Leveraging multimodal features and item-level user feedback for bundle construction
Automatic bundle construction is a crucial prerequisite step in various bundle-aware online
services. Previous approaches are mostly designed to model the bundling strategy of …
services. Previous approaches are mostly designed to model the bundling strategy of …
Revisiting bundle recommendation: Datasets, tasks, challenges and opportunities for intent-aware product bundling
Product bundling is a commonly-used marketing strategy in both offline retailers and online
e-commerce systems. Current research on bundle recommendation is limited by:(1) noisy …
e-commerce systems. Current research on bundle recommendation is limited by:(1) noisy …
Personalized bundle list recommendation
Product bundling, offering a combination of items to customers, is one of the marketing
strategies commonly used in online e-commerce and offline retailers. A high-quality bundle …
strategies commonly used in online e-commerce and offline retailers. A high-quality bundle …
Revisiting Bundle Recommendation for Intent-aware Product Bundling
Product bundling represents a prevalent marketing strategy in both offline stores and e-
commerce systems. Despite its widespread use, previous studies on bundle …
commerce systems. Despite its widespread use, previous studies on bundle …
Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation
Product bundling has evolved into a crucial marketing strategy in e-commerce. However,
current studies are limited to generating (1) fixed-size or single bundles, and most …
current studies are limited to generating (1) fixed-size or single bundles, and most …
[HTML][HTML] Accurate bundle matching and generation via multitask learning with partially shared parameters
How can we recommend existing bundles to users accurately? How can we generate new
tailored bundles for users? Recommending a bundle, or a group of various items, has …
tailored bundles for users? Recommending a bundle, or a group of various items, has …
Strategy-aware bundle recommender system
A bundle is a group of items that provides improved services to users and increased profits
for sellers. However, locating the desired bundles that match the users' tastes still …
for sellers. However, locating the desired bundles that match the users' tastes still …
Bruce: Bundle recommendation using contextualized item embeddings
A bundle is a pre-defined set of items that are collected together. In many domains, bundling
is one of the most important marketing strategies for item promotion, commonly used in e …
is one of the most important marketing strategies for item promotion, commonly used in e …
Automated bundle discovery platform
JT Hanlon, ST Sandler, D Tarekegn… - US Patent …, 2016 - Google Patents
BACKGROUND In today's competitive retail environment, merchants seek opportunities to
stay competitive among growing competi tion. To this end, merchants have explored …
stay competitive among growing competi tion. To this end, merchants have explored …
Product bundle identification using semi-supervised learning
Many sellers on e-commerce platforms offer buyers product bundles, which package
together two or more different items. The identification of such bundles is a necessary step to …
together two or more different items. The identification of such bundles is a necessary step to …