KNOWLEDGE ENGINEERING Meaning and
Definition
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Knowledge engineering is a multidisciplinary field that utilizes various approaches and techniques to develop computer systems capable of reasoning and understanding in a manner similar to human intelligence. It involves the extraction, representation, and encoding of knowledge from domain experts, with the aim of creating knowledge-based systems that provide solutions to complex problems.
In knowledge engineering, domain knowledge is acquired from experts in a specific field and organized in a structured manner. This knowledge is then transformed into computer-readable formats, such as rules, ontologies, or databases. The process may involve the use of machine learning algorithms to automatically identify patterns or rules from large datasets.
The main goal of knowledge engineering is to leverage human expertise and convert it into a form that can be utilized by computer systems. These systems can then perform tasks like decision making, problem solving, and providing recommendations based on the encoded knowledge. The acquired knowledge can be applied to a wide range of fields, including medicine, engineering, finance, and artificial intelligence.
Knowledge engineering often requires collaboration between experts from multiple disciplines, such as computer science, cognitive psychology, and domain-specific experts. It incorporates various methodologies, such as knowledge acquisition, knowledge representation, knowledge validation, and knowledge verification.
Overall, knowledge engineering plays a crucial role in developing intelligent systems that can utilize and apply human knowledge to solve complex problems efficiently and effectively.
Common Misspellings for KNOWLEDGE ENGINEERING
- jnowledge engineering
- mnowledge engineering
- lnowledge engineering
- onowledge engineering
- inowledge engineering
- kbowledge engineering
- kmowledge engineering
- kjowledge engineering
- khowledge engineering
- kniwledge engineering
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- knpwledge engineering
- kn0wledge engineering
- kn9wledge engineering
- knoqledge engineering
- knoaledge engineering
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Etymology of KNOWLEDGE ENGINEERING
The word "knowledge engineering" is a combination of two terms: "knowledge" and "engineering".
1. Knowledge: The word "knowledge" originated from the Old English term "cnawan" which means "to know" or "to understand". It further developed from the Middle English term "knowlechen" which means "acknowledge" or "recognize". The word "knowledge" refers to information, facts, skills, or awareness gained through experience, education, or understanding.
2. Engineering: The term "engineering" comes from the Latin word "ingeniare" which means "to contrive" or "to devise". It developed from the Latin term "ingenium" which means "cleverness" or "talent". Engineering is the application of scientific and mathematical principles to design, build, and solve practical problems, often involving the creation of structures, machines, systems, or processes.
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