weak and strong points in a network. We can therefore ensure constant improvements in service quality and reductions in customer attrition.

Cell2vec

We have transferred the word2vec technique for processing natural languages into the analysis of stochastic unstructured signalling data from mobile networks. Cell2vec provides a unique insight into the functioning of networks, making it possible to avert operational problems, identify problem areas, and respond to them through active customer support.

Internet use models

Predictive models for internet use identify the need to construct and modify infrastructure. They should ideally be linked with CLM, for example, when modelling the trend for customers to use high-speed internet.

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