Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection.
Oana InelTim DrawsLora AroyoPublished in: CoRR (2023)
Keyphrases
- data collection
- artificial intelligence
- sensor networks
- data analysis
- expert systems
- collected data
- factors affecting
- collecting data
- machine learning
- distance measure
- databases
- factors that affect
- confirmatory factor analysis
- reliability analysis
- error measure
- factors that influence
- information content
- intelligent systems
- case based reasoning
- similarity measure
- dissimilarity measure
- evaluation measures
- correlation coefficient
- highly reliable
- knowledge representation
- information systems