Connectionist recommendation in the wild: on the utility and scrutability of neural networks for personalized course guidance.
Zachary A. PardosZihao FanWeijie JiangPublished in: User Model. User Adapt. Interact. (2019)
Keyphrases
- neural network
- personalized recommendation
- personalized information
- connectionist models
- recommender systems
- collaborative filtering
- information filtering
- user modeling
- connectionist systems
- personalized services
- utility function
- artificial neural networks
- product recommendation
- user preferences
- news recommendation
- back propagation
- pattern recognition
- multilayer perceptron
- user profiles
- distributed representations
- self organizing maps
- individual user
- personal preferences
- neural nets
- web personalization
- recommendation systems
- genetic algorithm
- multi layer
- user interests
- fuzzy systems
- fault diagnosis
- feed forward
- user profiling
- user feedback
- associative memory
- decision making
- recurrent neural networks
- expert systems
- neural network model
- fuzzy logic
- context aware
- user behavior
- search engine
- symbolic knowledge
- decision makers
- network architecture
- activation function
- user oriented
- learning capabilities
- expected utility