INTELLIGENT DATA PROCESSING IN PROBLEM OF ECONOMIC STATISTICAL INFORMATION SYSTEMATIZATION
Abstract and keywords
Abstract (English):
Rassmotreny osnovnye principy intellektual'noy obrabotki bol'shih massivov dannyh. Predlozheny strukturnaya i funkcional'naya shemy programmnogo kompleksa, osuschestvlyayuschego rabotu so statisticheskoy informaciey, poluchennoy s servera fondovoy birzhi i novostnyh saytov. Predstavleny matematicheskie modeli dlya obrabotki tekstovyh dannyh, a takzhe provedeniya korrelyacionnogo analiza dinamiki birzhevyh vremennyh ryadov. Podrobno opisany podhody dlya peredachi i obrabotki znachitel'nyh ob'emov ekonomicheskoy informacii pri pomoschi avtomatizirovannyh intellektual'nyh sistem.

Keywords:
intellektual'naya obrabotka teksta, korrelyacionnyy analiz, koefficient korrelyacii, informacionnye sistemy, fondovyy rynok, kotirovki akciy
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References

1. Barsegyan, A.A. Tehnologii analiza dannyh: Data Mining, Visual Mining, Text Mining, OLAP / A.A. Barsegyan, M.M. Kupriyanov, V.V. Stepanen-ko, I.I. Holod. – SPb.: BHV-Peterburg, 2007. – 384 s.

2. Chubukova, I.A. Data Mining / I.A. Chubukova. – M.: Binom. Laboratoriya znaniy, 2010. – 382 s.

3. Kataeva, E.S. Makrostatisticheskiy analiz i prognozirovanie / E.S. Kataeva. - Tomsk, 2016. - 56 s.

4. Shvager, Dzh. Tehnicheskiy analiz. Polnyy kurs / Dzh. Shvager. - M.: Al'pina Pablisher, 2016. – 804 s.

5. Shvecov, Ya.A. Osnovnye problemy informacionnoy podderzhki prinyatiya resheniy v processe upravleniya treydingovoy investicionnoy deya-tel'nost'yu / Ya.A. Shvecov // Ustoychivoe razvitie regionov: materialy mezhdunar. nauch.-prakt. konf.: v 5 t. - Tambov: Izd-vo TGTU, 2016. - T. 1. - S. 197-202.

6. Shvecov, Ya.A. Informacionnaya podderzhka prinyatiya resheniy pri razmeschenii gosudarstvennyh zakazov s uchetom dinamiki izmeneniya kotirovok cennyh bumag / Ya.A. Shvecov, V.I. Averchenkov // Informacionnye sistemy i tehnologii. - Orel, 2017. - Vyp. 6.

7. Weiss, S.M. Text Mining: Predictive Methods for Analyzing Unstructured Information / S.M. Weiss, T. Zhang. - Berlin: Springer, 2007. – 237 p.

8. Henrik, B. Mashinnoe obuchenie / B. Henrik, D. Richards, M. Feverolf. - SPb.: Piter, 2017. - 336 s.

9. Suslov, V.I. Ekonometriya / V.I. Suslov, N.M. Ibragimov, L.P. Talysheva, A.A. Cyplakov. - Novosibirsk: SO RAN, 2005. - 744 s.

10. Mayer-Shenberger, V. Bol'shie dannye / V. Mayer-Shenberger, K. Kuk'er; per. s angl. I. Gaydyuk. - M.: MIF, 2014. - 240 s.