Exam 13: Intelligent Information Systems

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Which of the following is a type of artificial neural network (ANN) that includes many layers to deal with complex problems that may have very large data sets?

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D

The knowledge base component of an expert system must include _____, which consists of rules related to a problem or discipline.

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B

Describe how fuzzy logic works with an example.

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Answers will vary.Fuzzy logic works based on the degree of membership in a set (a collection of objects).For example, 4 feet, 5 feet, and 6 feet could constitute a set of heights for a population.Fuzzy sets have values between 0 and 1, indicating the degree to which an element has membership in the set.At 0, the element has no membership; at 1, it has full membership.

Artificial intelligence (AI) applications and technologies are more intelligent than traditional information systems.

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In the context of the different techniques used by an inference engine to manipulate a series of rules, _____, a series of "if-then-else" condition pairs is performed. ​

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_____ is an example of an expert system that can be applied to various financial applications.

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_____allows a smooth, gradual transition between human and computer vocabularies and deals with variations in linguistic terms by using a degree of membership. ​

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Explanation capabilities can be added to a decision support system (DSS) by integrating it with a(n) _____.

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In the context of adding artificial intelligence (AI) technologies to a decision support system's model base component, _____ can be added to include heuristics in the model base's analysis capabilities.

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_____ is one of the Rs involved in design and implementation of any case-based reasoning (CBR) application.

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Learning capabilities can be added to a decision support system (DSS) by integrating it with a(n) _____.

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The _____ characteristic of an intelligent agent demonstrates its ability to learn from previous knowledge and go beyond information given previously.

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_____ refers to a computing environment that is always present, can feel our surroundings, and-based on who we are, where we are, and whom we are with-offer recommendations.

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In the context of the types of decision-making analyses,_____ is commonly used in transaction-processing systems and management information systems. ​

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In the context of machine learning, an artificial neural network (ANN) is most likely used for:

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_____ was developed so that users could communicate with computers in human language.

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Fuzzy logic is used in refrigerators that set defrosting and cooling times based on usage patterns.

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In an examination evaluation expert system, the _____ component of the expert system is responsible for stating why a candidate passed or failed in an examination.

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Contextual computing lacks the ability to tailor a course of action to a user in a particular situation and environment based on what it knows about the user.

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Briefly discuss shopping and information agents.

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