Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction: Related Work
2024-1-31 06:54:56 Author: hackernoon.com(查看原文) 阅读量:14 收藏

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Embark on a journey through the extensive literature on product bundling, exploring two key aspects: bundle recommendation/construction and bundle representation learning. From personalized bundle generation to multimodal exploration, discover the evolution of bundle-oriented research. Delve into the challenges and advancements in the domains of fashion outfit and music playlist, uncovering the role of multimodal information and user feedback in shaping the future of bundle construction. This comprehensive literature review explores the realms of product bundling research, focusing on bundle recommendation/construction and bundle representation learning. Trace the evolution from personalized bundle generation to the exploration of multimodal information in domains like fashion outfit and music playlist. Uncover the advancements, challenges, and unique contributions of various studies, highlighting the diverse approaches in tackling bundle-oriented problems.

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