Concepedia

Predictive Demand Analytics

Predictive Demand Analytics is a computational method within service demand management that leverages historical data, statistical algorithms, and machine learning techniques to forecast future service demand patterns, distinguishing itself by enabling proactive resource planning and decision-making through quantified predictions of demand fluctuations.

168

Publications

10.1K

Citations

579

Authors

272

Institutions

Publications per year

2017–2026

117

Parents

Publications

168

Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications

Benjamin T. Hazen, Christopher A. Boone, Jeremy D. Ezell et al. · International Journal of Production Economics · 2014 · 847 citations

, , +17

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

Kris Ferreira, Bin Hong Alex Lee, David Simchi‐Levi · Manufacturing & Service Operations Management · 2015 · 554 citations · Full text

, , +17

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

Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities

Mahya Seyedan, Fereshteh Mafakheri · Journal Of Big Data · 2020 · 469 citations · Full text

, , +11

A new approach to forecasting intermittent demand for service parts inventories

Thomas R. Willemain, Charles N. Smart, Henry F. Schwarz · International Journal of Forecasting · 2003 · 396 citations

, , +14

1–5 of 168

Authors

579

  1. JK
    Jintao Ke

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 143 citations

    3

    h-index

  2. FA
    F.L. Alvarado

    University of Wisconsin–Madison, United States

    2 publications · 351 citations

    2

    h-index

  3. MF
    Murat Fahrioğlu

    Middle East Technical University, Türkiye

    2 publications · 351 citations

    2

    h-index

  4. JY
    Jieping Ye

    Arizona State University, United States

    2 publications · 283 citations

    2

    h-index

  5. JB
    James Bessen

    Boston University, United States

    2 publications · 241 citations

    2

    h-index

1–5 of 579

Institutions

272

  1. Tongji University

    Shanghai, China

    6 h-index

    11 publications

    218 citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    7 publications

    306 citations

  3. Tsinghua University

    Beijing, China

    5 h-index

    9 publications

    637 citations

  4. Beihang University

    Beijing, China

    5 h-index

    8 publications

    341 citations

  5. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    5 publications

    246 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    5 publications

    1.3K citations

  7. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    5 publications

    756 citations

  8. McGill University

    Montreal, Canada

    3 h-index

    7 publications

    370 citations

1–8 of 272

Venues

  1. IEEE Access

    6 publications · 191 citations

    6

    h-index

  2. 6

    h-index

  3. International Journal of Production Economics

    4 publications · 964 citations

    4

    h-index

  4. International Journal of Forecasting

    3 publications · 493 citations

    3

    h-index

  5. 3

    h-index

1–5