Content area

Abstract

The immersion of voluminous collection of data is inevitable almost everywhere. The invention of mathematical models to analyse the patterns and trends of the data is an emerging necessity to extract and predict useful information in any Knowledge Discovery from Data (KDD) process. The Formal Concept Analysis (FCA) is an efficient mathematical model used in the process of KDD which is specially designed to portray the structure of the data in a context and depict the underlying patterns and hierarchies in it. Due to the huge increase in the application of FCA in various fields, the number of research and review articles on FCA has raised to a large extent. This review differs from the existing ones in presenting the comprehensive survey on the fundamentals of FCA in a compact and crisp manner to benefit the beginners and its focuses on the scalability issues in FCA. Further, we present the generic anatomy of FCA apart from its origin and growth at a primary level.

Details

1009240
Title
A comprehensive overview on the foundations of formal concept analysis
Publication title
Volume
9
Issue
4
Pages
512-538
Publication year
2017
Publication date
2017
Section
Articles
Publisher
The University of Hong Kong - Faculty of Education
Place of publication
Hong Kong
Country of publication
China
ISSN
20737904
e-ISSN
23095008
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
ProQuest document ID
2122762178
Document URL
https://www.proquest.com/scholarly-journals/comprehensive-overview-on-foundations-formal/docview/2122762178/se-2?accountid=208611
Copyright
© 2017. This work is published under https://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-07-17
Database
2 databases
  • Education Research Index
  • ProQuest One Academic