Concepedia

Next-basket Recommendation

Next-Basket Recommendation is a sequential recommendation task that predicts the set of items a user will purchase in the next shopping basket, distinguished from next-item prediction by modeling multi-item, unordered transactions in temporal sequences.

33

Publications

2.2K

Citations

105

Authors

42

Institutions

Publications per year

2017–2026

27

Parents

Publications

33

A Dynamic Recurrent Model for Next Basket Recommendation

Yu Feng, Qiang Liu, Shu Wu et al. · 2016 · 498 citations

, , +9

Learning Hierarchical Representation Model for NextBasket Recommendation

Pengfei Wang, Jiafeng Guo, Yanyan Lan et al. · 2015 · 426 citations

, , +13

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

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

, , +10

Modeling Personalized Item Frequency Information for Next-basket Recommendation

Haoji Hu, Xiangnan He, Jinyang Gao et al. · 2020 · 124 citations

, , +10

Adaptation and Evaluation of Recommendations for Short-term Shopping Goals

Dietmar Jannach, Lukas Lerche, Michael Jugovac · 2015 · 115 citations

, , +16

1–5 of 33

Authors

105

  1. PW
    Pengfei Wang

    Beijing University of Posts and Telecommunications, China

    4 publications · 598 citations

    4

    h-index

  2. MD
    Maarten de Rijke

    University of Amsterdam, Netherlands

    3 publications · 112 citations

    3

    h-index

  3. RG
    Riccardo Guidotti

    University of Pisa, Italy

    3 publications · 80 citations

    3

    h-index

  4. FG
    Fosca Giannotti

    University of Pisa, Italy

    3 publications · 80 citations

    3

    h-index

  5. MA
    Mozhdeh Ariannezhad

    University of Amsterdam, Netherlands

    3 publications · 112 citations

    3

    h-index

1–5 of 105

Institutions

42

  1. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    19 publications

    5.2K citations

  2. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    13 publications

    506 citations

  3. University of Technology Sydney

    Sydney, Australia

    3 h-index

    5 publications

    174 citations

  4. Tsinghua University

    Beijing, China

    2 h-index

    3 publications

    118 citations

  5. Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

    Pisa, Italy

    2 h-index

    6 publications

    174 citations

  6. Institute of Computing Technology

    Beijing, China

    2 h-index

    7 publications

    2.6K citations

  7. Université de Montréal

    Montreal, Canada

    2 h-index

    4 publications

    288 citations

  8. University of Minnesota

    Minneapolis, United States

    2 h-index

    4 publications

    268 citations

1–8 of 42

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 25 citations

    2

    h-index

  2. ACM Transactions on Information Systems

    2 publications · 53 citations

    2

    h-index

  3. IEEE Access

    2 publications · 32 citations

    2

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 89 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 63 citations

    2

    h-index

1–5