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Sequential analysis and neural networks for factographic information systems

DOI 10.18127/j19998554-201809-06

Keywords:

S.D. Kulik – Dr.Sc. (Eng.), Senior Research Scientist, Professor, National Research Nuclear University «MEPhI», Moscow State University of Psychology and Education (MSUPE)
E-mail: sedmik@mail.ru


This article deals with the sequential analysis of factographic information with neural network. The information factographic system includes: the block of object indexing, the block of recommendatory list processing, the block of searching, the block of searching array realized, the block of recognition, the block of archive of objects, the block of neural networks and the human operator too. The purpose of studies is to obtain an estimate efficiency of the human operator. With the necessary details it is presented how it is possible to apply sequential analysis of factographic information systems. Experimental studies have been conducted to test the operator with the help of sequential analysis, which allows in practice to take into account operator's mistakes and reduce almost two times the average number of steps before making the final decision. The experimental results were obtained too. The obtained results are used for some factographic information systems for making decisions in criminalistics. It is offered to use a special factographic information system. The results were successfully protected by various patents. Further, it is planned to get and explore in details another method for estimate efficiency of the human operator.

References:
  1. Galushkin A.I. Teoriya nejronnykh setej. Ucheb. posobie dlya vuzov. M.: IPRZhR. 2000.
  2. Galushkin A.I. Neural networks theory. Springer-Verlag Berlin Heidelberg. 2007.
  3. Haykin S. Neural networks – A comprehensive foundation. 2nd Ed. Pearson Education, Inc. 1999. Reprint. 2005.
  4. Val'd A. Posledovatel'nyj analiz. M.: Fizmatgiz. 1960.
  5. Belkin R.S. Kriminalisticheskaya entsiklopediya. Izd. 2-e, dop. M.: Megatron XXI. 2000.
  6. Kulik S.D. Metod posledovatel'nogo analiza dlya testirovaniya cheloveka-operatora // Prikladnaya informatika. 2015. T. 10. № 3 (57). S. 100–108.
  7. Kulik S.D. Uchet cheloveka-operatora v konture AFIPS // Bezopasnost' informatsionnykh tekhnologij. 2003. № 2. S. 30–39.
  8. Kulik S.D. Uchet cheloveka-operatora, rabotayushchego vne kontura AFIPS // Bezopasnost' informatsionnykh tekhnologij. 2002. № 4. S. 79–86.
  9. Zhegallo A.V., Kulik S.D., Lupenko E.A., Smolenkova N.A., Kharitonov A.N. Apparatno-programmnyj metod gazorazryadnoj vizualizatsii (GRV) v diagnostike funktsional'nykh sostoyanij // Eksperimental'naya psikhologiya v Rossii: traditsii i perspektivy. M.: IP RAN. 2010. S. 96–100.
  10. Kulik S.D. Faktograficheskie sistemy (metody postroeniya, modeli, strategii poiska i programmnoe obespechenie). M.: Radiotekhnika. 2003. (Dep. v VINITI RAN 23.06.2003. № 1205-V2003)
  11. Kulik S.D., Tkachenko K.I. Formirovanie faktograficheskikh dannykh (kriminalistika, obuchenie, innovatsiya). M.: Radiotekhnika. 2016. (Dep. v VINITI RAN 30.08.2016. № 122-V2016)
  12. Kulik S.D. Issledovanie faktograficheskikh sistem i baz dannykh // Nauchno-tekhnicheskaya informatsiya. 2003. Ser. 2: Informatsionnye protsessy i sistemy. № 4. S. 33–41.
  13. Kulik S.D. Obespechenie informatsionnoj bezopasnosti i faktograficheskie sistemy // Bezopasnost' informatsionnykh tekhnologij. 2015. № 1. S. 99–101.
  14. Kulik S.D. Effektivnyj faktograficheskij poisk s uchetom trebovanij informatsionnoj bezopasnosti // Bezopasnost' informatsionnykh tekhnologij. 2015. № 3. S. 85–90.
  15. Kulik S.D. Nejrosetevye algoritmy i avtomatizirovannye faktograficheskie informatsionnye sistemy // Nejrokomp'yutery: razrabotka, primenenie. 2015. № 12. S. 58–65.
  16. Kulik S.D. Razrabotka i issledovanie modeli AFIPS // Bezopasnost' informatsionnykh tekhnologij. 2004. № 2. S. 65–73.
  17. Kulik S.D. Programmy dlya raboty s tsennymi bumagami i uchet chelovecheskogo faktora v AFIPS – osnova zashchity ot moshennichestva // Bezopasnost' informatsionnykh tekhnologij. 2002. № 3. S. 65–71.
  18. Kulik S.D. Proektirovanie AFIPS kriminalisticheskogo naznacheniya // Bezopasnost' informatsionnykh tekhnologij. 2002. № 1. S. 78–81.
  19. Kulik S.D. Spetsial'nye sredstva dlya obespecheniya informatsionnoj bezopasnosti // Bezopasnost' informatsionnykh tekhnologij. 2015. № 2. S. 36–40.
  20. Kulik S.D. O nejronnykh setyakh i plagiate // Sb. tezisov dokl. XV Vseross. nauch. konf. «Nejrokomp'yutery i ikh primenenie». Moskva, 14 marta 2017 g. M.: MGPPU. 2017. S. 19–21.
  21. Kulik S.D. O blokchejne, majninge i nejronnykh setyakh // Sb. tezisov dokl. XVI Vseross. nauch. konf. «Nejrokomp'yutery i ikh primenenie». Moskva, 13 marta 2018 g. M.: MGPPU. 2018. S. 21–23.
  22. Kulik S., Nikonets D. Forensic handwriting examination and human factors: improving the practice through automation and expert training // Proc. of Third Internat. Conf. on Digital Information Processing, Data Mining, and Wireless Communications. 2016. P. 221–226.
  23. Kulik S.D. Model for evaluating the effectiveness of search operations // Journal of ICT Research and Applications (ITB Journal of Information and Communication Technology). 2015. V. 9. № 2. P. 177–196.
  24. Kulik S., Tkachenko K. Effective strategy for competences forming // Proc. of Third Internat. Conf. on Digital Information Processing, Data Mining, and Wireless Communications. 2016. P. 239–244.
  25. Kulik S. Factographic information retrieval for communication in multicultural society // Procedia – Social and Behavioral Sciences (Internat. Conf. on Communication in Multicultural Society, 6–8 December 2015, Moscow, Russian Federation). 2016. V. 236. P. 29–33.
  26. Kulik S. Factographic information retrieval for competences forming // Proc. of Third Internat. Conf. on Digital Information Processing, Data Mining, and Wireless Communications. 2016. P. 245–250.
  27. Kulik S.D., Belov A.N., Matveeva K.I. Development of generation special short articles for the given topic // International Journal of Engineering & Technology. 2018. V. 7. № 2.23. P. 171–174.
  28. Fu K. Posledovatel'nye metody v raspoznavanii obrazov i obuchenii mashin. M.: Nauka. 1971.
  29. Tkachenko K.I. Avtomatizirovannaya informatsionnaya sistema formirovaniya faktograficheskikh dannykh i ee primenenie dlya kriminalistiki, innovatsii i obucheniya. Diss. … kand. tekhn. nauk. M.: NIYaU MIFI. 2017.

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