Results of research on development of an intellectual information system of bankruptcy risk assessment of the enterprise
Электронный архив ТПУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
| Заглавие |
Results of research on development of an intellectual information system of bankruptcy risk assessment of the enterprise
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| Автор |
Telipenko, Elena Viktorovna
Chernysheva, Tatiana Yurievna Zakharova, Aleksandra Aleksandrovna Dumchev, A. |
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| Тематика |
интеллектуальные системы
информационные системы риски банкротство предприятия |
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| Описание |
The article represents research results about the knowledge base development for the intellectual information system for the bankruptcy risk assessment of the enterprise. It is described the process analysis of the knowledge base development; the main process stages, some problems and their solutions are given. The article introduces the connectionist model for the bankruptcy risk assessment based on the analysis of industrial enterprise financial accounting. The basis for this connectionist model is a three-layer perceptron with the back propagation of error algorithm. The knowledge base for the intellectual information system consists of processed information and the processing operation method represented as the connectionist model. The article represents the structure of the intellectual information system, the knowledge base, and the information processing algorithm for neural network training. The paper shows mean values of 10 indexes for industrial enterprises; with the help of them it is possible to carry out a financial analysis of industrial enterprises and identify correctly the current situation for well-timed managerial decisions. Results are given about neural network testing on the data of both bankrupt and financially strong enterprises, which were not included into training and test sets.
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| Дата |
2016-04-12T23:41:48Z
2016-04-12T23:41:48Z 2015 |
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| Тип |
Conference Paper
Published version (info:eu-repo/semantics/publishedVersion) Conference paper (info:eu-repo/semantics/conferencePaper) |
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| Идентификатор |
Results of research on development of an intellectual information system of bankruptcy risk assessment of the enterprise / E. V. Telipenko [et al.] // IOP Conference Series: Materials Science and Engineering. — 2015. — Vol. 93: Modern Technique and Technologies (MTT'2015) : 21th International Conference for Students and Young Scientists, 5-9 October 2015, Tomsk : [proceedings]. — [012058, 5 p.].
http://earchive.tpu.ru/handle/11683/20074 10.1088/1757-899X/93/1/012058 |
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| Язык |
en
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| Связанные ресурсы |
IOP Conference Series: Materials Science and Engineering. Vol. 93: Modern Technique and Technologies (MTT'2015). — United Kingdom, 2015.
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Open access (info:eu-repo/semantics/openAccess)
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| Издатель |
IOP Publishing
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