Concepedia

Context-aware Recommendation

Context-Aware Recommendation is a recommender-systems approach that extends conventional user–item recommendation by explicitly modeling and incorporating contextual variables (e.g., time, location, companion, device, or task) representing the user’s situational environment into the prediction of item relevance.

2.4K

Publications

145.7K

Citations

6.6K

Authors

1.6K

Institutions

Publications per year

2017–2026

1.2K

Variants

CarsContext-aware Recommender Systems

Parents

Children

Publications

2.4K

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

, , +14

Hybrid Recommender Systems: Survey and Experiments

Robin Burke · User Modeling and User-Adapted Interaction · 2002 · 3.8K citations

, , +10

Self-Attentive Sequential Recommendation

Wang-Cheng Kang, Julian McAuley · 2018 · 2.7K citations

, , +15

A contextual-bandit approach to personalized news article recommendation

Lihong Li, Wei Chu, John Langford et al. · 2010 · 2.5K citations · Full text

, , +16

BERT4Rec

Fei Sun, Jun Liu, Jian Wu et al. · 2019 · 2.3K citations

, , +11

1–5 of 2.4K

Authors

6.6K

  1. FR
    Francesco Ricci⋆

    Free University of Bozen-Bolzano, Italy

    26 publications · 3.5K citations

    19

    h-index

  2. BM
    Bamshad Mobasher

    DePaul University, United States

    21 publications · 3.1K citations

    19

    h-index

  3. RB
    Robin Burke

    DePaul University, United States

    20 publications · 2K citations

    18

    h-index

  4. AT
    Alexander Tuzhilin

    New York University, United States

    20 publications · 12.6K citations

    17

    h-index

  5. WX
    Wayne Xin Zhao

    Renmin University of China, China

    15 publications · 1.7K citations

    15

    h-index

1–5 of 6.6K

Institutions

1.6K

  1. University of Technology Sydney

    Sydney, Australia

    27 h-index

    64 publications

    12.8K citations

  2. University of Science and Technology of China

    Hefei, China

    25 h-index

    60 publications

    3.8K citations

  3. Nanyang Technological University

    Singapore, Singapore

    25 h-index

    65 publications

    4.6K citations

  4. Chinese Academy of Sciences

    Beijing, China

    24 h-index

    84 publications

    9.4K citations

  5. Wuhan University

    Wuhan, China

    23 h-index

    107 publications

    4.7K citations

  6. Tsinghua University

    Beijing, China

    22 h-index

    122 publications

    4.8K citations

  7. Renmin University of China

    Beijing, China

    21 h-index

    81 publications

    5.1K citations

  8. Microsoft Research Asia (China)

    Beijing, China

    21 h-index

    54 publications

    5.5K citations

1–8 of 1.6K

Venues

  1. Expert Systems with Applications

    100 publications · 7.6K citations

    44

    h-index

  2. Knowledge-Based Systems

    49 publications · 3.4K citations

    31

    h-index

  3. Information Sciences

    40 publications · 1.8K citations

    27

    h-index

  4. Neurocomputing

    42 publications · 2.1K citations

    27

    h-index

  5. IEEE Access

    51 publications · 2.1K citations

    25

    h-index

1–5