content optimization

Alimama Tech

Jun 14, 2023 · Artificial Intelligence

Intelligent Live‑Streaming Video Editing Techniques and Practices

Alibaba Mama’s end‑to‑end intelligent clipping system automatically transforms long live‑stream e‑commerce videos into short, high‑quality ads by segmenting streams, classifying speech with GPT‑based tags, selecting visually appealing clips, arranging coherent storylines, and applying effects, achieving 96% classification accuracy and improved advertising efficiency.

AIComputer VisionLive Streaming

0 likes · 14 min read

Intelligent Live‑Streaming Video Editing Techniques and Practices

Didi Tech

May 19, 2021 · Artificial Intelligence

Applying Epsilon‑Greedy Bandit Algorithm for Content Delivery Optimization at DiDi

DiDi applied the epsilon‑greedy bandit algorithm integrated with its CMS to optimize ad placement across 600 slots, using quality scores, traffic sampling, and a drag‑and‑drop UI, which boosted CTR from 1.35% to 13.43% and unique visitors by 686%, demonstrating data‑driven growth beyond simple A/B testing.

Didibandit algorithmcontent optimization

0 likes · 10 min read

Applying Epsilon‑Greedy Bandit Algorithm for Content Delivery Optimization at DiDi

Youku Technology

Jul 30, 2020 · Artificial Intelligence

Key Technologies for Entertainment Content Flow Management: Multi-Task Guarantee Optimization Algorithm Practice

The presentation explains how a multi‑task guarantee optimization algorithm—illustrated with Youku’s new hot series—builds an exposure‑sensitivity model to allocate limited video‑placement resources across homepage and channel slots, overcoming manual rule limitations and simultaneously maximizing play counts while satisfying diverse scenario and content objectives.

KDD2020algorithmcontent optimization

0 likes · 2 min read

Key Technologies for Entertainment Content Flow Management: Multi-Task Guarantee Optimization Algorithm Practice