Common Sense Reasoning System
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A Common Sense Reasoning System is a reasoning system that can solve a common sense reasoning tasks.
- Context:
- It can (typically) implement a Common Sense Reasoning Algorithm.
- It can reference a Common Sense Knowledge Base.
- …
- Example(s):
- Cyc System, a pioneering system in common sense reasoning that was introduced in the late 1980s.
- KnowledgeVault, a large-scale system that uses knowledge graph inference for common sense reasoning.
- an Artificial General Intelligence (AGI).
- …
- Counter-Example(s):
- See: Artificial General Intelligence, Common Sense Knowledge, Intelligent Agent, Rational Reasoning.
References
2024
- GPT-4
- Five Properties of Common Reasoning Systems:
- . Self-Organizing System: Systems dynamically organize themselves without a single controlling element.
- . Constantly Changing System: These systems are adaptive, constantly evolving, and capable of generating unique responses to similar inputs.
- . Tightly Linked Components System: Components within the system are interdependent, where actions in one part can significantly impact others.
- . Governed-by-Feedback System: They operate under feedback loops that inform the state of the system and moderate behavior among elements.
- . Non-Linear Relationships: Relationships between inputs and outputs are typically non-linear and unpredictable.
- Five Properties of Common Reasoning Systems:
2004
- (Liu & Singh, 2004a) ⇒ Hugo Liu, and Push Singh. (2004). “ConceptNet — Practical Commonsense Reasoning Tool-kit.” In: BT technology journal, 22(4).