Introduction to Artificial Intelligence Final Exam

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28 Questions

What is the Turing Test designed to do?

Assess a machine's ability to think like a human

Which field brings together computer models from AI and experimental techniques from psychology?

Cognitive Science

What is the main focus of limited rationality in the context of AI?

Acting appropriately when there is uncertainty

What is the objective of AI's study and construction of agents?

Achieving the best outcome in every situation

Which type of intelligence is defined as loosely doing the 'right thing'?

Rationality

According to Aristotle, what are syllogisms?

Patterns for argument structures yielding correct conclusions

Which area of AI uses a measure of the likelihood that an event will occur?

Probability Theory

What does AI encompass in terms of specific subfields?

All of the above

What is the Turing Test designed to determine?

Whether a machine can think like a human

Which field combines computer models from AI and experimental techniques from psychology?

Cognitive science

What is the primary focus of limited rationality in the context of AI?

Acting appropriately when there is not enough information

Which version of AI defines intelligence in terms of fidelity to human performance?

Acting humanly

What is the focus of the logicist tradition in AI?

Creating intelligent systems based on logical notation

What does AI encompass in terms of specific subfields?

Natural language processing, knowledge representation, automated reasoning

What does cognitive science aim to construct?

Testable theories of the human mind

According to Aristotle's syllogisms, what patterns for argument structures always yield correct conclusions?

'Socrates is a man and all men are mortal. Socrates is mortal.'

What is an agent in the context of AI?

'Something that acts', focused on doing the right thing

'To do the right thing' loosely defined as rationality is associated with which type of intelligence?

'Acting rationally'

What does emotional intelligence refer to?

The ability to monitor and use information about one's own and others' feelings and emotions

What is the main focus of cultural intelligence?

The capability to function effectively in culturally diverse situations

Which factor is associated with Behavioral CQ?

Verbal behavior and nonverbal behavior

What does social intelligence refer to?

The capability to understand and manage human relations effectively

According to Gardner's Theory of Multiple Intelligences, what does linguistic intelligence primarily involve?

Reading, writing, and all language skills

Which type of intelligence is emphasized in Sternberg's Triarchic Model?

Practical intelligence

What is the focus of the g-factor concept in intelligence research?

A general intelligence factor

In Gardner's Theory of Multiple Intelligences, what does bodily/kinesthetic intelligence involve?

Dancing and athletics

What kind of intelligence is difficult to measure with psychometric tests, according to Sternberg's Theory of Practical Intelligence?

Creative intelligence

What is the emphasis of practical intelligence in Sternberg's Triarchic Model?

Common sense and emotional intelligence

Study Notes

AI Fundamentals

  • The Turing Test is designed to determine whether a machine exhibits intelligent behavior equivalent to, or indistinguishable from, that of a human.
  • Cognitive science brings together computer models from AI and experimental techniques from psychology.
  • Limited rationality in AI focuses on making the best possible decision given limited resources, such as time, knowledge, and computational power.

Intelligence Types

  • Intelligence defined as "doing the right thing" is loosely referred to as rationality.
  • Rationality is associated with a type of intelligence that strives to achieve a goal or set of goals.
  • Emotional intelligence refers to the ability to recognize and understand emotions in oneself and others.
  • Cultural intelligence focuses on the ability to function effectively in diverse cultural contexts.
  • Behavioral CQ (Cultural Intelligence Quotient) is associated with the ability to adapt to new cultural situations.

Multiple Intelligences Theory

  • Linguistic intelligence, according to Gardner's Theory, primarily involves the ability to use language effectively.
  • Bodily/kinesthetic intelligence, according to Gardner, involves the ability to use the body to create products or solve problems.
  • Sternberg's Triarchic Model of Intelligence emphasizes practical intelligence, which is difficult to measure with psychometric tests.

Logic and Reasoning

  • Syllogisms, according to Aristotle, are patterns of argument structures that always yield correct conclusions.
  • The logicist tradition in AI focuses on the use of formal logic to represent and reason about knowledge.

Agent-Based Systems

  • An agent in the context of AI is a system that perceives its environment and takes actions to achieve a goal or set of goals.

AI Subfields

  • AI encompasses various subfields, including machine learning, natural language processing, computer vision, and robotics, among others.

Prepare for the final exam of the course 'Introduction to Artificial Intelligence' with this quiz covering topics taught by Asst. Prof. Atanas Kirjakovski. The quiz includes questions on midterm exam, homework activities, attendance, and class participation.

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