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DataFunTalk
DataFunTalk
May 23, 2019 · Artificial Intelligence

AI Techniques in Xiaomi Mobile Search: Text Relevance, Intent Recognition, and Click‑Model Ranking

The article presents Xiaomi's mobile search system, detailing how AI methods such as deep learning, GBDT and DNN models are applied to text relevance calculation, intent detection with term‑weighting, and click‑through ranking models (PBM, Cascade, DBN) to improve user experience across heterogeneous result types.

AIDeep LearningRanking
0 likes · 9 min read
AI Techniques in Xiaomi Mobile Search: Text Relevance, Intent Recognition, and Click‑Model Ranking
DataFunTalk
DataFunTalk
Apr 18, 2018 · Artificial Intelligence

Introduction to Search Engine Algorithm Systems: Ranking and Intent Recognition

This article provides a comprehensive overview of search engine algorithm systems, tracing their evolution from simple Bayesian and SVM models to modern deep learning approaches, and detailing the architecture, query analysis, ranking methods, click models, and recent advances such as reinforcement learning and adversarial networks.

AILTRRanking
0 likes · 13 min read
Introduction to Search Engine Algorithm Systems: Ranking and Intent Recognition