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Factorization Forecasting Approach For User Modeling / Nguyen Thai-Nghe, Lars Schmidt-Thieme // Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics . - 2015. - P. 133-147. - ISSN:


15 p.
Ký hiệu phân loại (DDC): 005
In this work, an approach which integrates forecasting model into matrix factorization modelto take into account sequential/temporal effects in user modeling since users' need /knowledge maychange overtime is introduced. The model as well as how to use stochastic gradient descent to learn this model, thenresulting with an algorithm are thoroughly presented. The proposed modelis validated using several data sets which are extracted from both e—commerce and e—learning areas.
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