Business Analysis Method for Constructing Business-AI Alignment Model.
Hironori TakeuchiShuichiro YamamotoPublished in: KES (2020)
Keyphrases
- statistical model
- mathematical model
- cost function
- probabilistic model
- objective function
- information systems
- test data
- regression analysis
- significant improvement
- evaluation method
- gaussian distribution
- input data
- computational model
- prediction model
- prior information
- bp neural network
- study proposes
- evaluation model
- business processes
- prior knowledge
- energy function
- hybrid model
- modeling method
- optimization method
- monte carlo simulation
- similarity measure
- data mining
- dynamic programming
- sensitivity analysis
- statistical methods
- kalman filter
- markov random field
- markov model
- theoretical analysis
- tree structure
- reconstruction method
- autoregressive
- predictive model
- global alignment
- data quality
- parameter space
- high order
- classification method
- classification algorithm
- business process
- maximum likelihood
- knowledge management
- supply chain
- expert systems