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Definitions (38)

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agents


Also known as bots, droids or intelligent agents, these agents are autonomous software programs that respond to their environment and act on the behalf of humans to accomplish a system’s target function. When multiple agents are used together in a system, they interact with one another to achieve the goals of the overall system.
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algorithm


A specific set of instructions, contained within a computer program, which determine how that program analyses and uses data to complete its specified task (target function).
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artificial intelligence


Computer programs designed to solve difficult problems which humans (and animals) routinely solve. The goal of AI is to develop programs which can solve such problems independently, although the patterns for solving these problems differ significantly from the way they are solved by humans.
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artificial neural network


A model for AI and machine learning designed to mimic the neural network configurations of the human central nervous system, especially the brain.
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bayesian network


A model that represents and calculates the probabilistic relationships between a set of random variables and an uncertain domain via a directed acyclic graph. The nodes on the graph represent the random variables and the links between them represent their conditional dependencies.
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chatbot


A computer program that conducts conversations with human users by simulating how humans would behave as a conversational partner.
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clustering


A method of unsupervised learning and common statistical data analysis technique. In this method observations that show similarities to each other are organised into groups (called clusters).
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combinatorial explosion


A fundamental problem in computing whereby the number of combinations that a computer has to examine grows exponentially. The number of combinations can become so large that even the fastest computers aren’t able to examine them all in a conceivable time frame (we are talking hundreds of thousands of years here!).
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computational creativity


A multidisciplinary research area that draws on the fields of art, science, philosophy and artificial intelligence to engineer computational systems that are able to model, stimulate and replicate human creativity.
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data


Any collection of information converted into a digital form.
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