Concepedia

Knowledge-based Recommendation Systems

Knowledge-Based Recommendation Systems is a recommender system that specifically relies on explicit domain knowledge and user preferences to generate recommendations by reasoning about the functional or physical characteristics of items, distinguishing it from collaborative or content-based approaches through its emphasis on knowledge representation and inference.

505

Publications

29.1K

Citations

1.7K

Authors

565

Institutions

Publications per year

2017–2026

308

Parents

Publications

505

KGAT

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2.1K citations · Full text

, , +16

Recommender system application developments: A survey

Jie Lü, Dianshuang Wu, Mingsong Mao et al. · Decision Support Systems · 2015 · 1.6K citations

, , +12

RippleNet

2018 · 1.1K citations · Full text

, , +16

Knowledge Graph Convolutional Networks for Recommender Systems

2019 · 967 citations · Full text

, , +17

A Survey on Knowledge Graph-Based Recommender Systems

Qingyu Guo, Fuzhen Zhuang, Chuan Qin et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 845 citations · Full text

, , +15

1–5 of 505

Authors

1.7K

  1. AF
    Alexander Felfernig

    Graz University of Technology, Austria

    18 publications · 1K citations

    15

    h-index

  2. GS
    Giovanni Semeraro

    University of Bari Aldo Moro, Italy

    8 publications · 315 citations

    8

    h-index

  3. PL
    Pasquale Lops

    University of Bari Aldo Moro, Italy

    7 publications · 293 citations

    7

    h-index

  4. MZ
    Markus Zanker

    University of Klagenfurt, Austria

    7 publications · 421 citations

    7

    h-index

  5. YB
    Yolanda Blanco‐Fernández

    Universidade de Vigo, Spain

    6 publications · 314 citations

    6

    h-index

1–5 of 1.7K

Institutions

565

  1. University of Klagenfurt

    Klagenfurt, Austria

    15 h-index

    34 publications

    2.1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    24 publications

    3.5K citations

  3. Graz University of Technology

    Graz, Austria

    10 h-index

    31 publications

    1.4K citations

  4. Tsinghua University

    Beijing, China

    10 h-index

    27 publications

    3.2K citations

  5. University of Bari Aldo Moro

    Bari, Italy

    10 h-index

    35 publications

    1.2K citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    10 h-index

    21 publications

    950 citations

  7. University of Science and Technology of China

    Hefei, China

    9 h-index

    18 publications

    3.9K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    24 publications

    2.6K citations

1–8 of 565

Venues

  1. Expert Systems with Applications

    35 publications · 2.5K citations

    27

    h-index

  2. Knowledge-Based Systems

    19 publications · 1.1K citations

    16

    h-index

  3. IEEE Access

    16 publications · 590 citations

    14

    h-index

  4. Information Sciences

    10 publications · 586 citations

    10

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 11 publications · 1.4K citations

    10

    h-index

1–5