Experimental Psychology (Russia)
2019. Vol. 12, no. 2, 131–144
doi:10.17759/exppsy.2019120210
ISSN: 2072-7593 / 2311-7036 (online)
Simple neuro network algorithms for evaluating latent links of younger adolescent’s psychological characteristics
Abstract
General Information
Keywords: younger adolescents, psychological characteristics, latent links, artificial neural networks, neural network algorithms
Journal rubric: Research Methods
Article type: scientific article
DOI: https://doi.org/10.17759/exppsy.2019120210
For citation: Slavutskaya E.V., Abrukov V.S., Slavutskii L.A. Simple neuro network algorithms for evaluating latent links of younger adolescent’s psychological characteristics. Eksperimental'naâ psihologiâ = Experimental Psychology (Russia), 2019. Vol. 12, no. 2, pp. 131–144. DOI: 10.17759/exppsy.2019120210. (In Russ., аbstr. in Engl.)
References
- Abrukov V.S., Abrukov S.V., Smirnov A.V., Karlovich E.V. Data mainin v naychnih issledovaniah [Data mainin in scientific researches]. Conference: Nanostructured materials and соnverting devices- NANOSOLAR-2013, [Elektronnyi resurs] Cheboksary, 2013.//URL:https://www.researchgate.net/ publication/270452415_Data_mining_v_naucnyh_issledovaniah (Accessed: 17.09.2018).
- Aksenov S.V., Novoseltsev V.B. Organizatsiya i ispol’zovaniye neyronnykh setey (metody i tekhnologii) [Organization and use of neural networks (methods and technologies)] / Pod. red. V.B. Novoseltseva. Tomsk: Izd-vo NTL, 2001. 128 p.
- Ananiev B.G. Chelovek kak predmet poznaniya [Man as an object of knowledge]. Spb.: Piter, 2001. 288 с.
- Arzamaszev A.A. Zenkova N.A. Modelirovanie v psihologii na osnove iskysstvennih neironnih setei [Modeling in psychology on the basis of artificial neural networks]. Tambov: IMFI im. Derzavina. 2003, 106 p.
- Barabanchikov V.A. Sistemnii podhod v struktyre psihologicheskogo poznania [The System Approach in the Structure of Psychological Cognition] // Metodologia i istoria psihologii [Methodology and History of Psychology]. 2007. Т. 2. V.1. рр.86—99.
- Borovikov V.P. Neironnii seti. Metodologia I technologia sovremennogo analiza dannih / Pod. red. V.P. Borovikova. M. : Goryachaiya liniya-Telecom, 2008. 392 p.
- Vorobev A.V. Obzor primeneniya matematicheskikh metodov pri provedenii psikhologicheskikh issledovaniy [The review of mathematical methods application in psychological researches]. // Psichologicheskie issledovania: electronni naychyni gournal [Psychological research: electron. sci. journal]. 2010. № 2. (10).
- Golovey L.A., Rybalko Ye.F., Prokhorenko T.V. Psikhologiya razvitiya. Khrestomatiya [Developmental psychology. Reader]. SPb.: Piter, 2001. 512 с.
- Kniazeva T.N. Predpodrostkovyy vozrast kak problema sovremennogo detstva [Preteen age as a problem of modern childhood] // Voprosy psikhologii [Questions of Psychology]. 2011. № 6. С. 25—35.
- Kruglov V.V., Borisov V.V. Iskustvennii neironnii seti. Teoria i praktica [Artificial neural networks. Theory and practice]. M.: Goryachaiya liniya — Telecom, 2002. 287 р.
- Lomov B.F. Sistemnost’ v psikhologii : izbrannyye psikhologicheskiye trudy [Systematic in psychology: selected psychological works]. Voronezh: MODEK; Moskva: Moskovskiy psikhologo-sotsial’nyy institute, 1996. 384 с.
- Polivanova K.N. Psikhologicheskiy analiz vozrastnoy periodizatsii [Psychological Analysis of Age Periodization] // Kul’turno-istoricheskaya psikhologiya [Cultural-Historical Psychology]. 2006. № 1. С. 26—31.
