Bruno Jacobs

University of Maryland - Robert H. Smith School of Business

College Park, MD 20742-1815

United States

SCHOLARLY PAPERS

3

DOWNLOADS

581

SSRN CITATIONS

9

CROSSREF CITATIONS

1

Scholarly Papers (3)

1.

Model-based Purchase Predictions for Large Assortments

ERIM Report Series Reference No. ERS-2014-007 MKT
Number of pages: 44 Posted: 29 May 2014
Bruno Jacobs, Bas Donkers, D. Fok and D. Fok
University of Maryland - Robert H. Smith School of Business, Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE) and Econometric Institute - Erasmus University RotterdamErasmus Research Institute of Management (ERIM)
Downloads 310 (134,686)
Citation 10

Abstract:

Loading...

model-based recommendations, product recommendations, scalability, topic models, latent Dirichlet allocation

2.

Understanding Large-Scale Dynamic Purchase Behavior

Number of pages: 45 Posted: 14 Oct 2020
Bruno Jacobs, D. Fok, D. Fok and Bas Donkers
University of Maryland - Robert H. Smith School of Business, Econometric Institute - Erasmus University RotterdamErasmus Research Institute of Management (ERIM) and Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE)
Downloads 163 (247,027)
Citation 2

Abstract:

Loading...

dynamic purchase behavior, large-scale assortment, purchase history data, topic model, machine learning, variational inference

3.

The Tale of the Tail: Inference for Customer Purchase Behavior in the Long Tail

Number of pages: 39 Posted: 03 Sep 2021
Bruno Jacobs and Didier Nibbering
University of Maryland - Robert H. Smith School of Business and Monash University - Department of Econometrics and Business Statistics
Downloads 108 (337,608)

Abstract:

Loading...

long tail, large-scale assortment, purchase history data, dimension reduction, latent product groups, variational inference