Separating facts and evaluation: motivation, account, and learnings from a novel approach to evaluating the human impacts of machine learning.
Ryan JenkinsKristian J. HammondSarah SpurlockLeilani GilpinPublished in: AI Soc. (2023)
Keyphrases
- machine learning
- automatic evaluation
- information extraction
- human learning
- human judgments
- evaluation criteria
- evaluation methods
- learning algorithm
- knowledge base
- human subjects
- neural network
- knowledge acquisition
- computational biology
- evaluation process
- pattern recognition
- reinforcement learning
- evaluation method
- text classification
- human experts
- learning tasks
- machine learning methods
- information retrieval
- text mining
- knowledge discovery
- knowledge representation
- active learning
- expert systems
- decision trees
- computer vision
- genetic algorithm