Data-informed inverse design by product usage information: a review, framework and outlook.
Liang HouRoger J. JiaoPublished in: J. Intell. Manuf. (2020)
Keyphrases
- raw data
- heterogeneous sources
- complex data
- data sets
- information sources
- data analysis
- end users
- disparate data sources
- database
- historical data
- data processing
- image data
- product information
- information services
- web data
- sensor data
- data sources
- log files
- log data
- product reviews
- usage data
- domain knowledge
- huge amounts
- temporal information
- case study
- computer systems
- domain experts
- missing data
- training data
- knowledge discovery
- missing information
- collected data
- private information
- design process
- data collection
- prior information
- structural information
- user interface
- personal information
- privacy concerns
- data mining tools
- product design
- usage patterns
- probabilistic model
- prior knowledge
- information resources
- multimedia data