Artikel,

Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields

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CoRR, (2017)cite arxiv:1703.02819.
DOI: 10.1007/978-3-319-25485-2_3

Zusammenfassung

This paper is a tutorial on Formal Concept Analysis (FCA) and its applications. FCA is an applied branch of Lattice Theory, a mathematical discipline which enables formalisation of concepts as basic units of human thinking and analysing data in the object-attribute form. Originated in early 80s, during the last three decades, it became a popular human-centred tool for knowledge representation and data analysis with numerous applications. Since the tutorial was specially prepared for RuSSIR 2014, the covered FCA topics include Information Retrieval with a focus on visualisation aspects, Machine Learning, Data Mining and Knowledge Discovery, Text Mining and several others.

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  • @keinstein

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