Concepedia

Basket Recommendation

Basket Recommendation is a computational method that, within the domain of market basket analysis, specifically generates personalized item suggestions for inclusion in a user's current or future transactional basket based on patterns of co-purchased items.

22

Publications

829

Citations

76

Authors

34

Institutions

Publications per year

2017–2026

15

Variants

Basket-based RecommendationMarket Basket Recommendation

Parents

Publications

22

The World is Binary: Contrastive Learning for Denoising Next Basket Recommendation

Yuqi Qin, Pengfei Wang, Chenliang Li · 2021 · 134 citations

, , +10

An Attribute-aware Neural Attentive Model for Next Basket Recommendation

Ting Bai, Jian‐Yun Nie, Wayne Xin Zhao et al. · 2018 · 97 citations

, , +14

Correlation-Sensitive Next-Basket Recommendation

Duc-Trong Le, Hady W. Lauw, Yuan Fang · 2019 · 80 citations · Full text

, , +12

Grocery shopping recommendations based on basket-sensitive random walk

Ming Li, Benjamin Dias, Ian H. Jarman et al. · 2009 · 57 citations

, , +16

Recency Aware Collaborative Filtering for Next Basket Recommendation

Guglielmo Faggioli, Mirko Polato, Fabio Aiolli · 2020 · 57 citations

, , +11

1–5 of 22

Authors

76

  1. BD
    Benjamin Dias

    Unilever (United Kingdom), United Kingdom

    2 publications · 79 citations

    2

    h-index

  2. YF
    Yuan Fang

    Singapore Management University, Singapore

    2 publications · 117 citations

    2

    h-index

  3. HW
    Hady W. Lauw

    Singapore Management University, Singapore

    2 publications · 117 citations

    2

    h-index

  4. WE
    Wael El‐Deredy

    University of Manchester, United Kingdom

    2 publications · 79 citations

    2

    h-index

  5. PW
    Pengfei Wang

    Beijing University of Posts and Telecommunications, China

    2 publications · 158 citations

    2

    h-index

1–5 of 76

Institutions

34

  1. University of Manchester

    Manchester, United Kingdom

    2 h-index

    2 publications

    79 citations

  2. Unilever (United Kingdom)

    London, United Kingdom

    2 h-index

    4 publications

    158 citations

  3. University of Technology Sydney

    Sydney, Australia

    2 h-index

    3 publications

    44 citations

  4. Singapore Management University

    Singapore, Singapore

    2 h-index

    5 publications

    314 citations

  5. Liverpool John Moores University

    Liverpool, United Kingdom

    2 h-index

    3 publications

    136 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    4 publications

    64 citations

  7. Marmara University

    Istanbul, Türkiye

    1 h-index

    1 publications

    26 citations

  8. National Supercomputing Center in Wuxi

    Wuxi, China

    1 h-index

    2 publications

    28 citations

1–8 of 34

Venues

  1. IEEE Access

    1 publications · 15 citations

    1

    h-index

  2. Procedia - Social and Behavioral Sciences

    1 publications · 26 citations

    1

    h-index

  3. Journal on Data Semantics

    JoDS · 1 publications · 17 citations

    1

    h-index

  4. 1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 24 citations

    1

    h-index

1–5