According to Gartner, Rule-Based Systems would be considered to be part of which of the following AI categories?

Question

BlackTom AI · Accepted Answer

To begin, let’s consider what each option implies in the context of AI category classifications.

Option 1: Computational Logic. Rule-Based Systems operate on explicit, well-defined if-then rules and logical inference. They rely on symbolic representations and deterministic reasoning about facts and rules, which aligns with computational logic as a category. This approach emphasizes formal logic, theorem proving, and rule-driven deduction rather than statistical uncertainty.

Option 2: Probabilistic Reasoning. This category covers methods that handle uncertainty and probability, such as Bayesian networks or probabilistic graphical models. Rule-Based Systems typically do not model uncertainty in the same probabilistic way; they execute rules deterministically when conditions are satisfied, so this option does not match the conventional characterization of rule-based approaches.

Option 3: Natural Language Processing. NLP concerns understanding and generating human language. While Rule-Based Systems can be used for parsing or rule-based text processing, the core AI category described by Gartner for such systems is not NLP specifically; NLP would be the focus if the question were about language tasks, not about the general AI classification of rule-based architectures.

Option 4: Optimization Techniques. Optimization involves finding best or efficient solutions given objectives and constraints, often via mathematical programming or heuristics. Rule-Based Systems are not primarily about optimization processes; they are about applying predefined rules to reach conclusions, rather than solving optimization problems.

In summary, each option contrasts a distinct AI paradigm: probabilistic reasoning centers on uncertainty, NLP centers on language tasks, and optimization centers on finding optimal solutions. The characteristic feature of Rule-Based Systems is deterministic logical inference from explicit rules, which is the hallmark of computational logic.

SP25-BL-BUS-S302-5645 Checkpoint 6

According to Gartner, Rule-Based Systems would be considered to be part of which of the following AI categories?

View Explanation

Log in for full answers

Similar Questions

In a production rule system, what happens if multiple rules are triggered simultaneously?

For the rule-based approach, which of the following is true?

In a consumer society, many adults channel creativity into buying things

Economic stress and unpredictable times have resulted in a booming industry for self-help products

People born without creativity never can develop it

A product has a selling price of $20, a contribution margin ratio of 40% and fixed cost of $120,000. To make a profit of $30,000. The number of units that must be sold is: Type the number without $ and a comma. Eg: 20000

Which of the following statement regarding cost is correct:

Under the assumptions used in cost-volume-profit analysis, as the activity increases:

More Practical Tools for Students Powered by AI Study Helper

Homework AI Solver

Stylized AI Paper Writer

Plagiarism Checker Assistant

Citation AI Academic Writing Tool

In-Class Translation Assistant

AI Note Generator

AI Quiz Answers

Past Exam Questions from University Test Bank

Smart Practice Assistant

Adaptive Practice

Making Your Study Simpler