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DaTaobao Tech
DaTaobao Tech
Feb 28, 2025 · Artificial Intelligence

AIGC Content Analysis Agent for E‑commerce

We introduce an AIGC‑driven content analysis agent for Taobao that automatically builds a fine‑grained feature taxonomy, multimodally labels images, videos and text, mines causal quality features, and deploys auto‑prompt, memory and LoRA‑based training pipelines, achieving over 90% labeling accuracy, 80% labor savings and double‑digit CTR gains while cutting video generation cost to 25% of GPT‑4o.

AIGCMultimodal AIcontent analysis
0 likes · 18 min read
AIGC Content Analysis Agent for E‑commerce
Top Architect
Top Architect
Sep 19, 2020 · Artificial Intelligence

Architecture and Evaluation of Toutiao's Large-Scale Recommendation System

The article details the end‑to‑end architecture of Toutiao's massive recommendation platform, covering system overview, content and user feature extraction, model training, recall strategies, evaluation methodology, and content safety mechanisms, while highlighting practical challenges and engineering solutions.

content analysiscontent safetyevaluation
0 likes · 18 min read
Architecture and Evaluation of Toutiao's Large-Scale Recommendation System
iQIYI Technical Product Team
iQIYI Technical Product Team
Sep 20, 2019 · Artificial Intelligence

Exploring AI Applications in iQIYI Video Advertising

The talk explains how iQIYI leverages AI—through video understanding, tag generation, graph construction, and scene‑based point selection—to automatically create and place diverse ad formats, optimizing ad inventory, relevance, and revenue while meeting brand and production constraints.

AIAdvertising Technologycontent analysis
0 likes · 11 min read
Exploring AI Applications in iQIYI Video Advertising
Youku Technology
Youku Technology
Jul 17, 2019 · Artificial Intelligence

How AI and Big Data Drive Casting Decisions in the TV Series “The Longest Day in Chang'an”

Youku’s AI‑powered Beidouxing system analyzed audience tags, attractiveness scores and performance data to select Lei Jiayin and Yi Yangqianxi for “The Longest Day in Chang’an”, guiding casting, episode frequency and other production choices while reducing subjective bias and expanding the talent pool.

AIBig DataEntertainment
0 likes · 13 min read
How AI and Big Data Drive Casting Decisions in the TV Series “The Longest Day in Chang'an”
Architecture Digest
Architecture Digest
Jan 30, 2018 · Artificial Intelligence

Overview of Toutiao's Recommendation System: Architecture, Content Analysis, User Tagging, Evaluation, and Content Safety

This article presents a comprehensive overview of Toutiao's recommendation system, detailing its three‑dimensional modeling approach, real‑time training pipeline, feature engineering, content and user analysis techniques, evaluation methodology, and the extensive content‑safety mechanisms employed to ensure reliable and responsible information distribution.

content analysiscontent safetyevaluation
0 likes · 19 min read
Overview of Toutiao's Recommendation System: Architecture, Content Analysis, User Tagging, Evaluation, and Content Safety