What type of algorithm is perceived as fairer and more acceptable? A comparative analysis of rule-driven versus data-driven algorithmic decision-making in public affairs.
Ge WangYue GuoWeimin ZhangShenghua XieQiwei ChenPublished in: Gov. Inf. Q. (2023)
Keyphrases
- data driven
- decision making
- computational cost
- detection algorithm
- theoretical analysis
- preprocessing
- information systems
- optimal solution
- cost function
- optimization algorithm
- search space
- np hard
- times faster
- experimental evaluation
- clustering method
- improved algorithm
- dynamic programming
- computational complexity
- learning algorithm
- selection algorithm
- recognition algorithm
- nearest neighbour
- rule learning
- path planning
- particle swarm optimization
- maximum likelihood
- simulated annealing
- high accuracy
- search algorithm
- face recognition