17944843. METHOD AND SYSTEM FOR EXECUTING A PROBABILISTIC PROGRAM simplified abstract (Samsung Electronics Co., Ltd.)
METHOD AND SYSTEM FOR EXECUTING A PROBABILISTIC PROGRAM
Organization Name
Inventor(s)
Efthymia Tsamoura of Chertsey (GB)
Timothy Hospedales of Chertsey (GB)
METHOD AND SYSTEM FOR EXECUTING A PROBABILISTIC PROGRAM - A simplified explanation of the abstract
This abstract first appeared for US patent application 17944843 titled 'METHOD AND SYSTEM FOR EXECUTING A PROBABILISTIC PROGRAM
Simplified Explanation
The present techniques involve methods and systems for executing a probabilistic program using an uncertain knowledge base (KB).
- The methods and systems create a trigger graph from the uncertain KB.
- Each node in the trigger graph is associated with a rule of the uncertain KB.
Potential Applications
This technology can be applied in various fields where uncertain knowledge bases are used, such as:
- Artificial intelligence
- Machine learning
- Decision-making systems
- Expert systems
Problems Solved
The technology addresses the following problems:
- Handling uncertainty in knowledge bases
- Efficient execution of probabilistic programs
- Integration of uncertain knowledge into rule-based systems
Benefits
The benefits of this technology include:
- Improved accuracy in decision-making processes
- Enhanced efficiency in executing probabilistic programs
- Better integration of uncertain knowledge into rule-based systems
Original Abstract Submitted
Broadly speaking, the present techniques relate to methods and systems for executing a probabilistic program based on an uncertain knowledge base (KB). The methods and systems construct a trigger graph from the uncertain KB, each node of the trigger graph being associated with a rule of the uncertain KB.
