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JD Tech
JD Tech
Jul 5, 2024 · Artificial Intelligence

Generative Recommendation Systems for JD Alliance Advertising: Architecture, Implementation, and Experimental Evaluation

This article surveys how large language models reshape recommendation systems, presents a generative RS framework tailored for JD Alliance advertising, details material representation, model input, training and inference pipelines, and reports extensive offline and online experiments demonstrating its effectiveness on sparse user data.

LLMe-commerce advertisingexperiment
0 likes · 27 min read
Generative Recommendation Systems for JD Alliance Advertising: Architecture, Implementation, and Experimental Evaluation
ByteDance Data Platform
ByteDance Data Platform
May 15, 2024 · R&D Management

How ByteDance Embeds A/B Testing into Every Stage of Product Development

This article explains how ByteDance integrates data‑driven A/B testing throughout its R&D workflow—from feature design and large‑scale refactoring to bug fixes, release safety, SQL optimization, and cultural adoption—demonstrating the ROI and sustainable practices of a data‑centric development culture.

AB testingProduct DevelopmentR&D management
0 likes · 18 min read
How ByteDance Embeds A/B Testing into Every Stage of Product Development
DataFunTalk
DataFunTalk
May 12, 2024 · Artificial Intelligence

Cold Start Strategies for New Content in Baidu Feed Recommendation

This article presents Baidu's comprehensive approach to cold‑starting new content in its large‑scale feed recommendation system, covering the definition and challenges of content cold start, algorithmic practices, ID feature optimizations, traffic control mechanisms, experimental design, and key Q&A insights.

AIBaiduCold Start
0 likes · 16 min read
Cold Start Strategies for New Content in Baidu Feed Recommendation
DataFunTalk
DataFunTalk
Aug 17, 2021 · Artificial Intelligence

Intelligent Data Assistant for Alibaba Live Streaming: Features, Architecture, and Business Impact

The article describes Alibaba's intelligent data assistant for live streaming, detailing streamer needs, the product's real‑time and post‑live reporting features, AI‑driven insights, the underlying big‑data architecture, and a rigorous experiment that demonstrates significant sales uplift and efficiency gains.

AIBig DataData Analytics
0 likes · 18 min read
Intelligent Data Assistant for Alibaba Live Streaming: Features, Architecture, and Business Impact