Concepedia

Memory-based Hybrid Recommendation

Memory-Based Hybrid Recommendation is a hybrid recommendation approach that integrates memory-based collaborative filtering methods with other recommendation techniques by leveraging stored user-item interaction data to compute predictions through similarity measures and neighborhood models.

30

Publications

5.7K

Citations

106

Authors

52

Institutions

Publications per year

2017–2026

16

Parents

Publications

30

A Survey of Collaborative Filtering Techniques

Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 2009 · 3.6K citations · Full text

, , +16

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach

David M. Pennock, Eric Horvitz, Steve Lawrence et al. · arXiv (Cornell University) · 2013 · 506 citations · Full text

, , +16

A Survey of Collaborative Filtering-Based Recommender Systems: From Traditional Methods to Hybrid Methods Based on Social Networks

Rui Chen, Qingyi Hua, Yan‐Shuo Chang et al. · IEEE Access · 2018 · 311 citations · Full text

, , +15

RegionKNN: A Scalable Hybrid Collaborative Filtering Algorithm for Personalized Web Service Recommendation

Xi Chen, Xudong Liu, Zicheng Huang et al. · 2010 · 245 citations

, , +13

Collaborative Filtering for Recommender Systems

Ruisheng Zhang, Qi-dong Liu, Chun-Gui et al. · 2014 · 123 citations

, , +14

1–5 of 30

Authors

106

  1. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    2 publications · 3.6K citations

    2

    h-index

  2. XS
    Xiaoyuan Su

    Florida Atlantic University, United States

    2 publications · 3.6K citations

    2

    h-index

  3. JL
    Jing Lv

    Chongqing University, China

    1 publications · 52 citations

    1

    h-index

  4. YZ
    Yuan Zhang

    Southwest University, China

    1 publications · 40 citations

    1

    h-index

  5. GK
    George Karypis

    University of Minnesota, United States

    1 publications · 106 citations

    1

    h-index

1–5 of 106

Institutions

52

  1. Florida Atlantic University

    Boca Raton, United States

    2 h-index

    5 publications

    7.3K citations

  2. Beihang University

    Beijing, China

    2 h-index

    5 publications

    1K citations

  3. Jawaharlal Nehru University

    New Delhi, India

    1 h-index

    2 publications

    80 citations

  4. University of Alberta

    Edmonton, Canada

    1 h-index

    1 publications

    19 citations

  5. Lanzhou University

    Lanzhou, China

    1 h-index

    5 publications

    615 citations

  6. Vietnam National University Ho Chi Minh City

    Ho Chi Minh City, Vietnam

    1 h-index

    1 publications

    32 citations

  7. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    1 h-index

    2 publications

    62 citations

  8. Baidu (China)

    Beijing, China

    1 h-index

    1 publications

    68 citations

1–8 of 52

Venues

  1. IEEE Access

    2 publications · 329 citations

    2

    h-index

  2. IEEE Transactions on Industrial Informatics

    2 publications · 81 citations

    2

    h-index

  3. Scientometrics

    1 publications · 16 citations

    1

    h-index

  4. Information Sciences

    1 publications · 32 citations

    1

    h-index

  5. CAAI Transactions on Intelligence Technology

    1 publications · 46 citations

    1

    h-index

1–5