书目名称 | Conceptual Exploration | 编辑 | Bernhard Ganter,Sergei Obiedkov | 视频video | | 概述 | Self contained, with numerous examples.Research, but nevertheless practical.A broad methodology of conceptual knowledge acquisition | 图书封面 |  | 描述 | This is the first textbook on attribute exploration, its theory, its algorithms for.applications, and some of its many possible generalizations. Attribute exploration.is useful for acquiring structured knowledge through an interactive process, by.asking queries to an expert. Generalizations that handle incomplete, faulty, or.imprecise data are discussed, but the focus lies on knowledge extraction from a.reliable information source..The method is based on Formal Concept Analysis, a mathematical theory of.concepts and concept hierarchies, and uses its expressive diagrams. The presentation.is self-contained. It provides an introduction to Formal Concept Analysis.with emphasis on its ability to derive algebraic structures from qualitative data,.which can be represented in meaningful and precise graphics.. | 出版日期 | Book 2016 | 关键词 | Knowledge Acquisition; Data science; Mathematical method; Formal concept analysis; Implication theories | 版次 | 1 | doi | https://doi.org/10.1007/978-3-662-49291-8 | isbn_softcover | 978-3-662-56999-3 | isbn_ebook | 978-3-662-49291-8 | copyright | Springer-Verlag Berlin Heidelberg 2016 |
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