Human collective intelligence as distributed Bayesian inference.
Peter M. KrafftJulia ZhengWei PanNicolás Della PennaYaniv AltshulerErez ShmueliJoshua B. TenenbaumAlex PentlandPublished in: CoRR (2016)
Keyphrases
- bayesian inference
- collective intelligence
- probabilistic model
- prior information
- computational collective intelligence
- open innovation
- distributed systems
- social networking
- computational models
- bayesian model
- statistical inference
- social search
- variational inference
- hierarchical bayesian
- social media
- information foraging
- swarm intelligence
- particle filter
- social web
- variational bayes
- honey bee
- cognitive architecture
- gibbs sampler
- expectation propagation
- neural network
- artificial intelligence
- genetic algorithm
- machine learning