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SOURCE:   Almanac of Modern Science and Education. Tambov: Gramota, 2017. № 6. P. 33-44.
SCIENTIFIC AREA: Technical Sciences
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SYSTEM OF CONFERENCES RECOMMENDATIONS CONSTRUCTION ON THE BASIS OF THE ANALYSIS OF USERS’ SCIENTIFIC INTERESTS

Karmanova Anastasiya Aleksandrovna, Tabakov Konstantin Andreevich
Novosibirsk State University


Abstract. This paper is devoted to description of a conferences analysis system. The developed system automatically determines subject of conferences according to related text documents on the basis of an algorithm developed by the authors. The algorithm is based on the "bag of words" model, the ACM CCS taxonomy and takes into account the hierarchical structure of the dictionary of terms. The developed algorithm is also used when analyzing scientific interests of users. The system constructs individual recommendations. Besides, it contains a question-answer module, which provides users with the opportunity to get feedback.
Key words and phrases: тематическое моделирование, интеллектуальный анализ текста, рекомендательная система, таксономия, "мешок слов", вопросно-ответные системы, thematic modeling, intellectual analysis of text, recommendatory system, taxonomy, "bag of words", question-answer systems.
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References:
  1. Belnap N., Stil T. Logika voprosov i otvetov / per. s angl. G. E. Kreidlina, nauch. red. O. N. Kessidi. M.: Progress, 1981. 290 s.
  2. GOST 7.90-2007. Sistema standartov po informatsii, bibliotechnomu i izdatel'skomu delu. Universal'naya desyatichnaya klassifikatsiya. Struktura, pravila vvedeniya i indeksirovaniya: izdanie ofitsial'noe. M.: Standartinform, 2010.
  3. Karelin V. P., Tselykh A. N. Modeli prinyatiya reshenii na osnove ustanovleniya skhodstva nechetkikh grafov // Izvestiya YuFU. Tekhnicheskie nauki. 1999. № 3 (13). S. 18-21.
  4. Korshunov A., Gomzin A. Tematicheskoe modelirovanie tekstov na estestvennom yazyke // Trudy Instituta sistemnogo programmirovaniya RAN. 2012. T. 23. S. 215-242.
  5. Otkrytyi katalog nauchnykh konferentsii, vystavok i seminarov [Elektronnyi resurs]. URL: http://konferencii.ru/ (data obrashcheniya: 18.05.2017).
  6. Pal'chunov D. E., Yakh"yaeva G. E. Nechetkie logiki i teoriya nechetkikh modelei // Algebra i logika. 2015. T. 54. № 1. S. 109-118.
  7. Solton D. Dinamicheskie bibliotechno-informatsionnye sistemy. M.: Mir, 1979. 557 s.
  8. Yakh"yaeva G. E., Karmanova A. A., Ershov A. A., Savin N. P. Voprosno-otvetnaya sistema dlya upravleniya informatsionnymi riskami na osnove teoretiko-model'noi formalizatsii predmetnykh oblastei // Informatsionnye tekhnologii. 2017. T. 23. № 2. S. 97-106.
  9. Yakh"yaeva G. E., Yasinskaya O. V., Karmanova A. A. Veroyatnostnaya voprosno-otvetnaya sistema v oblasti komp'yuternoi bezopasnosti // Vestnik Novosibirskogo gosudarstvennogo universiteta. Seriya: Informatsionnye tekhnologii. 2014. T. 12. Vyp. 3. S. 132-145.
  10. Coulter N., French J., Glinert E., Horton T., Mead N., Ralston A., Rada R., Rodkin C., Rous B., Tucker A., Wegner P., Weiss E., Wierzbicki C. Computing Classification System 1998: Current Status and Future Maintenance: Report of the CCS Update Committee [Elektronnyi resurs]. URL: http://www.acm.org/about/class/ccsup.pdf (data obrashcheniya: 08.06.2017).
  11. Steyvers M., Smyth P., Rosen-Zvi M., Griffiths T. Probabilistic Author-Topic Models for Information Discovery // Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Seattle, Washington, 2004. P. 306-315.
  12. The Size of the World Wide Web [Elektronnyi resurs]. URL: http://www.worldwidewebsize.com (data obrashcheniya: 18.05.2017).

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