Meta-DENDRAL roots of knowledge systems and expert system applications. Edward A. Feigenbaum. Knowledge Systems Laboratory, Department of Computer. DENDRAL and. Meta-DENDRAL roots of knowledge systems and expert system applications. Edward A. Feigenbaum. Knowledge Systems Laboratory. The DENDRAL Project was one of the first large-scale programs to embody the strategy of using detailed, task-specific knowledge about a problem domain as a .
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Meta-Dendral is a machine learning system that receives ecpert set of possible chemical structures and corresponding mass spectra as input, and proposes a set of rules of mass spectrometry that correlate structural features with processes that produce the mass spectrum.
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Thus, a program that is able to reduce this number of candidate solutions through the process of hypothesis formation is essential. From This Paper Figures, tables, and topics from this paper. Citations Publications citing this paper. Principles of human-computer collaboration for knowledge discovery in science Rafil E.
DENDRAL: A Case Study of the First Expert System for Scientific Hypothesis Formation
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Dendral – Wikipedia
Dendral, as their expert system was later known, was…. The name Dendral is an acronym of the term “Dendritic Algorithm”.
Internet URLs are the best. The DENDRAL Project was one of the first large-scale programs to embody the strategy of using detailed, task-specific knowledge about a problem domain as a source of heuristics, and to seek generality through automating the acquisition of such knowledge.
Also around the mid 20th century, science, especially biology, faced a fast-increasing need to develop a “man-computer expett, to aid scientists in solving problems.
Discover some of the most interesting and trending topics of The Introduction of Computers to Biology and Medicine” Buchanan wanted the system Dendral to make discoveries on its own, not just help humans make them”.
DENDRAL | expert system |
Stanford Universityprivate coeducational institution of higher learning at Stanford, California, U. We welcome suggested improvements to any of our articles. For that, a specific task in science was chosen: History of artificial intelligence Expert systems Cheminformatics. Skip to search form Skip to main content. BeavisBrian T Chait Analytical chemistry John McCarthywho was one of the prime researchers of this field, termed this concept of machine intelligence as ” artificial intelligence ” AI during the Dartmouth summer in LindsayBruce G.
Moreover, the team was able to prove mathematically that the generator is complete, in that it produces all graphs with the specified nodes and edges, and that it is non-redundant, in that the output contains no equivalent graphs e.
References Publications referenced by this paper. Simon said in The Sciences of the Artificial”if you take a heuristic conclusion as certain, you may be fooled and disappointed; but if you neglect heuristic conclusions altogether you will make no progress at all.
Artificial intelligence AIthe ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. LenatEdward A. Dendral Search for additional papers on this topic. There are many other programs today for solving the mass spectrometry inverse problem, see List of mass spectrometry softwarebut they are no longer described as ‘artificial intelligence’, just as structure searchers.
Dendral then was still very inaccurate in assessing spectra of ketonesalcoholsand isomers of chemical compounds.