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The information in the knowledge base can be expressed in several ways. Which of the following way uses questi

The information in the knowledge base can be expressed in several ways. Which of the following way uses questionnaires to lead the user through a series of choices until a conclusion is reached?

A. Decision tree

B. Rules

C. Semantic nets

D. Knowledge interface

Decision tree uses questionnaires to lead the user through a series of choices, until a conclusion is reached. Flexibility is compromised because the user must answer the questions in an exact sequence.

For CISA Exam you should know below information about Artificial Intelligence and Expert System

Artificial intelligence is the study and application of the principles by which:

Knowledge is acquired and used

Goals are generated and achieved

Information is communicated

Collaboration is achieved

Concepts are formed

Languages are developed

Two main programming languages that have been developed for artificial intelligence are LISP and PROLOG.

Expert system are compromised primary components, called shells, when they are not populated with particular data, and the shells are designed to host new expert system.

Keys to the system is the knowledge base (KB), which contains specific information or fact patterns associated with a particular subject matter and the rule for interpreting these facts. The KB interface with a database in obtaining data

to analyze a particular problem in deriving an expert conclusion. The information in the KB can be expressed in several ways:

Decision Tree – Using questionnaires to lead the user through a series of choices, until a conclusion is reached. Flexibility is compromised because the user must answer the questions in an exact sequence.

Rule – Expressing declarative knowledge through the use of if-then relationships. For example, if a patients body temperature is over 39 degree Celsius and their pulse is under 60, then they might be suffering from a certain disease.

Semantic nets – Consist of a graph in which the node represent physical or conceptual object and the arcs describe the relationship between the nodes. Semantic nets resemble a data flow diagram and make use of an inheritance mechanism to prevent duplication of a data.

Additionally, the inference engine shown is a program that uses the KB and determines the most appropriate outcome based on the information supplied by the user. In addition, an expert system includes the following components

Knowledge interface – Allows the expert to enter knowledge into the system without the traditional mediation of a software engineer.

Data Interface – Enables the expert system to collect data from nonhuman sources, such as measurement instruments in a power plant.

The following were incorrect answers:

Rule – Expressing declarative knowledge through the use of if-then relationships.

Semantic nets – Semantic nets consist of a graph in which the node represent physical or conceptual object and the arcs describe the relationship between the nodes.

Knowledge interface – Allows the expert to enter knowledge into the system without the traditional mediation of a software engineer.

The following reference(s) were/was used to create this question:

CISA review manual 2014 Page number 187


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