Assortment optimization: a systematic literature review

J Heger, R Klein - OR Spectrum, 2024 - Springer
Assortment optimization is a core topic of demand management that finds application in a
broad set of different areas including retail, airline, hotel, and transportation industries as …

Online matching: A brief survey

Z Huang, ZG Tang, D Wajc - ACM SIGecom Exchanges, 2024 - dl.acm.org
Matching, capturing allocation of items to unit-demand buyers, or tasks to workers, or pairs of
collaborators, is a central problem in economics. Indeed, the growing prevalence of …

Online policies for efficient volunteer crowdsourcing

V Manshadi, S Rodilitz - Proceedings of the 21st ACM Conference on …, 2020 - dl.acm.org
Nonprofit crowdsourcing platforms such as food recovery organizations rely on volunteers to
perform time-sensitive tasks. Thus, their success crucially depends on efficient volunteer …

Near-optimal bayesian online assortment of reusable resources

Y Feng, R Niazadeh, A Saberi - … of the 23rd ACM Conference on …, 2022 - dl.acm.org
Motivated by the applications of rental services in e-commerce, we consider revenue
maximization in online assortment of reusable resources for a stream of arriving consumers …

Online assortment optimization for two-sided matching platforms

A Aouad, D Saban - Management Science, 2023 - pubsonline.informs.org
Motivated by online labor markets, we consider the online assortment optimization problem
faced by a two-sided matching platform that hosts a set of suppliers waiting to match with a …

Online matching with stochastic rewards: Optimal competitive ratio via path-based formulation

V Goyal, R Udwani - Operations Research, 2023 - pubsonline.informs.org
The problem of online matching with stochastic rewards is a generalization of the online
bipartite matching problem where each edge has a probability of success. When a match is …

Policy optimization for personalized interventions in behavioral health

J Baek, JJ Boutilier, VF Farias, JO Jonasson… - ar** operations management data analytics
Q Feng, JG Shanthikumar - Production and Operations …, 2022 - journals.sagepub.com
In this article, we describe representative contributions in several major application areas of
data analytics in operations management to summarize the recent development, discuss the …