- Slavutskaja E.V., Slavutskii L.A. Neirosetevoi analiz vzaimosvyazi verbalnogo i neverbalnogo intellekta mladchih podrostkov [Neural network analysis of the interrelation between verbal and nonverbal intelligence of younger adolescents] // Psihologicheskii jurnal [Psychological journal]. 2014. V. 35. № 5. pp. 48—56. (in Russian)
- Slavutskaja E.V., Slavutskii L.A. Factornii analiz vzaimosvyazi individyalno-psihologicheskih i lichnostnih haracteristik mladchih podrostkov s yrovnem shkolnoi dezadaptatsii [Factor analysis of the relationship between the individual psychological and personal characteristics of younger adolescents with the level of school disadaptation] // Eksperimentalnaya psihologiya [Experimental Psychology]. 2013. V. 6. № 4. pp. 40—51.
- Tsukerman G.A. Perekhod iz nachal’noy shkoly v srednyuyu kak psikhologicheskaya problema [The transition from primary to secondary school as a psychological problem] // Voprosy psikhologii [Questions of psychology], 2001. № 5. С. 19 — 34.
- Elkonin D.B. Psikhicheskoye razvitiye v detskikh vozrastakh. Izbrannyye psikhologicheskiye Trudy [Mental development in childhood. Selected psychological works] / Pod red .D.I. Fel’dshteyna. M.: Izdatel’stvo «Institut prakticheskoy psikhologii»; Voronezh: NPO «MODEK», 1997. 416 с.
- Shendiapin V.N., Skotnikova I.G., Barabanchikov V.A., Tarasov V.B. Matematicheskoe modelirovanie uverennosti pri priniatii rechenia v sensornikh zadachakh [Mathematical modeling of confidence in decision- making in sensory tasks] / Psychological Journal [Psychological journal]. Т. 29. № 4. 2008. pp. 84—97.
- Baxt W.G. Complexity, chaos and human physiology: the justification for non-linear neural computational analysis // Cancer Lett, 1994. Vol. 77. № 2—3. P. 85—93.
- Berebin M.A., Pashkov S.V. Neural networks models usage experience for psychic de-adaptation prediction [Opit ptimenenia neirosetevykh modelei v tselayakh prognosa fizicheskoi desadapratsii] Veatntk YurGV (The South Urals State University Bulletin), 2006. № 14. P. 41— 45.
- Cattell R.B. Advanced in Cattelian Personality Theory. Handbook of Personality. Theory and Research. N.Y.: The Guilford Press, 1990.
- Collins W.A. (ed.) Development during middle childhood: The years from six to twelve. Washington, DC: Natl. Acad. Press, 1984.
- Dogic S., Karli G. Sign Language Recognition using Neural Networks // TEM Journal, 2014. 3 (4). P. 296—301.
- Haykin S. Neural networks: A comprehensive Foundation. New York: Prentice Hall, 1999.
- Hebb D. Organization of behavior. New York: Science Edition, 1961.
- Lipsitz J.S. Growing up forgotten: A review of research and programs concerning early adolescence. Toronto: Lexington Books, 1977.
- Lorenz V.A, Gavnkov V.L., Khlebopros R.G. Errors level discretisation during the neural network teaching [Diskretizatsiva urovnya oshibok pri obuchenii nejronnoi seti] Vestnik KGPU (Bulletin of KSPU). Krasnoyarsk, 2012. N 3. P. 93—100.
- Rosenblatt R. Principles of neurodynamics. New York: Spartan Books, 1959.
- Reznichenko N.S., Shilov S.N., Abdulkin V.V. Neuron Network Approach to the Solution of the Medical- Psychological Problems and in Diagnosis Process of Persons with Disabilities (Literature Review) // Journal of Siberian Federal University. Humanities & Social Sciences, 2013. V. 9 (6). P. 1256—1264.
- Slavutskaya E., Nikolaev E., Ivanova G., Yusupov I. Gender Characteristics Of Junior Adolesents’ Personal Traits // The European Proceedings of Social & Behavioural Sciences. ECCE 2018 [Электронный ресурс] // URL: https://doi.org/10.15405/epsbs.2018.07.69 (дата обращения: 17.09.2018).
- Usher M., Zakay D. A neural network model for attribute-based decision processes // Cognitive Science.1993, V. 17. P. 349—396.
Information About the Authors
Metrics
Views
Total: 1474
Previous month: 16
Current month: 6
Downloads
Total: 552
Previous month: 3
Current month: 0