The Formation of User Model in Scientifi c Recommender Systems

Volume: 6 Number: 6 July 1, 2016
  • A.i. Guseva
  • V.s. Kireev
  • P.v. Bochkarev
  • D.s. Smirnov
  • S.a. Filippov
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International Review of Management and Marketing
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The Formation of User Model in Scientifi c Recommender Systems

Abstract

In this paper are considered questions which connected with building of the hybrid user model in scientific recommender systems. Offered model is consistent with conceptual model of the presentation scientific CERIF data (Common European Research Information Format). The authors propose an approach using semantic networks. The model considers the main entities of a physical data model, received from generally available sources. During creation of model approaches from area of marketing were used, in particular psychographic approach. Quantitative experiment for profiles of the users of the “International congress conference «Information technologies in education»” portal. Results of experiment have confirmed adequacy of the offered models. The offered detail level of model and methods of its representation are directed to further improving of a pertinent of all personalisation algorithms. This study was financially supported according to Federal Target Program “Research and development on priority directions of scientific-technological complex of Russia for 2014-2020” (grant № RFMEFI57614X0068).

Keywords

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

A.i. Guseva This is me

V.s. Kireev This is me

P.v. Bochkarev This is me

D.s. Smirnov This is me

S.a. Filippov This is me

Publication Date

July 1, 2016

Submission Date

July 1, 2016

Acceptance Date

-

Published in Issue

Year 2016 Volume: 6 Number: 6

IZ

https://izlik.org/JA95KB32TD

Cite

RIS / Bibtex
APA
Guseva, A., Kireev, V., Bochkarev, P., Smirnov, D., & Filippov, S. (2016). The Formation of User Model in Scientifi c Recommender Systems. International Review of Management and Marketing, 6(6), 214-220. https://izlik.org/JA95KB32TD
AMA
1.Guseva A, Kireev V, Bochkarev P, Smirnov D, Filippov S. The Formation of User Model in Scientifi c Recommender Systems. IRMM. 2016;6(6):214-220. https://izlik.org/JA95KB32TD
Chicago
Guseva, A.i., V.s. Kireev, P.v. Bochkarev, D.s. Smirnov, and S.a. Filippov. 2016. “The Formation of User Model in Scientifi C Recommender Systems”. International Review of Management and Marketing 6 (6): 214-20. https://izlik.org/JA95KB32TD.
EndNote
Guseva A, Kireev V, Bochkarev P, Smirnov D, Filippov S (July 1, 2016) The Formation of User Model in Scientifi c Recommender Systems. International Review of Management and Marketing 6 6 214–220.
IEEE
[1]A. Guseva, V. Kireev, P. Bochkarev, D. Smirnov, and S. Filippov, “The Formation of User Model in Scientifi c Recommender Systems”, IRMM, vol. 6, no. 6, pp. 214–220, July 2016, [Online]. Available: https://izlik.org/JA95KB32TD
ISNAD
Guseva, A.i. - Kireev, V.s. - Bochkarev, P.v. - Smirnov, D.s. - Filippov, S.a. “The Formation of User Model in Scientifi C Recommender Systems”. International Review of Management and Marketing 6/6 (July 1, 2016): 214-220. https://izlik.org/JA95KB32TD.
JAMA
1.Guseva A, Kireev V, Bochkarev P, Smirnov D, Filippov S. The Formation of User Model in Scientifi c Recommender Systems. IRMM. 2016;6:214–220.
MLA
Guseva, A.i., et al. “The Formation of User Model in Scientifi C Recommender Systems”. International Review of Management and Marketing, vol. 6, no. 6, July 2016, pp. 214-20, https://izlik.org/JA95KB32TD.
Vancouver
1.A.i. Guseva, V.s. Kireev, P.v. Bochkarev, D.s. Smirnov, S.a. Filippov. The Formation of User Model in Scientifi c Recommender Systems. IRMM [Internet]. 2016 Jul. 1;6(6):214-20. Available from: https://izlik.org/JA95KB32TD