Concepedia

Customer Embedding

Customer Embedding is a numerical representation technique that maps individual customer attributes and behaviors into a continuous, low-dimensional vector space to preserve relational and sequential patterns for predictive modeling in customer profiling.

4

Publications

100

Citations

16

Authors

8

Institutions

Publications per year

2017–2026

4

Parents

Publications

4

Learning latent representations of bank customers with the Variational Autoencoder

Rogelio A. Mancisidor, Michael Kampffmeyer, Kjersti Aas et al. · Duo Research Archive (University of Oslo) · 2020 · 35 citations · Full text

, , +11

A Model-Based Embedding Technique for Segmenting Customers

Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman · Operations Research · 2018 · 30 citations

, , +15

Will This Online Shopping Session Succeed? Predicting Customer's Purchase Intention Using Embeddings

Miguel Alves Gomes, Richard Meyes, Philipp Meisen et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 19 citations · Full text

, , +15

TriATNE: Tripartite Adversarial Training for Network Embeddings

Qidong Liu, Cheng Long, Jie Zhang et al. · IEEE Transactions on Cybernetics · 2021 · 16 citations

, , +11

1–4 of 4

Authors

16

  1. MA
    Miguel Alves Gomes

    University of Wuppertal, Germany

    1 publications · 19 citations

    1

    h-index

  2. QL
    Qidong Liu

    Tongji University, China

    1 publications · 16 citations

    1

    h-index

  3. MK
    Michael Kampffmeyer

    UiT The Arctic University of Norway, Norway

    1 publications · 35 citations

    1

    h-index

  4. PL
    Pei Lv

    Zhengzhou University, China

    1 publications · 16 citations

    1

    h-index

  5. JZ
    Jie Zhang

    Nanyang Technological University, Singapore

    1 publications · 16 citations

    1

    h-index

1–5 of 16

Institutions

8

  1. Zhengzhou University

    Zhengzhou, China

    1 h-index

    3 publications

    48 citations

  2. University of Wuppertal

    Wuppertal, Germany

    1 h-index

    3 publications

    57 citations

  3. UiT The Arctic University of Norway

    Tromsø, Norway

    1 h-index

    3 publications

    105 citations

  4. Courant Institute of Mathematical Sciences

    New York, United States

    1 h-index

    2 publications

    60 citations

  5. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    3 publications

    48 citations

  6. Norwegian Computing Center

    Oslo, Norway

    1 h-index

    3 publications

    105 citations

  7. New York University

    New York, United States

    1 h-index

    3 publications

    90 citations

  8. ProteinSimple (United States)

    San Jose, United States

    1 h-index

    1 publications

    19 citations

1–8 of 8

Venues

  1. Operations Research

    1 publications · 30 citations

    1

    h-index

  2. IEEE Transactions on Cybernetics

    1 publications · 16 citations

    1

    h-index

  3. Duo Research Archive (University of Oslo)

    Repository · 1 publications · 35 citations

    1

    h-index

  4. 1

    h-index

1–4