Exploring the properties of the context and lattice of the integral analytical model : доклад, тезисы доклада

Korobko A.

Дополнительные ссылки: eLibrary · Источник статьи

База данных: Каталог библиотеки СФУ

Библиографическое описание: Exploring the properties of the context and lattice of the integral analytical model : доклад, тезисы доклада / A. Korobko. - [S. l. : s. n.], 2020. - Текст : непосредственный // CEUR Workshop Proceedings : 1 / Siberian Scientific Workshop on Data Analysis Technologies with Applications, SibDATA 2020 (1 ; Krasnoyarsk). - 2020. - 2727. - P. 59-65.

Аннотация: Diversity, multidimensionality, and the amount of available information require an original approach to the operational analytical processing of heterogeneous data. The integral analytical model provides a federation of heterogeneous data without physical moving, with the support of interactive visual exploration of a large model, and with the execution of analytical queries on distributed data sources simultaneously. Compact representation and native management of big data is achieved by presenting the model in the form of a context and building a lattice for it, in accordance with the FCA method. The theory of integral analytical modeling (IAM) relies on the fact that the context of the model has special properties that ensure fast construction of the lattice and its compactness. The goal of the article is to conduct a comparative analysis of the properties of the IAM context and contexts of various origins, to evaluate and compare the rate of the lattice generation and their properties.

Год издания: 2020

Авторы: Korobko A.

Источник: CEUR Workshop Proceedings

Выпуск: 2727

Мероприятие: Siberian Scientific Workshop on Data Analysis Technologies with Applications, SibDATA 2020 (Krasnoyarsk)

Номера страниц: 59-65

Держатель оригинала документа: Institute of Computational Modeling of the Siberian Branch,Russian Academy of Sciences

Количество экземпляров:

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Exploring the properties of the context and lattice of the integral analytical model : доклад, тезисы доклада
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