Concepedia

Service Personalization Analytics

Service Personalization Analytics is a methodological framework within retail service analytics that systematically analyzes customer data to generate individualized service recommendations, distinguished by its focus on adaptive learning models that dynamically refine personalization strategies based on real-time behavioral and contextual inputs.

20

Publications

840

Citations

62

Authors

29

Institutions

Publications per year

2017–2026

12

Parents

Publications

20

Big Data and Service Operations

Maxime C. Cohen · Production and Operations Management · 2017 · 230 citations

, , +17

Online service personalization for apparel shopping

Eun‐Jung Lee, Jungkun Park · Journal of Retailing and Consumer Services · 2009 · 71 citations

, , +14

XRay: Enhancing the Web's Transparency with Differential Correlation

Mathias Lécuyer, Guillaume Ducoffe, Francis Lan et al. · arXiv (Cornell University) · 2014 · 71 citations · Full text

, , +13

Integrating web mining and neural network for personalized e-commerce automatic service

Pao‐Hua Chou, Pi‐Hsiang Li, Kuang-Ku Chen et al. · Expert Systems with Applications · 2009 · 66 citations

, , +16

A multi-objective service composition recommendation method for individualized customer: Hybrid MPA-GSO-DNN model

Zhengchao Liu, Shunsheng Guo, Lei Wang et al. · Computers & Industrial Engineering · 2018 · 49 citations

, , +16

1–5 of 20

Authors

62

  1. RG
    Roxana Geambasu

    Columbia University, United States

    2 publications · 103 citations

    2

    h-index

  2. RS
    Riley Spahn

    Columbia University, United States

    2 publications · 103 citations

    2

    h-index

  3. FL
    Francis Lan

    Columbia University, United States

    2 publications · 103 citations

    2

    h-index

  4. GD
    Guillaume Ducoffe

    National Institute for Research and Development in Informatics - ICI Bucharest, Romania

    2 publications · 103 citations

    2

    h-index

  5. ML
    Mathias Lécuyer

    Columbia University, United States

    2 publications · 103 citations

    2

    h-index

1–5 of 62

Institutions

29

  1. Columbia University

    New York, United States

    2 h-index

    14 publications

    721 citations

  2. Computer Algorithms for Medicine

    Graz, Austria

    2 h-index

    2 publications

    103 citations

  3. Louisiana State University

    Baton Rouge, United States

    1 h-index

    1 publications

    23 citations

  4. Nova Southeastern University

    Fort Lauderdale, United States

    1 h-index

    1 publications

    23 citations

  5. Marymount University

    Arlington, United States

    1 h-index

    1 publications

    17 citations

  6. Walailak University

    Nakhon Si Thammarat, Thailand

    1 h-index

    1 publications

    45 citations

  7. Ming Chuan University

    Taoyuan District, Taiwan

    1 h-index

    1 publications

    23 citations

  8. University of Palermo

    Palermo, Italy

    1 h-index

    2 publications

    32 citations

1–8 of 29

Venues

  1. Expert Systems with Applications

    2 publications · 81 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 103 citations

    2

    h-index

  3. Journal of Retailing and Consumer Services

    1 publications · 71 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5