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Content Mining

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DataFunTalk
DataFunTalk
Apr 1, 2021 · Artificial Intelligence

Content Mining and Recall Model Practices in the Quanmin K Song Recommendation System

This talk explains how Quanmin K Song extracts high‑quality user‑generated content, designs multi‑stage recall pipelines—including attribute‑based, model‑based, and other recall methods—and applies iterative model improvements, negative‑sampling strategies, and bias‑mitigation techniques to enhance recommendation performance.

Bias MitigationContent MiningRecall Model
0 likes · 12 min read
Content Mining and Recall Model Practices in the Quanmin K Song Recommendation System
DataFunTalk
DataFunTalk
Dec 24, 2018 · Artificial Intelligence

Application Scenarios and Practical Implementation of NLP in Yuewen's Content Mining Platform

This article details the business background, technical architecture, and practical deployments of natural language processing for content mining at Yuewen, covering tag construction, knowledge‑graph building, role analysis, recommendation generation, porn and plagiarism detection, and summarizing lessons learned.

Content MiningKnowledge GraphNLP
0 likes · 15 min read
Application Scenarios and Practical Implementation of NLP in Yuewen's Content Mining Platform