Personalizing Software and Web Services by Integrating Unstructured Application Usage Traces

• Tags
  • paper review, implicit feedback, Recommendation System, WWW 17
• paper link
• Abstract
  • util2vec 을 제안: usage history, interaction records 를 활용
    • utilization-to-vector
  • 제안한 방식의 세 가지 applications
    • user-tagging system
    • two-phase 추천 모델 (cold-start 개인화 추천 가능)
    • inspiration engine (아티스트들에게 실시간으로 개인화된 영감 제공)
• Software User Representation