Zobrazeno 1 - 10
of 44
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c705b7ab3a2ff935315cb948b7c943b8
https://doi.org/10.1287/msom.2021.1047
https://doi.org/10.1287/msom.2021.1047
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f82f9849839172f87d9b42c90164a33b
https://doi.org/10.1287/ijoo.2019.0046
https://doi.org/10.1287/ijoo.2019.0046
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1624014dc18e01058aa60899315da69e
https://doi.org/10.1287/mnsc.2020.3667
https://doi.org/10.1287/mnsc.2020.3667
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d0adc631311d0e3a2e3db9f0a06108bd
https://doi.org/10.1287/msom.2018.0756
https://doi.org/10.1287/msom.2018.0756
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b15a62bd16be3d454f3cce32926e292e
https://doi.org/10.1287/msom.2018.0738
https://doi.org/10.1287/msom.2018.0738
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2c149b2c01bac54190de4d684945d048
https://doi.org/10.1287/ijoo.2019.0018
https://doi.org/10.1287/ijoo.2019.0018
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f3ce584b9d14c01fab2ecba0ec31e51e
https://doi.org/10.1287/msom.2018.0737
https://doi.org/10.1287/msom.2018.0737
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::615d7e250f61125e0dec1d7aea1be081
https://doi.org/10.2139/ssrn.3901070
https://doi.org/10.2139/ssrn.3901070
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
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82e08ac8c9cd7d6379db2fb8ea7f01f6
https://doi.org/10.2139/ssrn.3692868
https://doi.org/10.2139/ssrn.3692868
Autor:
Pavithra Harsha
Publikováno v:
INFORMS Journal on Applied Analytics. 49:233-234
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ecd01ab9799799f0bfe0901a7940af51
https://doi.org/10.1287/inte.2019.0994
https://doi.org/10.1287/inte.2019.0994