Active Learning for Age Regression in Social Media.
Jing ChenShoushan LiBin DaiGuodong ZhouPublished in: CCL (2016)
Keyphrases
- active learning
- social media
- active sampling
- selective sampling
- regression model
- semi supervised
- random sampling
- machine learning
- model selection
- regression algorithm
- predictor variables
- social networks
- pool based active learning
- locally weighted
- experimental design
- social media platforms
- social media data
- learning algorithm
- ridge regression
- learning process
- gaussian processes
- linear regression
- learning strategies
- user generated content
- supervised learning
- semi supervised learning
- social networking
- big data
- support vector
- training set
- support vector regression
- data mining
- relevance feedback
- real world events
- sample selection
- regression methods
- partial least squares
- social networking sites
- batch mode
- simple linear
- regression analysis