Chapter 13 Flashcards
AI
consists of related technologies that try to simulate and reproduce human thought and behavior, including thinking, speaking, feeling, and reasoning
Expert Systems
– systems that mimics human expertise in a field to solve a problem in a well-defined area
how expert systems are used
- Used for activities that human experts have already handled successfully
Tasks in medicine, geology, education, and oil exploration - Components of Expert Systems (basic understanding of what they do is enough):
Knowledge acquisition facility
Knowledge base
Knowledge base management system (KBMS)
Explanation facility
Inference engine
Machine Learning
- Computers can learn without explicitly programmed.
- Artificial Neural Networks (ANN)- networks that learn and are capable of performing tasks that are difficult with conventional computers
Fuzzy Logic
Allows a smooth, gradual transition between human and computer vocabularies
2. deals with variations in linguistic terms by using a degree of membership
- Designed to help computers simulate vagueness and uncertainty in common situations
- Works based on the degree of membership in a set
• Understand Contextual Computing
- Aka 6th sense
- Computer knowing surroundings and making recommendations based on
- Ex: smart home
• Understand Genetic Algorithms
1
. Mimic the process of natural evolution
NLP
natural language processor- 1. Created so users can communicate with computer in human language
NLP used for
banking by phone
call routing
stock and bond trading
activities performed by NLP
Interfacing
Accepting human language as input
Knowledge actuation
Using computer to read large amount of text