RULE-BASED SYSTEM A Rule-Based System (RBS) constitutes a fundamental paradigm within the field of Artificial Intelligence (AI) and cognitive modeling, designed to mimic human expertise and decision-making processes by utilizing explicit knowledge encoded as a collection of IF-THEN statements. These systems are computational models rooted in the concept of production systems, which originated from theoretical […]
Definition and Foundational Principles Strong methods, in the context of artificial intelligence (AI), cognitive science, and expert systems, refer to problem-solving techniques that rely heavily on specialized, application-specific knowledge rather than general, domain-independent rules. These methods are fundamentally characterized by the incorporation of detailed information pertinent only to a narrow field or task. Unlike general […]
The Foundation of Artificial Intelligence (AI): Definition and Scope Artificial Intelligence, or AI, constitutes a specialized and foundational sub-discipline within the vast field of computer science, dedicated fundamentally to the creation and refinement of programs, systems, and artifacts designed to simulate, augment, and ultimately replicate facets of human intelligence. This endeavor involves the complex process […]
Case-Based Reasoning (CBR) The Core Definition of Case-Based Reasoning Case-Based Reasoning (CBR) is a foundational methodology within the field of Artificial Intelligence (AI) and cognitive science that operates on the core principle that new problems can be solved by adapting solutions used to solve similar past problems. Unlike classical expert systems that rely on explicit […]
Bayesian Belief Networks Introduction to Bayesian Belief Networks A Bayesian Belief Network (BBN), often simply referred to as a Bayesian Network, is a sophisticated type of probabilistic graphical model designed to represent and reason with uncertain knowledge. At its core, a BBN provides a visual and mathematical framework for modeling complex relationships between multiple variables, […]