Отрывок: In order to determine the most appropriate algorithms for different use cases, process mining algorithms are compared and analyzed on criteria affecting their input and output data. Using the specified criteria and taking into account the characteristics of process mining algorithms discussed in the previous sectio...
Полная запись метаданных
Поле DC | Значение | Язык |
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dc.contributor.author | K. Grigorova | - |
dc.contributor.author | K. Mironov | - |
dc.contributor.author | E. Y. Malysheva | - |
dc.date.accessioned | 2018-05-22 10:07:32 | - |
dc.date.available | 2018-05-22 10:07:32 | - |
dc.date.issued | 2018 | - |
dc.identifier | Dspace\SGAU\20180518\69673 | ru |
dc.identifier.citation | K. Grigorova. Applying process mining techniques and neural networks to creating and assessment of business process models / K. Grigorova, K. Mironov, E. Y. Malysheva // Сборник трудов IV международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2018) - Самара: Новая техника, 2018. - С.3581-3589. | ru |
dc.identifier.uri | http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Applying-process-mining-techniques-and-neural-networks-to-creating-and-assessment-of-business-process-models-69673 | - |
dc.description.abstract | The article presents an approach for automated generation of business process models by applying process mining techniques to event logs created during the operation of information systems used in an organization. Existing algorithms for process mining are discussed. Criteria for performing a comparative analysis of these algorithms are specified. А framework is proposed in which to build and analyze business process models. The framework includes tools for initial analysis of the event log file, extracting elements of a business process model, and composing a new model by applying a trained neural network. | ru |
dc.language.iso | en_US | ru |
dc.publisher | Новая техника | ru |
dc.subject | algorithm | ru |
dc.subject | process mining | ru |
dc.subject | neural networks | ru |
dc.subject | business process model | ru |
dc.title | Applying process mining techniques and neural networks to creating and assessment of business process models | ru |
dc.type | Article | ru |
dc.textpart | In order to determine the most appropriate algorithms for different use cases, process mining algorithms are compared and analyzed on criteria affecting their input and output data. Using the specified criteria and taking into account the characteristics of process mining algorithms discussed in the previous sectio... | - |
Располагается в коллекциях: | Информационные технологии и нанотехнологии |
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Applying process mining techniques and neural networks to creating and assessment of business process models.pdf | Основная статья | 229.32 kB | Adobe PDF | Просмотреть/Открыть |
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