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content ranking

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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

Top Architect

Jan 19, 2021 · Big Data

Designing a Content Hotness Scoring Algorithm for Community Platforms

This article describes how a community’s big‑data team designed a content hotness algorithm by defining time, interaction, content, and user dimensions, assigning business meanings, applying weighted formulas and a Newton‑cooling decay function, and integrating user interest vectors to compute dynamic scores.

big datacontent rankingengagement metrics

0 likes · 9 min read

Designing a Content Hotness Scoring Algorithm for Community Platforms