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DDC
| 005 | |
Tác giả CN
| Nguyen Thai-Nghe | |
Nhan đề
| Factorization Forecasting Approach For User Modeling / Nguyen Thai-Nghe, Lars Schmidt-Thieme | |
Mô tả vật lý
| 15 p. | |
Tóm tắt
| 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. | |
Từ khóa tự do
| Factorization forecasting | |
Từ khóa tự do
| Intelligent tutoring systems | |
Từ khóa tự do
| Matrix factorization | |
Từ khóa tự do
| Remunmender systems | |
Từ khóa tự do
| Sequential effect | |
Từ khóa tự do
| User modeling | |
Tác giả(bs) CN
| Lars Schmidt-Thieme | |
Nguồn trích
| Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics 2015P. 133-147
Số: 2
Tập: 31 |
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000
| 00000nab#a2200000ui#4500 |
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| 001 | 21965 |
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| 002 | 9 |
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| 004 | D274E07C-0836-41E2-893E-820E89FE045C |
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| 005 | 202006292259 |
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| 008 | 081223s vm| vie |
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| 009 | 1 0 |
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| 039 | |y20200629225953|zthaopt |
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| 082 | |a005 |
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| 100 | |aNguyen Thai-Nghe |
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| 245 | |aFactorization Forecasting Approach For User Modeling / |cNguyen Thai-Nghe, Lars Schmidt-Thieme |
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| 300 | |a15 p. |
|---|
| 520 | |aIn 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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| 653 | |aFactorization forecasting |
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| 653 | |aIntelligent tutoring systems |
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| 653 | |aMatrix factorization |
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| 653 | |aRemunmender systems |
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| 653 | |aSequential effect |
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| 653 | |aUser modeling |
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| 700 | |aLars Schmidt-Thieme |
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| 773 | |tTạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics |d2015|gP. 133-147|v31|i2 |
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| 890 | |c1|a0|b0|d8 |
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