Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher.
Kohei HattoriTsubasa HirakawaTakayoshi YamashitaHironobu FujiyoshiPublished in: AIED (Posters/Late Breaking Results/...) (2023)
Keyphrases
- expert knowledge
- interactive learning
- prior knowledge
- learning scheme
- mathematical model
- objective function
- probabilistic model
- expert systems
- cost function
- learning process
- similarity measure
- statistical model
- learning mechanism
- em algorithm
- learned models
- theoretical analysis
- domain knowledge
- learning algorithm
- optimization method
- evaluation method
- prediction model
- unsupervised learning
- evaluation model
- energy function
- case based reasoning
- knowledge acquisition
- input data
- support vector machine
- learned knowledge
- automatically learned
- online learning
- neural nets
- linear model
- knowledge elicitation
- parameter estimation
- learner model
- privileged information
- training process
- linear regression
- machine learning methods
- domain experts
- neural network
- knowledge based systems
- probability distribution
- active learning
- training data
- artificial intelligence
- genetic algorithm