NetEase Cloud Music Tech Team
Apr 20, 2022 · Artificial Intelligence
Cold Start Solutions for Rich Media Content in Recommendation Systems
The article examines cold‑start challenges for rich‑media recommendations, outlines detection via calibration and lifecycle monitoring, and proposes two remedies—the multi‑stage “rise channel” for promoting fresh content and cross‑modal understanding using CLIP, CB2CF and dual‑tower models—demonstrating NetEase Cloud Music’s 25% distribution boost, over 20% CTR rise, and 40% review‑work reduction.
NetEase Cloud Musiccold startcontent understanding
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