%0 Journal Article %1 ignatov2017introduction %A Ignatov, Dmitry I. %D 2017 %J CoRR %K Data_Mining Einführung FBA %R 10.1007/978-3-319-25485-2_3 %T Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields %U http://dblp.uni-trier.de/db/journals/corr/corr1703.html#Ignatov17 %V abs/1703.02819 %X 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.

@article{ignatov2017introduction, abstract = {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.}, added-at = {2019-03-11T12:46:39.000+0100}, author = {Ignatov, Dmitry I.}, biburl = {https://www.bibsonomy.org/bibtex/241aead9611bb6543d76709193b05623e/keinstein}, description = {Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields}, doi = {10.1007/978-3-319-25485-2_3}, interhash = {9acb9a6aaa5d5744b00cb2b415764cb5}, intrahash = {41aead9611bb6543d76709193b05623e}, journal = {CoRR}, keywords = {Data_Mining Einführung FBA}, note = {cite arxiv:1703.02819}, timestamp = {2019-03-11T12:46:39.000+0100}, title = {Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields}, url = {http://dblp.uni-trier.de/db/journals/corr/corr1703.html#Ignatov17}, volume = {abs/1703.02819}, year = 2017 }