Results of research on development of an intellectual information system of bankruptcy risk assessment of the enterprise; IOP Conference Series: Materials Science and Engineering; Vol. 93: Modern Technique and Technologies (MTT'2015)
| Parent link: | IOP Conference Series: Materials Science and Engineering Vol. 93: Modern Technique and Technologies (MTT'2015).— 2015.— [012058, 5 p.] |
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| সংস্থা লেখক: | |
| অন্যান্য লেখক: | , , , |
| সংক্ষিপ্ত: | Title screen 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. Режим доступа: по договору с организацией-держателем ресурса |
| ভাষা: | ইংরেজি |
| প্রকাশিত: |
2015
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| মালা: | Control science and system engineering |
| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | http://dx.doi.org/10.1088/1757-899X/93/1/012058 http://earchive.tpu.ru/handle/11683/20074 |
| বিন্যাস: | বৈদ্যুতিক গ্রন্থের অধ্যায় |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=644558 |
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| 200 | 1 | |a Results of research on development of an intellectual information system of bankruptcy risk assessment of the enterprise |f E. V. Telipenko [et al.] | |
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| 225 | 1 | |a Control science and system engineering | |
| 300 | |a Title screen | ||
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| 330 | |a 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. | ||
| 333 | |a Режим доступа: по договору с организацией-держателем ресурса | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\2008 |t IOP Conference Series: Materials Science and Engineering | |
| 463 | 0 | |0 (RuTPU)RU\TPU\network\9450 |t Vol. 93: Modern Technique and Technologies (MTT'2015) |o 21th International Conference for Students and Young Scientists, 5-9 October 2015, Tomsk |o [proceedings] |v [012058, 5 p.] |d 2015 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a интеллектуальные системы | |
| 610 | 1 | |a информационные системы | |
| 610 | 1 | |a риски | |
| 610 | 1 | |a банкротство | |
| 610 | 1 | |a предприятия | |
| 701 | 1 | |a Telipenko |b E. V. |c specialist in the field of informatics and computer technology |c associate Professor of Tomsk Polytechnic University, candidate of technical Sciences |f 1985- |g Elena Viktorovna |3 (RuTPU)RU\TPU\pers\34680 |9 18030 | |
| 701 | 1 | |a Chernysheva |b T. Yu. |c specialist in the field of informatics and computer engineering |c Associate Professor of Yurga technological Institute of Tomsk Polytechnic University, Candidate of technical sciences |f 1974- |g Tatiana Yurievna |3 (RuTPU)RU\TPU\pers\35630 |9 18799 | |
| 701 | 1 | |a Zakharova |b A. A. |c specialist in the field of informatics and computer engineering |c Professor of Yurga technological Institute of Tomsk Polytechnic University, Doctor of sciences |f 1976- |g Aleksandra Aleksandrovna |3 (RuTPU)RU\TPU\pers\34678 |9 18028 | |
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