Singh, Prem Kumar ; Aswani Kumar, Cherukuri ; Gani, Abdullah
Contributor:Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Title:A comprehensive survey on formal concept analysis, its research trends and applications
Group publication title: Subject and Keywords:concept lattices ; formal concept analysis ; formal concept ; formal context ; Galois connection
Abstract:In recent years, FCA has received significant attention from research communities of various fields. Further, the theory of FCA is being extended into different frontiers and augmented with other knowledge representation frameworks. In this backdrop, this paper aims to provide an understanding of the necessary mathematical background for each extension of FCA like FCA with granular computing, a fuzzy setting, interval-valued, possibility theory, triadic, factor concepts and handling incomplete data. ; Subsequently, the paper illustrates emerging trends for each extension with applications. To this end, we summarize more than 350 recent (published after 2011) research papers indexed in Google Scholar, IEEE Xplore, ScienceDirect, Scopus, SpringerLink, and a few authoritative fundamental papers
Publisher:Zielona Góra: Uniwersytet Zielonogórski
Date: Resource Type: DOI: Pages: Source:AMCS, volume 26, number 2 (2016) ; click here to follow the link
Language: License CC BY 4.0: Rights: