UserModeling

#Embeddings#Pocket#NLP
Issue Date: 2018-01-01 Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction, Ding+, EMNLP17 #MachineLearning#DomainAdaptation
Issue Date: 2017-12-31 Human Centered NLP with User-Factor Adaptation, Lynn+, EMNLP17 Comment#126 Frustratingly easy domain adaptationをPersonalization用に拡張している。 Frustratingly easy domain adaptationでは、domain adaptationを行うときに、discreteなクラスに分けてfea ...
Issue Date: 2017-12-28 Learning User Profiles from Tagging Data and Leveraging them for Personal(ized) Information Access, Michlmayr+, WWW07, 2007.05 Commentsocial bookmarkのタグを使ってどのようにユーザモデルを作成する手法が提案されている。タグの時系列も扱っているみたいなので、参考になりそう。 ...

#Article#Tutorial
Issue Date: 2017-12-28 Machine Learning for User Modeling, User modeling and User-adapted Interaction, Webb+, 2001, 2001.03 Comment![image](https://user-images.githubusercontent.com/12249301/34401936-ca4ff66a-ebe1-11e7-81bc-c31a37acae27.png) ![image](https://user-images.githubuse ...