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Artificial Intelligent Technologies in Business - Coggle Diagram
Artificial Intelligent Technologies in Business
Application
Robotics
Tactility
Dexterity
Visual Perception
Locomotion
Navigation
Natural Interface
Speech Recognition
Multisensory Interfaces
Natural Languages
Virtual Reality
Computer-simulated reality
VR Applications – CAD, medical diagnostics, flight simulation, entertainment
Virtual reality technologies enable companies to develop and test new products without actually making them.
Cognitive Science
Fuzzy Logic
A knowledge that makes computers can imitate human intelligence so that it is hoped that computers can do things that when humans need intelligence.
Genetic Algorithms
Simulates evolutionary processes that yield increasingly better solutions
Learning Systems
Neural Networks
Expert Systems
Component
Knowledge Base
contains facts and heuristics (rules) to express the reasoning procedures used by experts.
Software Resources
Inference Engine – the program that processes the knowledge (rules and facts)
Interface – the way the user communicates with the system
Application
Design/Configuration – help configure equipment components
Diagnostics/Troubleshooting – infer causes from symptoms
Selection/Classification – help users choose products/processes
Decision Management – consider alternatives, recommendations
Process Monitoring/Control – monitor/control procedures/processes
Limitations of Expert Systems – limited focus, inability to learn, cost.
Benefits of Expert Systems – captures expertise of a specialist in a limited problem domain.
Developing
Knowledge Engineering - refers to all the technical, scientific and social aspects involved in building, maintaining and using knowledge-based systems.
Intelligent Agents
Use built-in knowledge and learning to make decisions and complete tasks that meet user intentions
On the Internet, an intelligent agent (or simply an agent) is a program that gathers information or performs some other service without your immediate presence and on some regular schedule.
Definition
Artificial Intelligence (AI) is a field of science and technology based on disciplines such as computer science, biology, psychology, linguistics, mathematics, and engineering.
Domains
Robotics
machines with intelligence and human-like physical capabilities
Natural Interfaces
speaking to a computer in a normal way (Touch Screen, Gesture Recognition, Speech Recognition, Gaze-tracking Interface, and Brain-machine Interface)
Cognitive Science
how humans think and learn (such as perception, language, memory, reasoning, and emotions)