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Визуальное конструирование аналитической обработки данных

Authors: Bratischenko, V. V.;

Визуальное конструирование аналитической обработки данных

Abstract

The article deals with software disciplines related to data analysis technologies (Online Analytical Processing, Data Mining). The use of software (MS Power BI and Orange3), which offers visual methods for determining the processes of analytical data processing, is substantiated. The use of such programs can reduce the complexity of programming computer experiments and increase the visibility of the learning process.

Рассматриваются информационные технологии анализа данных. Обосновывается использование MS Power BI и Orange3, предлагающих визуальные методы определения процессов аналитической обработки информации. Применение таких программ позволяет снизить затраты на программирование компьютерных экспериментов и увеличить наглядность процесса обучения.

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Keywords

ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ АНАЛИЗА ДАННЫХ, INFORMATION TECHNOLOGIES FOR DATA ANALYSIS, VISUAL PROGRAM DESIGN, ORANGE3, ВИЗУАЛЬНОЕ ПРОЕКТИРОВАНИЕ ПРОГРАММ, MS POWER BI, ONLINE ANALYTICAL PROCESSING, DATA MINING

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green