To date no single system optimises all of the above
Data is a synonym for information. Data, Facts, knowledge, intelligence
Data mining is a new interdiceplenary field that involves large data sets and applying statistics, artificial intelligence, and applying them to help with database management. It is believed that it gives businesses an information advantage on business intelligence. "Data mining" is a type of computer science, in which one mines data and analyzing it in order to determine patterns and structure for future use. Applications of these structures then can be used in designing databases, artificial intelligence, and statistical analysis.
Intelligence, knowledge.
Data: raw information Information: data that you can use Knowledge: the sum of what is known : the body of truth, information, and principles acquired by humankind Intelligence: knowledge gained from analysing data or information These are fairly broad definitions and are often slightly different when put into a specific context such as business intelligence, mililtary intellingence, philosophy, etc. The difference between data and intelligence is data are facts, where information is data that is used to answer a question or resolve a problem. Knowledge is the consumption or absorption of data whereas intelligence is application of information to a circumstance.
Ignorance refers to lack of knowledge or information, while intelligence refers to the ability to acquire and apply knowledge. Ignorance is characterized by a lack of understanding or awareness, while intelligence involves critical thinking, problem-solving, and learning from experiences.
Paul. Krause has written: 'Representing uncertain knowledge' -- subject(s): Artificial intelligence, Knowledge representation (Information theory), Uncertainty (Information theory)
There are 5 main types of knowledge representation in Artificial Intelligence.1. Meta Knowledge - Its a knowledge about a knowledge and how to gain them2. Heuristic - Knowledge - Representing knowledge of some expert in a field or subject.3. Procedural Knowledge - Gives information/ knowledge about how to achieve something4. Declarative Knowledge - Its about statements that describe a particularobject and its attributes , including some behavior in relation with it5.Structural Knowledge - Describes what relationship exists between concepts/ objects.
An artificial intelligence knowledge base aims to compile human expert knowledge to aid in decision-making, problem-solving, and other processes. Knowledge base systems have been created over time to support a variety of organisational processes.
Knowledge representation languages are formal languages used to represent knowledge in artificial intelligence systems. These languages provide a way to encode information in a format that can be understood and manipulated by computers, allowing them to reason and make decisions based on that knowledge. Common examples include logic-based languages like first-order logic, semantic networks, and ontologies.
Douglas B. Lenat has written: 'Building large knowledge-based systems' -- subject(s): Artificial intelligence, Expert systems (Computer science), Knowledge representation (Information theory), System design
S. L. O'Dell has written: 'Fifth Conference on Artificial Intelligence for Space Applications' -- subject(s): Artificial intelligence, Knowledge bases (Artificial intelligence), Space stations 'Fourth Conference on Aritificial Intelligence for Space Applications' -- subject(s): Artificial intelligence, Computer vision, Robotics, Space stations
Artificial intelligence is a computer programming objective; it is not directly related to chemistry. It does require knowledge of chemistry in order to be able to build computers in the first place, but the computers are already built before you begin to study artificial intelligence.
You cannot make knowledge only by itself. It needs a subject. For e.g: Knowledge about Climate Change, Knowledge About Technology and other things that uses knowledge here on earth. We cannot make knowledge but we can make intelligence, like Artificial Intelligence.
== == The breadth of commonsense knowledge.The subsymbolic form of some commonsense knowledge.
In artificial intelligence, a ground clause is a clause in logic representation that contains only ground terms, meaning it does not contain any variables. Ground clauses are specific instances of logical rules or facts where all variables have been replaced by constants or specific values. These ground clauses are used in automated reasoning systems to represent specific, concrete knowledge.
Frederick Hayes-Roth has written: 'Matching and abstraction in knowledge systems' -- subject(s): Artificial intelligence, Cognition 'The meaning and mechanics of intelligence' -- subject(s): Intellect, Artificial intelligence 'Advice-taking and knowledge refinement' -- subject(s): Psychology of Learning 'Distinguishing theories of representation' -- subject(s): Human information processing, Imagery (Psychology), Memory 'Learning by Example' -- subject(s): Transfer of training 'Radical simplicity' -- subject(s): Electronic commerce, Human-computer interaction, Internet, User interfaces (Computer systems), World Wide Web 'AI for systems management' -- subject(s): Artificial intelligence, Computers and civilization
* Banks use artificial intelligence systems to organize operations, invest in stocks, and manage properties * A medical clinic can use artificial intelligence systems to organize bed schedules, make a staff rotation, and provide medical information.