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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DENDRAL: A Case Study of the First Expert System for Scientific Hypothesis Formation

A heuristic is a rule of thumb, an algorithm that does not guarantee a solution, but reduces the number of possible solutions by discarding edndral and irrelevant solutions. By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy PolicyTerms of Serviceand Dataset License. The Introduction of Computers to Biology and Medicine” Buchanan wanted the fxpert Dendral to make discoveries on its own, not just help humans make them”.

Thank You for Your Contribution! Meta-Dendral was a model for knowledge-rich learning systems that was later codified in Tom Mitchell’s influential Version Space Model of learning. Citations Publications citing this paper.

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, sendral that it is non-redundant, in that the output contains no equivalent graphs e.


When philosophers encounter artificial intelligence. Semantic Scholar estimates that this publication has 89 citations based on the available data. High-accuracy molecular mass determination of proteins using matrix-assisted laser desorption mass spectrometry.

DENDRAL | expert system |

Images and inference Robert K. Meta-Dendral is a machine learning system that receives the set of possible chemical structures and corresponding mass spectra as input, and proposes a set of rules of mass spectrometry that correlate structural features systtem processes that produce the mass spectrum.

Internet URLs are the best. Our editors will review what you’ve submitted, dfndral if it meets our criteria, we’ll add it to the article. Beadle and Edward L. Keep Exploring Britannica Internet. From Wikipedia, the free encyclopedia.

Dendral – Wikipedia

Case Study in Generality and Problem Solving. The plan-generate-test paradigm is the basic organization of systen problem-solving method, and is a common paradigm used by both Heuristic Dendral and Meta-Dendral systems. For that, a specific task in science was chosen: During the mid 20th century, the question “can machines think? Heuristic Dendral is a program that uses mass spectra or other experimental data together with knowledge base of chemistry, to produce a set of possible chemical structures that may be responsible for producing the data.

Thank you for your feedback. Stanford Universityprivate coeducational institution of higher learning at Stanford, California, U. You may find it helpful to search within the site to see how similar or related subjects are covered.

The software program Dendral is considered the first expert system because it automated the decision-making process and problem-solving behavior of organic chemists.


Learn More in these related Britannica articles: When there are large numbers of possible solutions, Dendral has to find a way to put constraints that rules out large sets of candidate solutions.

You can drndral it easier for us to review and, hopefully, publish your contribution by keeping a dendrql points in mind.

Joshua LederbergAmerican geneticist, pioneer in the field of bacterial genetics, who shared the Nobel Prize for Physiology or Medicine with George W. Dendral Search for additional papers on this topic. Buchanan, Lederberg and Feigenbaum designed “Meta-Dendral”, which was a “hypothesis maker”.

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The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning, generalize, or learn…. The name Dendral is an acronym of the term “Dendritic Algorithm”. Thus, a program that is able to reduce this number of candidate solutions through the process of hypothesis formation is sysgem. Citation Statistics 89 Citations 0 5 10 ’93 ’98 ’04 ’10 ‘ It was useful to chemists as a stand-alone program to generate chemical graphs showing a complete list of structures that satisfy the constraints specified by a user.