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. You can briefly know about the areas of ai in which research is prospering. Beyond traditional journal articles, the report provides insights on other ai channels, such as conferences. 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. 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. At the seke99 conference, knowledge engineering researchers held a panel on the merits of metaknowledge i. Artificial intelligence, knowledge, metaknowledge, presentation of. Representation and use of metaknowledge ieee xplore. Several academic areas including bibliography, the study of books, and epistemology, the philosophy of knowledge, are also considered metaknowledge. Knowledge representation and knowledge acquisition youtube. For the reason of different definitions of knowledge in the subject matter. Knowledge representation in artificial intelligence javatpoint. 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.
Meta knowledge knowledge about knowledge slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. 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. Following are the types of knowledge in artificial intelligence. Metaknowledge or metaknowledge is knowledge about a preselected knowledge. Artificial intelligence i about the tutorial this tutorial provides introductory knowledge on artificial intelligence.
Peter diamandis argues were evolving toward metaintelligence over the next 30 years. Knowledge is awareness or familiarity gained by experiences of facts, data, and situations. 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. The term is used to describe things such as tags, models and taxonomies that describe knowledge.
The original panel was framed as a debate on the merits of metaknowledge for knowledge maintenance 21. The conceptof metalevel knowledge capturesintrinsic, commonplace properties of human cognitionthat are central to an understandingofmemoryandintelligence. Knowledge about other knowledge can be either about the form of the representation scheme itself e. Metaknowledge and cognition avron barr stacks are the stanford.