Tagged articles

Content Analysis

10 articles · Page 1 of 1

Aug 1, 2026 · Backend Development

Why Apache Tika Is Gaining Popularity for Unified File Content Extraction

The article explains how Apache Tika, an open‑source content analysis toolkit, lets developers detect file types, extract text and metadata from over a thousand formats, and integrate the functionality via a simple CLI, a RESTful server, or direct Java APIs, making it ideal for search, archiving, content moderation, and AI‑driven knowledge bases.

Apache TikaCLIContent Analysis

0 likes · 16 min read

Why Apache Tika Is Gaining Popularity for Unified File Content Extraction

21CTO

Jul 10, 2026 · Artificial Intelligence

AI-Generated Junk Posts Flood Social Media: Study Shows Scale and Solutions

A recent Pangram study analyzing over one million posts reveals that AI‑generated junk content dominates long‑form social media, with LinkedIn, X, Medium and Reddit showing high percentages, while the company’s detector boasts low false‑positive rates and calls for better user awareness.

AI detectionContent AnalysisLinkedIn

0 likes · 6 min read

AI-Generated Junk Posts Flood Social Media: Study Shows Scale and Solutions

Design Hub

Mar 15, 2026 · Artificial Intelligence

How to Spot AI‑Written Text: The Issue Lies in Structure, Not Words

The article explains that AI‑generated prose often feels off because its structure—sentence flow, paragraph emphasis, and lack of a personal bias—doesn’t match human writing, and it offers concrete examples and practical steps for designers to identify the AI flavor.

AIContent Analysistext structure

0 likes · 10 min read

How to Spot AI‑Written Text: The Issue Lies in Structure, Not Words

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.

AIGCContent Analysisprompt optimization

0 likes · 18 min read

AIGC Content Analysis Agent for E‑commerce

ITFLY8 Architecture Home

Feb 26, 2021 · Artificial Intelligence

Inside Toutiao's Transparent Real-Time Recommendation Engine

This article details how Toutiao's senior algorithm architect designs a transparent recommendation system, covering system overview, three-dimensional feature modeling, real-time training pipelines, recall strategies, content analysis, user tagging, evaluation methods, and content safety measures.

Content AnalysisReal-time Trainingcontent safety

0 likes · 17 min read

Inside Toutiao's Transparent Real-Time Recommendation Engine

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

21CTO

Oct 6, 2019 · Artificial Intelligence

How Toutiao’s AI Recommendation Engine Works: From Content Analysis to Real‑Time Ranking

This article explains the architecture and principles of Toutiao’s recommendation system, covering its three‑dimensional model of content, user and environment features, content analysis techniques, user tagging, real‑time training pipelines, evaluation methods, and content safety measures that together drive personalized feeds.

Content AnalysisReal-time TrainingUser Modeling

0 likes · 18 min read

How Toutiao’s AI Recommendation Engine Works: From Content Analysis to Real‑Time Ranking

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.

AIContent Analysisadvertising technology

0 likes · 11 min read

Exploring AI Applications in iQIYI Video Advertising

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 DataCasting

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

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