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Semantic reasoner information


A semantic reasoner, reasoning engine, rules engine, or simply a reasoner, is a piece of software able to infer logical consequences from a set of asserted facts or axioms. The notion of a semantic reasoner generalizes that of an inference engine, by providing a richer set of mechanisms to work with. The inference rules are commonly specified by means of an ontology language, and often a description logic language. Many reasoners use first-order predicate logic to perform reasoning; inference commonly proceeds by forward chaining and backward chaining. There are also examples of probabilistic reasoners, including non-axiomatic reasoning systems,[1] and probabilistic logic networks.[2]

  1. ^ Wang, Pei. "Grounded on Experience Semantics for intelligence, Tech report 96". www.cogsci.indiana.edu. CRCC. Retrieved 13 April 2015.
  2. ^ Goertzel, Ben; Iklé, Matthew; Goertzel, Izabela Freire; Heljakka, Ari (2008). Probabilistic Logic Networks: A Comprehensive Framework for Uncertain Inference. Springer Science & Business Media. p. 42. ISBN 9780387768724.

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Semantic reasoner

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A semantic reasoner, reasoning engine, rules engine, or simply a reasoner, is a piece of software able to infer logical consequences from a set of asserted...

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Data preprocessing

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semantic reasoner would already have analyzed this data and found solutions. In general, this illustrates the incredible strength of using semantic data...

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Description logic

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Engine was a commercial C++-based reasoner, acquired in 2006 by webMethods. FaCT++ is a free open-source C++-based reasoner. KAON2 is a free (for non-commercial...

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Pellet

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mostly as wood pellets used as biofuel Pellet (software), an OWL semantic reasoner Pellet stove, to burn compressed wood or biomass pellets Pellet (air...

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Semantic Web

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The Semantic Web, sometimes known as Web 3.0 (not to be confused with Web3), is an extension of the World Wide Web through standards set by the World Wide...

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Web Ontology Language

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Metaclass (Semantic Web), a featured allowed by OWL to represent knowledge Multimedia Web Ontology Language Semantic reasoner SKOS SSWAP: Simple Semantic Web...

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Knowledge extraction

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resource, further information can be retrieved automatically and a Semantic Reasoner can for example infer that the mentioned entity is of the type Person...

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Solver

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theories expressed in classical first-order logic with equality. Semantic reasoner List of linear programming solvers List of SMT solvers List of solvers...

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Business rules engine

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Rete algorithm Ripple-down rules Business rule management system Semantic reasoner Workflow engine Business Process Execution Language (BPEL) List of...

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Semantic interoperability

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Semantic interoperability is the ability of computer systems to exchange data with unambiguous, shared meaning. Semantic interoperability is a requirement...

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Textual entailment

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FarsTail OCNLI SICK-NL IndoNLI Entailment (linguistics) Inference engine Semantic reasoner Fuzzy logic Ido Dagan, Oren Glickman and Bernardo Magnini. The PASCAL...

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Workflow engine

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Inference engine Java Rules Engine API Rete algorithm Ripple down rules Semantic reasoner Business Process Execution Language Production system Workflow management...

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Uniform Resource Identifier

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the Internet, nor need they imply network-based resources at all. The Semantic Web uses the HTTP URI scheme to identify both documents and concepts for...

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Internationalized Resource Identifier

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dealing with texts in various languages. IDN (Internationalized Domain Name) Semantic Web Punycode XRI (Extensible Resource Identifier) Gangemi, Aldo; Presutti...

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Semantic network

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A semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form...

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Semantic Web Rule Language

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implementation of an OWL-DL reasoner that uses a first order prover supports SWRL. [4] Pellet, an open-source Java OWL DL reasoner has SWRL-support. [5] KAON2...

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Vivification

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on a description logic knowledge base to improve performance of a semantic reasoner. Vivification replaces a disjunction of concepts C1⊔C2…⊔Cn{\displaystyle...

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Drools

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Software portal Computer programming portal List of JBoss software Semantic reasoner WildFly "Drools - Releases". Retrieved 2024-04-29. "KIE Community"...

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Semantic change

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Semantic change (also semantic shift, semantic progression, semantic development, or semantic drift) is a form of language change regarding the evolution...

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Cyc

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internet or retrieve via a search engine or Wikipedia. Cyc enables semantic reasoners to perform human-like reasoning and be less "brittle" when confronted...

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Computable knowledge

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knowledge may refer to: Knowledge-based systems Reasoning system Semantic reasoner Inference engine Knowledge representation and reasoning Automated...

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Automated reasoning

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machine learning (AutoML) Automated theorem proving Reasoning system Semantic reasoner Program analysis (computer science) Applications of artificial intelligence...

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Apache Jena

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Language). The framework has various internal reasoners and the Pellet reasoner (an open source Java OWL-DL reasoner) can be set up to work in Jena. Jena supports...

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Mattock

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mattock as a diminutive, but there is no root to derive it from, and no semantic reason for the diminutive formation. Forms such as mathooke, motthook and...

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Semantics

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into meaning components called semantic features. The word horse has the semantic feature animate but lacks the semantic feature human. It may not always...

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Knowledge graph

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graph acquires and integrates information into an ontology and applies a reasoner to derive new knowledge. There are, however, many knowledge graph representations...

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Glossary of artificial intelligence

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and edges, which represent semantic relations between concepts, mapping or connecting semantic fields. semantic reasoner A piece of software able to...

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