Toward an effective hybrid collaborative filtering: A new approach based on matrix factorization and heuristic-based neighborhood

2015 Intelligent Systems and Computer Vision (ISCV) ◽

10.1109/isacv.2015.7105543 ◽

2015 ◽

Author(s):

Yasser El Madani El Alami ◽

El Habib Nfaoui ◽

Omar El Beqqali

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization ◽

New Approach ◽

Hybrid Collaborative Filtering

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Hybrid Collaborative Filtering with Semi-Stacked Denoising Autoencoders for Recommendation

2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) ◽

10.1109/dasc/picom/cbdcom/cyberscitech.2019.00029 ◽

2019 ◽

Cited By ~ 2

Author(s):

Hairui Zou ◽

Chaoxian Chen ◽

Changjian Zhao ◽

Bo Yang ◽

Zhongfeng Kang

Keyword(s):

Collaborative Filtering ◽

Hybrid Collaborative Filtering

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Personalized recommendation: an enhanced hybrid collaborative filtering

Advances in Computational Intelligence ◽

10.1007/s43674-021-00001-z ◽

2021 ◽

Vol 1 (4) ◽

Author(s):

Parivash Pirasteh ◽

Mohamed-Rafik Bouguelia ◽

K. C. Santosh

Keyword(s):

Collaborative Filtering ◽

Personalized Recommendation ◽

Hybrid Collaborative Filtering

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Using topic models with browsing history in hybrid collaborative filtering recommender system: Experiments with user ratings

International Journal of Information Management Data Insights ◽

10.1016/j.jjimei.2021.100027 ◽

2021 ◽

Vol 1 (2) ◽

pp. 100027

Author(s):

Dixon Prem Daniel Rajendran ◽

Rangaraja P Sundarraj

Keyword(s):

Collaborative Filtering ◽

Recommender System ◽

Topic Models ◽

Hybrid Collaborative Filtering ◽

User Ratings

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MSGD: A Novel Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on GPUs

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2017.2718515 ◽

2018 ◽

Vol 29 (7) ◽

pp. 1530-1544 ◽

Cited By ~ 32

Author(s):

Hao Li ◽

Kenli Li ◽

Jiyao An ◽

Keqin Li

Keyword(s):

Collaborative Filtering ◽

Recommender Systems ◽

Matrix Factorization ◽

Large Scale ◽

Factorization Approach

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Application and Research of Improved Probability Matrix Factorization Techniques in Collaborative Filtering

International Journal of Control and Automation ◽

10.14257/ijca.2014.7.8.08 ◽

2014 ◽

Vol 7 (8) ◽

pp. 79-92 ◽

Cited By ~ 7

Author(s):

Zhijun Zhang ◽

Hong Liu

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization

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A new approach for multi-source data prediction in Wireless Sensor Networks: Collaborative filtering

2012 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp.2012.6542800 ◽

2012 ◽

Cited By ~ 2

Author(s):

Mahdieh Inanloo ◽

Majid Ashouri ◽

Sanaz Gheibi ◽

A. M. Afshin Hemmatyar

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Collaborative Filtering ◽

Wireless Sensor ◽

New Approach ◽

Data Prediction ◽

Source Data

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Research of hybrid collaborative filtering algorithm based on news recommendation

2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei.2016.7852838 ◽

2016 ◽

Cited By ~ 3

Author(s):

Yao Dong ◽

Shan Liu ◽

Jianping Chai

Keyword(s):

Collaborative Filtering ◽

Filtering Algorithm ◽

Collaborative Filtering Algorithm ◽

Hybrid Collaborative Filtering ◽

News Recommendation

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Investigating Overparameterization for Non-Negative Matrix Factorization in Collaborative Filtering

10.1145/3460231.3478854 ◽

2021 ◽

Author(s):

Yuhi Kawakami ◽

Mahito Sugiyama

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

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Quantile Matrix Factorization for Collaborative Filtering

Lecture Notes in Business Information Processing - E-Commerce and Web Technologies ◽

10.1007/978-3-642-15208-5_23 ◽

2010 ◽

pp. 253-264 ◽

Cited By ~ 2

Author(s):

Alexandros Karatzoglou ◽

Markus Weimer

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization

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A new approach for rating prediction system using collaborative filtering

Iran Journal of Computer Science ◽

10.1007/s42044-018-00028-5 ◽

2018 ◽

Vol 2 (2) ◽

pp. 81-87 ◽

Cited By ~ 3

Author(s):

Pushpendra Kumar ◽

Vinod Kumar ◽

Ramjeevan Singh Thakur

Keyword(s):

Collaborative Filtering ◽

Prediction System ◽

New Approach ◽

Rating Prediction

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