Knowledge representation in artificial intelligence. How knowledge is created, transferred, and used 10 in parallel to ai s growing presence and impact into our daily lives, ai research has pervaded multiple platforms and venues. Knowledge representation and reasoning kr, krr is the part of artificial intelligence which. A metaknowledge architecture for planning and explanation in. Beyond traditional journal articles, the report provides insights on other ai channels, such as conferences.
Metaknowledge and cognition avron barr stacks are the stanford. The use of metaknowledgein al systems like mycin, which have reached humanexpertlevelperformance in complex domains, is a key breakthrough in the design of knowledgebased intelligent systems. It would come to a great help if you are about to select artificial intelligence as a course subject. Knowledge management in organizations m infs 5072 week 4.
The term is used to describe things such as tags, models and taxonomies that describe knowledge. Artificial intelligence, knowledge, metaknowledge, presentation of. You can briefly know about the areas of ai in which research is prospering. Knowledge about other knowledge can be either about the form of the representation scheme itself e. Scholar metadata and knowledge generation with human and artificial intelligence article pdf available in journal of the american society for information science and technology 656. Knowledge representation and reasoning in artificial intelligence logic, semantic net, frames etc. At the seke99 conference, knowledge engineering researchers held a panel on the merits of metaknowledge i.
The conceptof metalevel knowledge capturesintrinsic, commonplace properties of human cognitionthat are central to an understandingofmemoryandintelligence. Artificial intelligence i about the tutorial this tutorial provides introductory knowledge on artificial intelligence. The creation of intelligent systems for use in diagnosis and repair advisory domains has been a popular research topic in the applied artificial intelligence ai. The original panel was framed as a debate on the merits of metaknowledge for knowledge maintenance 21. Knowledge representation and knowledge acquisition youtube. For the reason of different definitions of knowledge in the subject matter. Several academic areas including bibliography, the study of books, and epistemology, the philosophy of knowledge, are also considered metaknowledge. Following are the types of knowledge in artificial intelligence. Pdf scholar metadata and knowledge generation with human. The interest in metatheoryfirst manifested in the field of theoremprovingsoon extended to almost all the areas of artificial intelligence, among them knowledge. Knowledge discovery kdd is a new and rapidly evolving discipline kdd uses many different techniques and tools from both ai and statistics to tease knowledge out of data warehouses and other sources kdd is the nontrivial extraction of implicit, previously unknown, and potentially useful information from data.
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