In the field of artificial intelligence, an inference engine is a software component of an intelligent system that applies logical rules to the knowledge...
11 KB (1,461 words) - 01:41, 24 February 2024
later business rule engines. More recent work on automated theorem proving has had a stronger basis in formal logic. An inference system's job is to extend...
23 KB (2,639 words) - 04:35, 2 June 2025
Backward chaining (redirect from Goal-oriented inference)
reasoning) is an inference method described colloquially as working backward from the goal. It is used in automated theorem provers, inference engines, proof assistants...
6 KB (806 words) - 11:50, 13 December 2024
Cyc (section Inference engine)
Level) modules were described in Lenat and Guha's textbook, but the Cyc inference engine code and the full list of HL modules are Cycorp-proprietary. The project...
28 KB (2,821 words) - 14:54, 1 May 2025
reasoning) is one of the two main methods of reasoning when using an inference engine and can be described logically as repeated application of modus ponens...
6 KB (703 words) - 09:35, 8 May 2024
Semantic reasoner (redirect from Reasoning engine)
reasoner generalizes that of an inference engine, by providing a richer set of mechanisms to work with. The inference rules are commonly specified by...
6 KB (573 words) - 20:34, 9 August 2024
subsystems: 1) a knowledge base, which represents facts and rules; and 2) an inference engine, which applies the rules to the known facts to deduce new facts, and...
54 KB (6,367 words) - 15:34, 7 June 2025
Free energy principle (redirect from Active inference)
energy principle is based on the Bayesian idea of the brain as an “inference engine.” Under the free energy principle, systems pursue paths of least surprise...
53 KB (6,424 words) - 15:48, 30 April 2025
more frequently than other parts of the application code. Rules engines or inference engines serve as pluggable software components which execute business...
11 KB (1,515 words) - 14:36, 26 May 2024
reasoning system that allows them to derive new knowledge, known as an inference engine. The knowledge base contains domain-specific facts and rules about...
11 KB (1,231 words) - 22:03, 18 August 2024
Rules of inference are ways of deriving conclusions from premises. They are integral parts of formal logic, serving as norms of the logical structure...
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programs, and ontologies. Examples of automated reasoning engines include inference engines, theorem provers, model generators, and classifiers. In a...
42 KB (5,354 words) - 00:26, 30 May 2025
Automated reasoning (redirect from Automated logical inference)
intelligence Casuistry • Case-based reasoning Abductive reasoning Inference engine Commonsense reasoning International Joint Conference on Automated Reasoning...
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involving hundreds or thousands of rules. OPS5 uses a forward chaining inference engine; programs execute by scanning "working memory elements" (which are...
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needed] Most CDSSs consist of three parts: the knowledge base, an inference engine, and a mechanism to communicate. The knowledge base contains the rules...
45 KB (5,676 words) - 19:22, 9 June 2025
functionality within pattern-matching engines that exploit a match-resolve-act cycle to support forward chaining and inferencing. It provides a means for many–many...
35 KB (5,151 words) - 01:12, 1 March 2025
engine Business rule management system Comparison of BPEL engines Inference engine Java Rules Engine API Rete algorithm Ripple down rules Semantic reasoner...
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Rule-based system (category Rule engines)
rules or rule base, which is a specific type of knowledge base. An inference engine or semantic reasoner, which infers information or takes action based...
9 KB (1,202 words) - 16:19, 5 June 2025
Markov logic network (section Inference)
ProbCog: Markov logic networks in Python and Java that can use its own inference engine or Alchemy's markov thebeast: Markov logic networks in Java RockIt:...
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PyMC (section Inference engines)
statistical modeling and probabilistic machine learning. PyMC performs inference based on advanced Markov chain Monte Carlo and/or variational fitting...
16 KB (1,468 words) - 14:49, 8 June 2025
Intelligence Programming (PAIP). MYCIN operated using a fairly simple inference engine and a knowledge base of ~600 rules by obtaining individual inferential...
14 KB (1,836 words) - 21:49, 5 June 2025
unavailable in other logic programming languages such as Prolog. ROOP's inference engine can be redefined in a program, something usually infeasible in other...
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platform. Their first products are the Mojo programming language and an inference engine. Lattner is the current CEO of Modular AI. Lattner is married to Tanya...
19 KB (1,600 words) - 01:53, 15 February 2025
expert system) recommended. In such systems, the rule interpreter, or inference engine, cycles through two steps: matching production rules against the database...
12 KB (1,658 words) - 11:03, 31 October 2024
This record reflects the retractions and additions which makes the inference engine (IE) aware of its current belief set. Each statement having at least...
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expected to change their relations to each other and there is a special inference engine known as a classifier that can validate and analyze evolving class...
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& Business Media. p. 302. ISBN 978-3642122415. "Aesthetic Quality Inference Engine – Instant Impersonal Assessment of Photos". Penn State University....
65 KB (7,451 words) - 20:19, 15 June 2025
Reasoning system (category Rule engines)
The engine used for automated reasoning in expert systems were typically called inference engines. Those used for more general logical inferencing are...
17 KB (1,945 words) - 21:42, 13 June 2025
A deductive classifier is a type of artificial intelligence inference engine. It takes as input a set of declarations in a frame language about a domain...
8 KB (991 words) - 06:19, 27 May 2025
In perceptual psychology, unconscious inference (German: unbewusster Schluss), also referred to as unconscious conclusion, is a term coined in 1867 by...
16 KB (1,960 words) - 07:39, 25 May 2025