Modeling of textual information recognition and analysis system

Authors

  • Ігор Анатолійович Пількевич Zhytomyr National Agroecological University Blvd Stary, 7, Zhytomyr, Ukraine, 10008, Ukraine
  • Надія Миколаївна Лобанчикова Zhitomir Military Institute after Sergey Korolyov of the National Aviation University Pr. Mira, 22, Zhytomyr, Ukraine, 10004, Ukraine
  • Ігор Володимирович Шульга Zhytomyr National Agroecological University Blvd Stary, 7, Zhytomyr, Ukraine, 10008, Ukraine
  • Роман Сергійович Лазюта Zhitomir Military Institute after Sergey Korolyov of the National Aviation University Pr. Mira, 22, Zhytomyr, Ukraine, 10004, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2013.16388

Keywords:

information and communication system, database, confidential information, classification of documents, data protection

Abstract

Modern innovative technologies led to the active development of electronic information resources. Large storages of electronic data created in information and communication systems require their protection from unauthorized access. One of the ways of information protection is recognizing and identifying confidential information in text documents. Classification of documents according to their significance is necessary for identifying the type of information, and, depending on the degree of significance, determining the level of its availability for corresponding categories of users. The text information recognition system occupied a prominent place among the systems of information and communication structures protection.

The purpose of the research is developing an automated system for detecting the confidential information in text documents for automation of the experts’ work at recognition and analysis of the text data.

The paper gives the automated system for detecting the confidential information in text documents, and the software that allows uploading of the text or text document for its further analysis and determining the degree of its significance. Microsoft Visual C # 2010 was used as the software programming environment. In the proposed program the total account of all and hazardous (key) words has been made, the database has been applied and the text itself with further evaluation of its confidentiality has been analyzed

Author Biographies

Ігор Анатолійович Пількевич, Zhytomyr National Agroecological University Blvd Stary, 7, Zhytomyr, Ukraine, 10008

Doctor of Technical Sciences, Professor, the managing chair

Chair of monitoring of surrounding environment

Надія Миколаївна Лобанчикова, Zhitomir Military Institute after Sergey Korolyov of the National Aviation University Pr. Mira, 22, Zhytomyr, Ukraine, 10004

Candidate of Technical Sciences, The senior lecturer

Chair of safety of the information and communication systems

Ігор Володимирович Шульга, Zhytomyr National Agroecological University Blvd Stary, 7, Zhytomyr, Ukraine, 10008

Candidate of Agricultural Sciences, The senior lecturer, the senior lecturer of chair

Chair of monitoring of surrounding environment

Роман Сергійович Лазюта, Zhitomir Military Institute after Sergey Korolyov of the National Aviation University Pr. Mira, 22, Zhytomyr, Ukraine, 10004

