Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Pavithra Harsha"'
Publikováno v:
Manufacturing & Service Operations Management. 24:2010-2028
Problem definition: We study personalized product recommendations on platforms when customers have unknown preferences. Importantly, customers may disengage when offered poor recommendations. Academic/practical relevance: Online platforms often perso
Publikováno v:
INFORMS Journal on Optimization. 3:227-253
The approach to data-driven optimization described in this paper was developed when the authors were part of an IBM project team working with the U.S. Department of Energy, Pacific National Laboratory, and various energy utility partners on an initia
Autor:
Pavithra Harsha, Shivaram Subramanian
Publikováno v:
Management Science. 67:3803-3833
We present an integrated optimization approach to parameter estimation for discrete choice demand models where data for one or more choice alternatives are censored. We employ a mixed-integer program (MIP) to jointly determine the prediction paramete
Publikováno v:
MIT web domain
Problem definition: The growing trend in online shopping has sparked the development of increasingly more sophisticated product recommendation systems. We construct a model that recommends a personalized discounted product bundle to an online shopper
Publikováno v:
Manufacturing & Service Operations Management. 22:292-309
Problem definition: The recent ubiquity of social networks allows firms to collect vast amount of data on their customers and on their social interactions. We consider a setting in which a monopolist sells an indivisible good to consumers who are emb
Publikováno v:
INFORMS Journal on Optimization. 1:241-264
Consumers are increasingly navigating across sales channels to maximize the value of their purchase. The existing retail practices of pricing channels either independently or matching competitor prices are unable to achieve the desired profitable coo
Publikováno v:
Manufacturing & Service Operations Management. 21:47-65
Omnichannel retail refers to a seamless integration of an e-commerce channel and a network of brick-and-mortar stores. An example is cross-channel fulfillment, which allows a store to fulfill online orders in any location. Another is price transparen
Publikováno v:
SSRN Electronic Journal.
Reinforcement Learning has lead to considerable break-throughs in diverse areas such as robotics, games and many others. But the application to RL in complex real-world decision making problems remains limited. Many problems in Operations Management
Publikováno v:
SSRN Electronic Journal.
Supply uncertainty in produce supply chains presents major challenges to retailers. Supply shortages create frequent disruptions in terms of promised delivery times, quantity and quality delivered. To alleviate these challenges, dual sourcing---a str
Autor:
Pavithra Harsha
Publikováno v:
INFORMS Journal on Applied Analytics. 49:233-234