Learning by Doing versus Learning by Viewing: An Empirical Study of Data Analyst Productivity on a Collaborative Platform at eBay.
Yue YinItai GurvichStephanie McReynoldsDebora SeysJan A. Van MieghemPublished in: Proc. ACM Hum. Comput. Interact. (2018)
Keyphrases
- data analysis
- data sets
- data collection
- synthetic data
- training data
- raw data
- background knowledge
- image data
- knowledge discovery
- prior knowledge
- database
- high quality
- data sources
- learning algorithm
- real time
- learning systems
- spatial data
- learning models
- computer systems
- input data
- supervised learning
- reinforcement learning
- knowledge acquisition
- online learning
- statistical analysis
- learning process
- e learning
- knowledge sharing
- machine learning
- noisy data
- data quality
- databases
- bayesian methods