ML / DL 應用篇

社會網絡分析(3–2) — 透過非負矩陣分解找出群落

[讀論文] Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach (2013)

社會網絡分析(3-1)-基於圖理論的網絡表達及分析方法

Network Representation and Analysis based on Graph Theory；Stanford CS224W Machine Learning with Graphs —…

社會網絡分析(2) — OPINION DYNAMICS AND BOUNDED CONFIDENCE MODELS

社會網絡分析(1) - 基於 F-J 模型的問題架構方法

[讀論文] SOCIAL INFLUENCE AND OPINIONS — Friedkin & Johnsen (1990)

前言

Google Apps 如何給用戶做應用程式推薦 — Wide&Deep Model

[讀論文] Wide And Deep Learning For Recommender Systems — 2016 Google Inc.

推薦系統：貝氏個人化推薦 (BPR)

Recommender System : Bayesian Personalized Ranking (BPR)

【前言 : 傳統推薦系統的缺點】