May 1, 2025 · Industry Insights

How Tag Systems Become the Brain of Digital Content – An Architect’s Guide

This article examines tag systems as the neural network of digital content, comparing them with traditional hierarchies, tracing their evolution, outlining business‑driven design steps, and detailing architectural components, non‑functional requirements, integration patterns, and future AI‑enhanced trends.

AI taggingScalabilityarchitecture

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How Tag Systems Become the Brain of Digital Content – An Architect’s Guide

iQIYI Technical Product Team

Mar 27, 2020 · Artificial Intelligence

Advertising Inventory Estimation and Allocation Techniques at iQIYI: From ARIMA to Deep Learning and AI Tagging

iQIYI’s brand‑advertising system combines statistical and ARIMA‑based forecasting, adaptive and deep‑learning models, factorization‑machine regression, large‑scale bipartite‑graph allocation, hierarchical handling of long‑tail dimensions, frequency‑capping constraints, and an AI‑driven video‑tagging pipeline to accurately estimate inventory and dynamically place ads.

AI taggingARIMAAdvertising

0 likes · 26 min read

Advertising Inventory Estimation and Allocation Techniques at iQIYI: From ARIMA to Deep Learning and AI Tagging