Concepedia

Serendipity Evaluation

Serendipity Evaluation is a methodological framework within recommendation evaluation that assesses the extent to which a recommender system generates unexpected yet relevant and valuable items for users, distinguishing itself from traditional accuracy- or diversity-focused metrics by prioritizing the discovery of non-obvious, surprising recommendations that align with user preferences.

27

Publications

795

Citations

61

Authors

23

Institutions

Publications per year

2017–2026

13

Parents

Publications

27

Serendipity in Recommender Systems: A Systematic Literature Review

Reza Jafari Ziarani, Reza Ravanmehr · Journal of Computer Science and Technology · 2021 · 116 citations

, , +13

Challenges of Serendipity in Recommender Systems

Denis Kotkov, Jari Veijalainen, Shuaiqiang Wang · 2016 · 75 citations · Full text

, , +16

Measuring the Dimensions of Serendipity in Digital Environments.

Lori McCay‐Peet, Elaine G. Toms · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2011 · 50 citations · Full text

, , +16

Serendipitous Personalized Ranking for Top-N Recommendation

Qiuxia Lu, Tianqi Chen, Weinan Zhang et al. · 2012 · 44 citations

, , +15

SIRUP

Valentina Maccatrozzo, Manon Terstall, Lora Aroyo et al. · 2017 · 39 citations · Full text

, , +16

1–5 of 27

Authors

61

  1. DK
    Denis Kotkov

    University of Jyväskylä, Finland

    3 publications · 112 citations

    3

    h-index

  2. XN
    Xi Niu

    University of North Carolina at Charlotte, United States

    3 publications · 47 citations

    3

    h-index

  3. DY
    Diyi Yang

    Georgia Institute of Technology, United States

    2 publications · 80 citations

    2

    h-index

  4. SM
    Stephann Makri

    City, University of London, United Kingdom

    2 publications · 30 citations

    2

    h-index

  5. SW
    Shuaiqiang Wang

    Baidu (China), China

    2 publications · 87 citations

    2

    h-index

1–5 of 61

Institutions

23

  1. University of North Carolina at Charlotte

    Charlotte, United States

    3 h-index

    6 publications

    94 citations

  2. Islamic Azad University Central Tehran Branch

    Tehran, Iran

    2 h-index

    4 publications

    294 citations

  3. University of Jyväskylä

    Jyväskylä, Finland

    2 h-index

    5 publications

    249 citations

  4. University of Dundee

    Dundee, United Kingdom

    2 h-index

    4 publications

    74 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    10 publications

    400 citations

  6. Technion – Israel Institute of Technology

    Haifa, Israel

    1 h-index

    1 publications

    15 citations

  7. University of Helsinki

    Helsinki, Finland

    1 h-index

    3 publications

    75 citations

  8. Renmin University of China

    Beijing, China

    1 h-index

    1 publications

    16 citations

1–8 of 23

Venues

  1. Electronic workshops in computing

    1 publications · 13 citations

    1

    h-index

  2. Journal of Computer Science and Technology

    1 publications · 116 citations

    1

    h-index

  3. 1

    h-index

  4. Procedia Computer Science

    1 publications · 22 citations

    1

    h-index

  5. The Journal of Creative Behavior

    JCB · 1 publications · 30 citations

    1

    h-index

1–5