Student

Chair of safety of the information and communication systems

References

  1. Chen, P. P. The Entity-Relationship Model: Toward a Unified View of Data [Text] / P. P. Chen // ACM Trans. On Database Syst. – 1976. – V.1, №1. – pp. 9-36.
  2. Codd, E. F. A relational model of data large shared data banks [Text] / E. F. Codd // Comm. ACM. – 1970. – V.13, №6. – pp. 377-387.
  3. Коннолли, Т. Базы данных. Проектирование, реализация и сопровождение. Теория и практика [Текст] : пер. с англ. / Т. Коннолли, К. Бегг. – 3-е изд. – М. : Изд. дом „Вильямс”, 2003. – 1440 с.
  4. Дейт К. Дж. Введение в системы баз данных [Текст] : пер. с англ. / К. Дж. Дейт. – 8-е изд. – М. : Изд. дом „Вильямс”, 2005. – 1328 с.
  5. Закон України „Про внесення змін до Закону України „Про інформацію” : станом на 13.01.2011 року [Текст] / Верховна Рада України. – Офіц. вид. – К. : Відомості Верховної Ради України. – 2011. – №10. – С. 21, стаття 356. – (Бібліотека офіційних видань).
  6. Закон України „Про інформацію” : станом на 09.05.2011 року [Текст] / Верховна Рада України. – Офіц. вид. – К. : Відомості Верховної Ради України. – 1992. – №48. – Стаття 650. – (Бібліотека офіційних видань).
  7. Закон України „Про захист інформації в інформаційно-комунікаційних системах” : станом на 30.04.2009 року [Текст] / Верховна Рада України. – Офіц. вид. – К. : Відомості Верховної Ради України. – 1994. – №31. – Стаття 286. – (Бібліотека офіційних видань).
  8. Закон України „Про державну таємницю” : станом на 24.02.2011 року [Текст] / Верховна Рада України. – Офіц. вид. – К. : Відомості Верховної Ради України. – 1994. – №16. – С. 422, стаття 93. – (Бібліотека офіційних видань).
  9. Кавун, С. В. Інформаційна безпека [Текст] : підручник / С. В. Кавун. – Харків : Вид. ХНЕУ, 2009. – 368 с.
  10. Кавун, С. В. Механизм оценивания экономической эффективности системы экономической безопасности [Текст] / С. В. Кавун // Бизнес-информ. – 2009. – № 8. – С. 58-64.
  11. Кавун, С. В. Классификатор видов информации и форм документов [Текст] / С.В. Кавун // Науковий вісник Полтавського університету споживчої кооперації України. Сер. Економічні науки: наук. журнал. – Полтава : РВВ ПУСКУ, 2009. – № 5(36). – С. 69-75.
  12. Грибунин, В. Г. Комплексная система зашиты информации на предприятии [Текст] : учеб. пособие для студ. высш. учеб. заведений / В. Г. Грибунин, В. В. Чудовский. – М. : Изд. центр „Академия”, 2009. – 416 с.
  13. Корченко, О. Г. Системи захисту інформації [Текст] : монографія / О. Г. Корченко. – К. : НАУ, 2004. – 264 с.
  14. Фролов, Л. В. Базы данных в Интернете [Текст] : практическое руководство по созданию Web-приложений с базами данных / Л. В. Фролов, Г. В. Фролов. – 2-ое изд., испр. – М. : Издательско-торговый дом „Русская редакция”, 2000. – 448 с.
  15. Троелсен, Э. C. и платформа. NET 3.0 [Текст] / Э. Троелсен. – 1-ое изд. – СПб. : Издательский дом „Питер”, 2008. – 1456 с.
  16. Chen, P. P. (1976). The Entity-Relationship Model: Toward a Unified View of Data. ACM Trans. On Database Syst., V.1, №1, 9-36.
  17. Codd, E. F. (1970). A relational model of data large shared data banks. Comm. ACM, V.13, №6, 377-387.
  18. Connolly, T., Begg, C. (2003). Databases. Planning, realization and accompaniment. Theory and practice: translation from English, Moscow: Vil’yams, 1440 p., 3-th Edition.
  19. Deit, K. (2005). Dzt. Introduction to the systems of bases of data: translation from English, Moscow: Vil’yams, 1328 p., 8-th Edition.
  20. Law Of Ukraine „On amending the Law of Ukraine „Information about”: as of year 13.01.2011. (2011). The Verkhovna Rada Of Ukraine. Official publication. K.: Vidomosti Verkhovnoi Rady Ukrainy. №10. P. 21, article 356.
  21. Law Of Ukraine „Information about”: as of year 09.05.2011 (1992). The Verkhovna Rada Of Ukraine. Official publication. K.: Vidomosti Verkhovnoi Rady Ukrainy. №48. Article 650.
  22. Law Of Ukraine „ Information protection in information and communication systems”: as of year 30.04.2009. (1994). The Verkhovna Rada Of Ukraine. Official publication. K.: Vidomosti Verkhovnoi Rady Ukrainy. №31. Article 286.
  23. Law Of Ukraine „ On the state secret”: as of year 24.02.2011. (1994). The Verkhovna Rada Of Ukraine. Official publication. K.: Vidomosti Verkhovnoi Rady Ukrainy. №16. P. 422, article 93.
  24. Kavun, S. V. (2009). Information security: tutorial. Кharkov: KhNEU, 368 p.
  25. Kavun, S. V. (2009). The mechanism of assessment of economic effectiveness of the system of economic security. Business-inform, №8, 58-64.
  26. Kavun, S. V. (2009). Classifier of the types of information and forms of documents, Scientific Bulletin of the Poltava University of consumer cooperation of Ukraine, Sir. Economic science: scientific journal, Poltava: RVV PUSKU, №5(36), 69-75.
  27. Gribunin, V. G., Chudovsky, V. V. (2009). Complex system of priv on an enterprise: train aid for the students of higher educational establishments, Moscow: Academy, 416 p.
  28. Korchenko, O. G. (2004). Systems of priv: monograph. Kyiv: NAU, 264 p.
  29. Frolov, L. V., Frolov, V. G. (2000). Database on the Internet: a practical guide to building Web applications with databases, Moscow: Russkaia Redactsiia Ltd, 448 p., 2-th Edition.
  30. Troelsen, Ye. (2008). C# and platform. NET 3.0, Sankt-Petersburg: Peter, 1456 p., 1-th Edition.

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Published

2013-08-15

How to Cite

Пількевич, І. А., Лобанчикова, Н. М., Шульга, І. В., & Лазюта, Р. С. (2013). Modeling of textual information recognition and analysis system. Eastern-European Journal of Enterprise Technologies, 4(9(64), 23–29. https://doi.org/10.15587/1729-4061.2013.16388

Issue

Vol. 4 No. 9(64) (2013): Information and control systems

Section

Information and controlling system

License

Copyright (c) 2014 Ігор Анатолійович Пількевич, Надія Миколаївна Лобанчикова, Ігор Володимирович Шульга, Роман Сергійович Лазюта

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