Providing Intelligent Assistance for Product Configuration in Manufacturing: A Learning-to-Rank Approach.
Carsten PoggemeierMatthias HartungPhilipp CimianoPublished in: IntelliSys (1) (2016)
Keyphrases
- learning to rank
- product configuration
- decision support
- process planning
- mass customization
- ranking functions
- knowledge compilation
- information retrieval
- loss function
- constraint satisfaction
- constraint satisfaction problems
- ranking svm
- learning to rank algorithms
- document retrieval
- collaborative filtering
- computer aided design
- computer aided
- supervised learning
- formal methods
- test collection
- retrieval systems
- web search engines
- decision support system
- manufacturing process
- decision making
- optimization problems
- web search
- data warehouse
- pairwise
- computational complexity
- training data
- knowledge base
- e learning
- directly optimize