Concepedia

Merchandise Analytics

Merchandise Analytics is a systematic analytical framework that employs data-driven methods to optimize product assortment, pricing, and inventory decisions in digital retail environments by leveraging consumer behavior and sales performance data.

46

Publications

2.6K

Citations

111

Authors

86

Institutions

Publications per year

2017–2026

29

Parents

Publications

46

The Role of Big Data and Predictive Analytics in Retailing

Eric T. Bradlow, Manish Gangwar, Praveen K. Kopalle et al. · Journal of Retailing · 2017 · 488 citations

, , +14

Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies

Marcello M. Mariani, Samuel Fosso Wamba · Journal of Business Research · 2020 · 258 citations · Full text

, , +16

Data-driven Machine Learning and Neural Network Algorithms in the Retailing Environment: Consumer Engagement, Experience,and Purchase Behaviors

Economics Management and Financial Markets · 2022 · 129 citations

, , +17

Applications of data mining in retail business

Sani Ahmed · 2004 · 97 citations

, , +17

A data mining approach for retail knowledge discovery with consideration of the effect of shelf-space adjacency on sales

Yen‐Liang Chen, Jen‐Ming Chen, Ching-Wen Tung · Decision Support Systems · 2006 · 91 citations

, , +15

1–5 of 46

Authors

111

  1. RB
    Ron Berman

    University of Pennsylvania, United States

    2 publications · 118 citations

    2

    h-index

  2. AI
    Ayelet Israeli

    Harvard University, United States

    2 publications · 118 citations

    2

    h-index

  3. FM
    Fumikazu Morimura

    Hokkaido University, Japan

    1 publications · 53 citations

    1

    h-index

  4. RE
    Riyad Eid

    United Arab Emirates University, United Arab Emirates

    1 publications · 86 citations

    1

    h-index

  5. SF
    Stanley F. Stasch

    Loyola University Chicago, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 111

Institutions

86

  1. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    4 publications

    690 citations

  2. IBM (United States)

    Armonk, United States

    2 h-index

    10 publications

    410 citations

  3. Dartmouth College

    Hanover, United States

    2 h-index

    2 publications

    538 citations

  4. Applied Science Private University

    Amman, Jordan

    2 h-index

    5 publications

    139 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    121 citations

  6. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    4 publications

    110 citations

  7. University of Sadat City

    Sadat, Egypt

    1 h-index

    1 publications

    86 citations

  8. Morgan Stanley (United States)

    New York, United States

    1 h-index

    1 publications

    84 citations

1–8 of 86

Venues

  1. 3

    h-index

  2. Journal of Retailing and Consumer Services

    3 publications · 191 citations

    3

    h-index

  3. Journal of Retailing

    3 publications · 551 citations

    3

    h-index

  4. Marketing Science

    2 publications · 133 citations

    2

    h-index

  5. Production and Operations Management

    POMS · 2 publications · 104 citations

    2

    h-index

1–5