Average Rating: 4.2/5.0Number of Ratings: 5Number of Reviews: 3
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I find this tool very helpful. The key UnBBayes improvement over other bayesian modeling tools is in support of Multi-entity bayesian modeling (MEBN) theory and the OWL ontology language and its probabilistic extension PR-OWL.
Bayesian Modeling can be looked at as a language for representing uncertain knowledge and relations among entities. The relation may be expressed logically and the uncertainty probabilistically. The MEBN theory is a formal integration of first order logic and probability theory.
unbBayes provides good manifestation of MEBN framework. It adds a lot to the expressive power of standard bayesian network by providing ability to have multiple instances and define their customized probability distribution in terms of aggregations and quantifiers. UI has reasonably been done to implement MEBN model. Though, I would love to have graphical representation of complete MTehory :)
UnBBayes is a great framework for modeling with both traditional bayesian networks as well as provides an excellent way to model MEBN's. There has been a lot of improvements with the new version , especially with the plugin framework and GUI and with the other changes over the past months ,it is turning out to be a really great tool.
UnBBayes is a great framework for modeling with both traditional bayesian networks as well as provides an excellent way to model MEBN's. There has been a lot of improvements with the new version , especially with the plugin framework and GUI and with the other changes over the past months ,it is turning out to be a really great tool.
unbBayes provides good manifestation of MEBN framework. It adds a lot to the expressive power of standard bayesian network by providing ability to have multiple instances and define their customized probability distribution in terms of aggregations and quantifiers. UI has reasonably been done to implement MEBN model. Though, I would love to have graphical representation of complete MTehory :)
I find this tool very helpful. The key UnBBayes improvement over other bayesian modeling tools is in support of Multi-entity bayesian modeling (MEBN) theory and the OWL ontology language and its probabilistic extension PR-OWL.
Bayesian Modeling can be looked at as a language for representing uncertain knowledge and relations among entities. The relation may be expressed logically and the uncertainty probabilistically. The MEBN theory is a formal integration of first order logic and probability theory.