Concepedia

Knowledge-based Recommendation

Knowledge-Based Recommendation is a type of recommender system that generates suggestions by leveraging structured domain knowledge and explicit user preferences, distinguishing itself from other recommendation approaches through its reliance on inference mechanisms rather than historical or collaborative data patterns.

1.4K

Publications

72.6K

Citations

4.1K

Authors

1.1K

Institutions

Publications per year

2017–2026

932

Variants

Knowledge-based Recommender Systems

Parents

Children

Publications

1.4K

1–5 of 1.4K

Authors

4.1K

  1. XX
    Xing Xie

    Microsoft Research Asia (China), China

    20 publications · 6K citations

    18

    h-index

  2. AF
    Alexander Felfernig

    Graz University of Technology, Austria

    17 publications · 840 citations

    14

    h-index

  3. JW
    Ji-Rong Wen

    Renmin University of China, China

    14 publications · 2K citations

    14

    h-index

  4. WX
    Wayne Xin Zhao

    Renmin University of China, China

    12 publications · 1.9K citations

    13

    h-index

  5. GS
    Giovanni Semeraro

    University of Bari Aldo Moro, Italy

    10 publications · 425 citations

    11

    h-index

1–5 of 4.1K

Institutions

1.1K

  1. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    73 publications

    6.2K citations

  2. Microsoft Research Asia (China)

    Beijing, China

    24 h-index

    66 publications

    17.4K citations

  3. Tsinghua University

    Beijing, China

    24 h-index

    97 publications

    8.9K citations

  4. University of Science and Technology of China

    Hefei, China

    22 h-index

    73 publications

    8.3K citations

  5. University of Technology Sydney

    Sydney, Australia

    21 h-index

    51 publications

    3K citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    20 h-index

    67 publications

    8.2K citations

  7. Zhejiang University

    Hangzhou, China

    18 h-index

    80 publications

    5.2K citations

  8. Nanyang Technological University

    Singapore, Singapore

    18 h-index

    38 publications

    2.7K citations

1–8 of 1.1K

Venues

  1. Expert Systems with Applications

    76 publications · 5.3K citations

    39

    h-index

  2. Knowledge-Based Systems

    45 publications · 2.7K citations

    29

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 29 publications · 2.9K citations

    22

    h-index

  4. Information Sciences

    27 publications · 1.2K citations

    21

    h-index

  5. IEEE Access

    29 publications · 1.2K citations

    18

    h-index

1–5