A Comparison Study of Model Based Collaborative Filtering Using Alternating Least Square and Singular Value Decomposition

Collaborative Filtering ◽

Singular Value ◽

Least Square ◽

Comparison Study ◽

Model Based ◽

Movie Recommendation Engine using Collaborative Filtering with Alternative Least Square and Singular Value Decomposition Algorithms

IJARCCE ◽

10.17148/ijarcce.2019.8216 ◽

2019 ◽

Vol 8 (2) ◽

pp. 88-92

Author(s):

Rohan Mhetre ◽

Dr. Priya G

Keyword(s):

Collaborative Filtering ◽

Singular Value ◽

Least Square ◽

Decomposition Algorithms ◽

Movie Recommendation ◽

Proceedings of the 2019 the International Conference on Pattern Recognition and Artificial Intelligence - PRAI '19 ◽

Incorporating Singular Value Decomposition in User-based Collaborative Filtering Technique for a Movie Recommendation System

10.1145/3357777.3357782 ◽

2019 ◽

Cited By ~ 1

Author(s):

Vito Xituo Chen ◽

Tiffany Y. Tang

Keyword(s):

Collaborative Filtering ◽

Recommendation System ◽

Singular Value ◽

Filtering Technique ◽

Movie Recommendation ◽

Multi-criteria collaborative filtering with high accuracy using higher order singular value decomposition and Neuro-Fuzzy system

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.01.006 ◽

2014 ◽

Vol 60 ◽

pp. 82-101 ◽

Cited By ~ 50

Author(s):

Mehrbakhsh Nilashi ◽

Othman bin Ibrahim ◽

Norafida Ithnin

Keyword(s):

Collaborative Filtering ◽

Fuzzy System ◽

High Accuracy ◽

Higher Order ◽

Singular Value ◽

Neuro Fuzzy ◽

Using Singular Value Decomposition Approximation for Collaborative Filtering

Seventh IEEE International Conference on E-Commerce Technology (CEC'05) ◽

10.1109/icect.2005.102 ◽

2006 ◽

Cited By ~ 34

Author(s):

Sheng Zhang ◽

Weihong Wang ◽

J. Ford ◽

F. Makedon ◽

J. Pearlman

Keyword(s):

Collaborative Filtering ◽

Singular Value ◽

2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies ◽

Latent Factor Model Based on Simple Singular Value Decomposition for Personalized Comment Recommendation

10.1109/eidwt.2013.87 ◽

2013 ◽

Cited By ~ 2

Author(s):

Guangyi Zhang ◽

Yu Liu ◽

Junting Chen ◽

Yi Cai ◽

Huaqing Min

Keyword(s):

Factor Model ◽

Singular Value ◽

Latent Factor ◽

Model Based ◽

Latent Factor Model ◽

Text Document Classification basedon Least Square Support Vector Machines with Singular Value Decomposition

International Journal of Computer Applications ◽

10.5120/3312-4540 ◽

2011 ◽

Vol 27 (7) ◽

pp. 21-26 ◽

Cited By ~ 17

Author(s):

M.Ramakrishna Murty ◽

J.V.R Murthy ◽

Prasad Reddy P.V.G.D

Keyword(s):

Support Vector Machines ◽

Document Classification ◽

Singular Value ◽

Least Square ◽

Support Vector ◽

Text Document ◽

Vector Machines ◽

Text Document Classification ◽

NARX muscle model based on Functional Electrical Stimulation (FES) using polynomial estimators and Singular Value Decomposition (SVD)

2015 IEEE Conference on Systems, Process and Control (ICSPC) ◽

10.1109/spc.2015.7473579 ◽

2015 ◽

Cited By ~ 1

Author(s):

Ihsan Mohd Yassin ◽

Azlee Zabidi ◽

Rozita Jailani ◽

Nooritawati Md. Tahir ◽

Megat Syahirul Amin Megat Ali

Keyword(s):

Electrical Stimulation ◽

Functional Electrical Stimulation ◽

Singular Value ◽

Muscle Model ◽

Model Based ◽

A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition

Information Sciences ◽

10.1016/j.ins.2010.07.024 ◽

2010 ◽

Vol 180 (22) ◽

pp. 4290-4311 ◽

Cited By ~ 197

Author(s):

Ana Belén Barragáns-Martínez ◽

Enrique Costa-Montenegro ◽

Juan C. Burguillo ◽

Marta Rey-López ◽

Fernando A. Mikic-Fonte ◽

...

Keyword(s):

Collaborative Filtering ◽

Singular Value ◽

Value Decomposition ◽

Filtering Approach

Singular value decomposition for collaborative filtering on a GPU

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/10/1/012017 ◽

2010 ◽

Vol 10 ◽

pp. 012017 ◽

Cited By ~ 4

Author(s):

Kimikazu Kato ◽

Tikara Hosino

Keyword(s):

Collaborative Filtering ◽

Singular Value ◽

Stochastic multiple-input multiple-output channel model based on singular value decomposition

IET Communications ◽

10.1049/iet-com.2015.0362 ◽

2015 ◽

Vol 9 (15) ◽

pp. 1852-1856 ◽

Cited By ~ 4

Author(s):

Yang Liu ◽

Hong-bo Zhu ◽

Yu Yu ◽

Wen-Jun Lu

Keyword(s):

Channel Model ◽

Multiple Input Multiple Output ◽

Singular Value ◽

Output Channel ◽

Model Based ◽

Multiple Input ◽

Input Multiple Output ◽