Notes:
Automated reasoning is a field of artificial intelligence that focuses on the development of algorithms and systems that can automatically solve problems or make logical deductions based on a set of rules or constraints. Automated reasoning systems are typically designed to reason logically and systematically, using a combination of logic, mathematics, and other formal methods to arrive at conclusions or solutions to problems.
In the context of dialog systems, automated reasoning can be used to support the ability of the system to understand and respond to user input. For example, an automated reasoning system might be used to analyze user input and identify the specific topic or question that the user is asking about, and then to generate a response based on a set of pre-defined rules or knowledge. This can help to improve the ability of the dialog system to understand and respond to a wide range of user input, and to provide more accurate and relevant responses.
Overall, automated reasoning is an important area of artificial intelligence that can be used to support the development of more intelligent and capable dialog systems. By using automated reasoning algorithms and techniques, it is possible to build dialog systems that are better able to understand and respond to user input, and that can provide more accurate and relevant responses.
Wikipedia:
References:
- 7th Workshop On Knowledge And Reasoning In Practical Dialogue Systems
- Approximate Reasoning by Parts
- Domain-Level Reasoning for Spoken Dialogue Systems
- Logic Programming, Knowledge Representation, and Nonmonotonic Reasoning
- Reasoning Web: Semantic Technologies for the Web of Data
- Rule-Based Reasoning, Programming, and Applications
- Symbolic and Quantitative Approaches to Reasoning with Uncertainty
See also:
Automated Reasoning & Dialog Systems | Case-based Reasoning & Dialog Systems | Graph-Based Knowledge Representation and Reasoning | Knowledge Representation and Reasoning (KR&R) | Metaphor-based Reasoning | Pellet Reasoner & Dialog Systems | Semantic Reasoners & Dialog Systems
- Automated Reasoning & Question Answering
- Automated Theorem Proving (Automated Deduction)
- Deep Inference
- FrameNet
- Grammatical Inference Systems
- Hontology (Hotel Ontology)
- Inference Engines
- Jadex Framework
- JSON & Rule Engines
- Mind Map Generation
- ODP (Ontology Design Patterns)
- OntoBroker
- OntoBuilder
- Ontology Verbalization
- OpenRules
- Rule-Based Inference Engines
- Semantic Web Reasoning
- SILK (Semantic Inferencing on Large Knowledge)
- TopBraid Composer