Mend the Learning Approach, Not the Data: Insights for Ranking E-Commerce Products.
Muhammad Umer AnwaarDmytro RybalkoMartin KleinsteuberPublished in: ECML/PKDD (5) (2020)
Keyphrases
- prior knowledge
- data sets
- data collection
- missing data
- high quality
- original data
- data analysis
- synthetic data
- image data
- learning algorithm
- product information
- background knowledge
- data mining techniques
- data points
- hidden variables
- data structure
- data processing
- knowledge acquisition
- data sources
- statistical analysis
- learning process
- relational databases
- raw data
- human experts
- website
- result set
- experimental data
- high dimensional
- end users
- web search
- probability distribution
- knowledge discovery