DeepWalk

  • Graph Neural Network의 일종으로, 텍스트분석과 같은 경우처럼 맥락을 통해 비교사 학습을 통한 임베딩을 산출
  • Word2Vec의 대표적인 방법인 Skip-gram을 이용해서 그래프를 표현
  • 그래프가 계속 바뀌면 계속적인 훈련 필요

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