How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data.
Periklis PerikleousAndreas KafkaliasZenonas TheodosiouPinar BarlasEvgenia ChristoforouJahna OtterbacherGianluca DemartiniAndreas LanitisPublished in: CIKM (2022)
Keyphrases
- training data
- statistical model
- prior knowledge
- computational model
- probabilistic model
- data sets
- experimental data
- conceptual model
- classification models
- learning algorithm
- test data
- probability distribution
- input data
- management system
- cellular automata
- training samples
- high level
- decision trees
- information retrieval