FIELD: computer technology.
SUBSTANCE: datasets containing heterogenous data come to a cloud smart platform from external sources; metadata of received datasets is analyzed, a data quality control model is automatically selected; dataset data is processed by means of the selected model with automatic validation of dataset data, including data structure verification, data format verification, data completeness verification, data reliability verification, using machine learning algorithms, and missing data is enriched from external information sources. A control task is created or selected, necessary for making a decision in the field of city control; a model for solving the set task is automatically selected; operations based on the model for solving the set task are automatically performed based on processed datasets; as a result of performing operations, recommendations for solving the set task in the field of city control are obtained.
EFFECT: verification of multiformat data for reliability to obtain recommendations for decision-making for city control.
3 cl, 2 dwg
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Authors
Dates
2023-02-14—Published
2021-12-28—Filed