Concepedia

Shapley Value Attribution

Shapley Value Attribution is a marketing attribution model that belongs to the class of cooperative game theory-based methods, distinguished by its allocation of credit to marketing touchpoints according to their marginal contributions to the overall conversion outcome, averaged over all possible permutations of touchpoint interactions.

127

Publications

7.3K

Citations

445

Authors

244

Institutions

Publications per year

2017–2026

94

Variants

Shapley Attribution

Parents

Publications

127

Consistent Individualized Feature Attribution for Tree Ensembles

Scott Lundberg, Gabriel Erion, Su‐In Lee · arXiv (Cornell University) · 2018 · 552 citations · Full text

, , +16

Interpretation of Compound Activity Predictions from Complex Machine Learning Models Using Local Approximations and Shapley Values

Raquel Rodríguez-Pérez, Jürgen Bajorath · Journal of Medicinal Chemistry · 2019 · 512 citations · Full text

, , +17

Algorithms to estimate Shapley value feature attributions

Hugh Chen, Ian Covert, Scott Lundberg et al. · Nature Machine Intelligence · 2023 · 416 citations

, , +5

The Shapley Value: Essays in Honor of Lloyd S. Shapley.

R. Cubitt, Alvin E. Roth · The Economic Journal · 1991 · 250 citations

, , +4

Explaining a series of models by propagating Shapley values

Hugh Chen, Scott Lundberg, Su‐In Lee · Nature Communications · 2022 · 241 citations · Full text

, , +14

1–5 of 127

Authors

445

  1. SL
    Su‐In Lee

    University of Washington, United States

    6 publications · 1.3K citations

    6

    h-index

  2. SL
    Scott Lundberg

    University of Washington, United States

    6 publications · 1.3K citations

    6

    h-index

  3. HC
    Hugh Chen

    University of Washington, United States

    5 publications · 725 citations

    5

    h-index

  4. SB
    Sylvain Béal

    Centre National de la Recherche Scientifique, France

    2 publications · 26 citations

    2

    h-index

  5. RB
    Ron Bitton

    Ben-Gurion University of the Negev, Israel

    2 publications · 141 citations

    2

    h-index

1–5 of 445

Institutions

244

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    6 publications

    221 citations

  2. University of Washington

    Seattle, United States

    4 h-index

    9 publications

    3.4K citations

  3. Columbia University

    New York, United States

    3 h-index

    8 publications

    185 citations

  4. University of East Anglia

    Norwich, United Kingdom

    3 h-index

    3 publications

    337 citations

  5. The University of Queensland

    Brisbane, Australia

    2 h-index

    2 publications

    45 citations

  6. Université Toulouse-I-Capitole

    Toulouse, France

    2 h-index

    2 publications

    151 citations

  7. Université Toulouse III - Paul Sabatier

    Toulouse, France

    2 h-index

    2 publications

    151 citations

  8. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    254 citations

1–8 of 244

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 941 citations

    12

    h-index

  2. Journal of Economic Theory

    JET · 5 publications · 307 citations

    5

    h-index

  3. Sensors

    2 publications · 27 citations

    2

    h-index

  4. 2

    h-index

  5. International Journal of Game Theory

    2 publications · 42 citations

    2

    h-index

1–5