Live streaming channel recommendation based on viewers' interaction behavior: A hypergraph approach

L Yu, W Gong, D Zhang - Decision Support Systems, 2024 - Elsevier
Live streaming has become increasingly popular in recent years. Viewers of live streaming
channels can interact with live streamers through various behaviors, such as sending virtual …

The generalized stochastic preference choice model

G Berbeglia, A Venkataraman - arXiv preprint arXiv:1803.04244, 2018 - arxiv.org
We propose a new discrete choice model, called the generalized stochastic preference
(GSP) model, that incorporates non-rationality into the stochastic preference (SP) choice …

[HTML][HTML] How to deal with irrational consumption behavior of residents under COVID-19?

G Zeng, H Zhou, J Tang - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
COVID-19, as a public health emergency, poses a major challenge to the economic and
social development of numerous countries, impacting not only the psychology and behavior …

The value of robust assortment optimization under ranking-based choice models

B Sturt - Management Science, 2024 - pubsonline.informs.org
We study a class of robust assortment optimization problems that was proposed by Farias et
al.[Farias VF, Jagabathula S, Shah D (2013) A nonparametric approach to modeling choice …

A Machine Learning Approach to Mitigating Irrationality in Copy Trading

Z Shen, E Zheng, W Jiang - Available at SSRN 4298755, 2022 - papers.ssrn.com
We develop a novel machine learning method to address investor irrationality in copy
trading. Copy trading enables layman investors (followers) to assess and copy expert …

Modeling Choice via Self-Attention

J Ko, AA Li - arXiv preprint arXiv:2311.07607, 2023 - arxiv.org
Models of choice are a fundamental input to many now-canonical optimization problems in
the field of Operations Management, including assortment, inventory, and price optimization …

[图书][B] Mitigating Choice Model Ambiguity: A General Framework and Its Application to Assortment Optimization

ÖN Attila, SD Jena, W Rei - 2022 - cirrelt.ca
Discrete choice models have become a popular tool to accurately predict complex choice
behavior. Due to a variety of possible error sources, estimated choice models tend to be …