Humans have developed the power of computer systems in terms of their diverse working domains, their increasing speed, and reducing size concerning time. A branch of Computer Science named Artificial Intelligence pursues creating computers or machines as intelligent as human beings.
What is Artificial Intelligence?
According to the father of Artificial Intelligence, John McCarthy, it is “The science and engineering of making intelligent machines, especially intelligent computer programs”.
Artificial Intelligence is a way of making a computer, a computer-controlled robot, or software think intelligently, in the similar manner the intelligent humans think.
AI is accomplished by studying how the human brain thinks, and how humans learn, decide, and work while trying to solve a problem, and then using the outcomes of this study as a basis for developing intelligent software and systems.
Goals of AI
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To Create Expert Systems − The systems which exhibit intelligent behavior, learn, demonstrate, explain, and advise its users.
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To Implement Human Intelligence in Machines − Creating systems that understand, think, learn, and behave like humans.
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What Contributes to AI?
Artificial intelligence is a science and technology-based on disciplines such as Computer Science, Biology, Psychology, Linguistics, Mathematics, and Engineering. A major thrust of AI is in the development of computer functions associated with human intelligence, such as reasoning, learning, and problem-solving.Out of the following areas, one or multiple areas can contribute to building an intelligent system.
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Programming Without and With AI
The programming without and with AI is different in following ways −
| Programming Without AI | Programming With AI |
|---|---|
| A computer program without AI can answer the specific questions it is meant to solve. | A computer program with AI can answer the generic questions it is meant to solve. |
| Modification in the program leads to change in its structure. | AI programs can absorb new modifications by putting highly independent pieces of information together. Hence you can modify even a minute piece of information of program without affecting its structure. |
| Modification is not quick and easy. It may lead to affecting the program adversely. | Quick and Easy program modification. |
What is AI Technique?
In the real world, the knowledge has some unwelcomed properties −
- Its volume is huge, next to unimaginable.
- It is not well-organized or well-formatted.
- It keeps changing constantly.
AI Technique is a manner to organize and use the knowledge efficiently in such a way that −
- It should be perceivable by the people who provide it.
- It should be easily modifiable to correct errors.
- It should be useful in many situations though it is incomplete or inaccurate.
AI techniques elevate the speed of execution of the complex program it is equipped with.
Applications of AI
AI has been dominant in various fields such as −
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Gaming − AI plays a crucial role in strategic games such as chess, poker, tic-tac-toe, etc., where machines can think of a large number of possible positions based on heuristic knowledge.
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Natural Language Processing − It is possible to interact with the computer that understands natural language spoken by humans.
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Expert Systems − There are some applications that integrate machine, software, and special information to impart reasoning and advising. They provide explanations and advice to the users.
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Vision Systems − These systems understand, interpret, and comprehend visual input on the computer. For example,
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A spying airplane takes photographs, which are used to figure out spatial information or map of the areas.
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Doctors use a clinical expert system to diagnose the patient.
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Police use computer software that can recognize the face of criminals with the stored portrait made by forensic artists.
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Speech Recognition − Some intelligent systems are capable of hearing and comprehending the language in terms of sentences and their meanings while a human talks to it. It can handle different accents, slang words, noise in the background, changes in human noise due to cold, etc.
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Handwriting Recognition − The handwriting recognition software reads the text written on paper by a pen or on-screen by a stylus. It can recognize the shapes of the letters and convert it into editable text.
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Intelligent Robots − Robots are able to perform the tasks given by a human. They have sensors to detect physical data from the real world such as light, heat, temperature, movement, sound, bump, and pressure. They have efficient processors, multiple sensors, and huge memory, to exhibit intelligence. In addition, they are capable of learning from their mistakes and they can adapt to the new environment.
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Artificial Intelligence - Intelligent Systems
While studying artificial intelligence, you need to know what intelligence is. This chapter covers the Idea of intelligence, types, and components of intelligence.
What is Intelligence?
The ability of a system to calculate, reason, perceive relationships and analogies, learn from experience, store and retrieve information from memory, solve problems, comprehend complex ideas, use the natural language fluently, classify, generalize, and adapt to new situations. -
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Types of Intelligence
As described by Howard Gardner, an American developmental psychologist, Intelligence comes in multifold −
| Intelligence | Description | Example |
|---|---|---|
| Linguistic intelligence | The ability to speak, recognize, and use mechanisms of phonology (speech sounds), syntax (grammar), and semantics (meaning). | Narrators, Orators |
| Musical intelligence | The ability to create, communicate with, and understand meanings made of sound, understanding of pitch, rhythm. | Musicians, Singers, Composers |
| Logical-mathematical intelligence | The ability of use and understand relationships in the absence of action or objects. Understanding complex and abstract ideas. | Mathematicians, Scientists |
| Spatial intelligence | The ability to perceive visual or spatial information, change it, and re-create visual images without reference to the objects, construct 3D images, and to move and rotate them. | Map readers, Astronauts, Physicists |
| Bodily-Kinesthetic intelligence | The ability to use complete or part of the body to solve problems or fashion products, control over fine and coarse motor skills, and manipulate the objects. | Players, Dancers |
| Intra-personal intelligence | The ability to distinguish among one’s own feelings, intentions, and motivations. | Gautam Buddhha |
| Interpersonal intelligence | The ability to recognize and make distinctions among other people’s feelings, beliefs, and intentions. | Mass Communicators, Interviewers |
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