latent factor model

NetEase LeiHuo UX Big Data Technology

Jun 30, 2022 · Artificial Intelligence

Personalized Recommendation of Game Cosmetic Items: From Popularity to Latent Factor Models

The article explores how to recommend visually appealing game cosmetics—such as character outfits and weapon skins—by transforming subjective notions of beauty into objective features using popularity heuristics, tag‑based labeling, and latent factor models to predict player preferences.

game cosmeticslatent factor modelpersonalization

0 likes · 8 min read

Personalized Recommendation of Game Cosmetic Items: From Popularity to Latent Factor Models

Architecture Digest

Dec 17, 2017 · Artificial Intelligence

Introduction to User Behavior and Collaborative Filtering in Recommendation Systems

This article explains user behavior concepts and feedback types, introduces collaborative filtering methods including user‑based, item‑based and latent factor models, discusses similarity measures, power‑law distributions, and practical considerations such as negative sampling, providing a comprehensive overview for building recommendation systems.

Machine LearningRecommendation systemscollaborative filtering

0 likes · 9 min read

Introduction to User Behavior and Collaborative Filtering in Recommendation Systems