TREAT: Automated Construction and Maintenance of Probabilistic Knowledge Bases from Logs (Extended Abstract).
Ruiqi ZhuXue LiFangrong WangAlan BundyJeff Z. PanKwabena NuamahStefano MauceriLei XuPublished in: LOD (1) (2022)
Keyphrases
- extended abstract
- knowledge base
- description logics
- bayesian networks
- semi automated
- probabilistic model
- construction process
- generative model
- probabilistic logic
- data driven
- knowledge acquisition
- log data
- knowledge based systems
- expert systems
- knowledge sources
- probabilistic reasoning
- software maintenance
- context sensitive
- probabilistic approaches
- maintenance cost
- formal representation
- data sets
- fully automated
- uncertain data
- semantic network
- posterior probability
- computer aided
- wordnet
- software engineering
- data streams
- case study
- neural network