product matching

JD Retail Technology

Jul 18, 2022 · Artificial Intelligence

JD’s Intelligent Product Matching Technology Wins the 11th Wu Wenjun AI Science and Technology Award

On July 16, JD.com’s jointly developed intelligent product‑matching technology received the second‑place Science and Technology Progress Award at the 11th Wu Wenjun Artificial Intelligence Award, highlighting its multi‑dimensional user profiling, cross‑modal product modeling, and precise matching innovations that have driven significant commercial and societal impact.

Artificial IntelligenceWu Wenjun Awardjd.com

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JD’s Intelligent Product Matching Technology Wins the 11th Wu Wenjun AI Science and Technology Award

DataFunTalk

Dec 29, 2021 · Artificial Intelligence

Entity Alignment in Product Knowledge Graphs: Techniques and Applications

This article presents a comprehensive overview of building and applying product knowledge graphs for e‑commerce, covering background, recent advances in graph neural network‑based entity alignment, online prediction pipelines, data construction, evaluation metrics, attribute extraction, and future research directions.

attribute extractione-commerceentity alignment

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Entity Alignment in Product Knowledge Graphs: Techniques and Applications

Ctrip Technology

May 6, 2017 · Artificial Intelligence

Product Matching in E‑commerce: Rule‑based, Feature‑Engineering, and Pure Data‑driven Approaches Using Factorization Machines

This article examines e‑commerce product matching, comparing rule‑based methods, feature‑engineering models, and a pure data‑driven Factorization Machine approach, detailing their advantages, challenges, training techniques, and successive optimizations to improve matching accuracy and operational efficiency.

Factorization MachinesFeature Engineeringe-commerce

0 likes · 12 min read

Product Matching in E‑commerce: Rule‑based, Feature‑Engineering, and Pure Data‑driven Approaches Using Factorization Machines