Concepedia

Item Co-occurrence Analysis

Item Co-Occurrence Analysis is a methodological framework within basket analysis that identifies and quantifies the frequency with which pairs or sets of items appear together in transactional datasets, distinguishing it from other association mining techniques by focusing specifically on pairwise or higher-order co-occurrence patterns as indicators of item-level relationships.

52

Publications

2.4K

Citations

207

Authors

93

Institutions

Publications per year

2017–2026

36

Parents

Publications

52

Factorization Meets the Item Embedding

Dawen Liang, Jaan Altosaar, Laurent Charlin et al. · 2016 · 250 citations

, , +12

Memory Augmented Graph Neural Networks for Sequential Recommendation

Chen Ma, Liheng Ma, Yingxue Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 231 citations · Full text

, , +14

Embedding Factorization Models for Jointly Recommending Items and User Generated Lists

Da Cao, Liqiang Nie, Xiangnan He et al. · 2017 · 145 citations

, , +11

Modeling Location-Based User Rating Profiles for Personalized Recommendation

Hongzhi Yin, Bin Cui, Ling Chen et al. · ACM Transactions on Knowledge Discovery from Data · 2015 · 137 citations

, , +12

Latent Structure Mining With Contrastive Modality Fusion for Multimedia Recommendation

Jinghao Zhang, Yanqiao Zhu, Qiang Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 135 citations

, , +12

1–5 of 52

Authors

207

  1. SZ
    Siming Zhou

    China Medical University, China

    6 publications · 263 citations

    6

    h-index

  2. ZT
    Zhengbo Tao

    China Medical University, China

    5 publications · 246 citations

    5

    h-index

  3. KW
    Kaicheng Wen

    China Medical University, China

    4 publications · 193 citations

    4

    h-index

  4. LT
    Lin Tao

    China Medical University, China

    4 publications · 202 citations

    4

    h-index

  5. YM
    Yan Meng

    Broad Institute, United States

    4 publications · 196 citations

    4

    h-index

1–5 of 207

Institutions

93

  1. China Medical University

    Shenyang, China

    13 h-index

    61 publications

    2.8K citations

  2. First Hospital of China Medical University

    Shenyang, China

    10 h-index

    44 publications

    1.9K citations

  3. Dalian Medical University

    Dalian, China

    2 h-index

    6 publications

    138 citations

  4. Peking University

    Beijing, China

    2 h-index

    2 publications

    170 citations

  5. Beijing Institute of Big Data Research

    Beijing, China

    2 h-index

    5 publications

    77 citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    5 publications

    80 citations

  7. Fourth Affiliated Hospital of China Medical University

    Shenyang, China

    2 h-index

    5 publications

    324 citations

  8. Dalian University of Technology

    Dalian, China

    2 h-index

    5 publications

    190 citations

1–8 of 93

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 5 publications · 344 citations

    5

    h-index

  2. Annals of Translational Medicine

    4 publications · 164 citations

    4

    h-index

  3. PeerJ

    2 publications · 63 citations

    2

    h-index

  4. Annals of Palliative Medicine

    2 publications · 35 citations

    2

    h-index

  5. ACM Transactions on Knowledge Discovery from Data

    TKDD · 1 publications · 137 citations

    1

    h-index

1–5