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Relational exploration. Combining description logics and formal concept analysis for knowledge specification

This work introduces Relational Exploration, a method for acquiring complete relational knowledge about a domain of interest by successively consulting a domain expert without ever asking redundant questions. This is achieved by combining Description Logics (DL) and Formal Concept Analysis (FCA): DL...

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Hovedforfatter: Rudolph, Sebastian
Format: Online
Sprog:engelsk
Udgivet: KIT Scientific Publishing 2021
Fag:
QA75.5-76.95
Semantic Web
Wissensmanagement
Verbandstheorie
Formale Begriffsanalyse
Data Mining
Terminologische Logik
bic Book Industry Communication::U Computing & information technology::UY Computer science
Online adgang:34899
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Summary:This work introduces Relational Exploration, a method for acquiring complete relational knowledge about a domain of interest by successively consulting a domain expert without ever asking redundant questions. This is achieved by combining Description Logics (DL) and Formal Concept Analysis (FCA): DL formalisms are used for defining FCA attributes while FCA exploration techniques are deployed to obtain or refine DL knowledge specifications.

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