Artificial Intelligence and Decision Making
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Guidelines for authors

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Artificial Intelligence and Decision Making:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Artificial Intelligence and Decision Making, 2019, Issue 4, Pages 37–46
DOI: https://doi.org/10.14357/20718594190405
(Mi iipr187)
 

Data mining

Application of formal concept analysis for intellectual decision support

K. I. Pakhomovaa, A. V. Korobkob

a Siberian Federal University, Krasnoyarsk, Russia
b Institute of Computational Modelling, Siberian Branch of the Russian Academy of Sciences, Krasnoyarsk, Russia
Abstract: The development of smart assistants in the information systems area has led to the increased interest of the scientific to artificial intelligence methods. This article focused on the study of modern directions of intellectual support of decision-making by using the method of algebraic lattice theory that is formal concept analysis (FCA). Most scientists apply this approach for a solution to a wide range of tasks in an artificial intelligence area. In this article, we have learned modern researchers used FCA for classification, recommendations, ontology, information retrieval, and feature selection. For each category of problems were analyzed the advantages of lattice theory in FCA case, also was described the solution of problems the possibilities of the FCA method. On the result, was defined the main advantages of the FCA method which were applied for the development of the author's theory of intellectual support of operational analytical processing of heterogeneous data on the basis of integral OLAP-model.
Keywords: artificial intelligence, formal concept analysis, OLAP, intelligent decision support, analytical model.
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: K. I. Pakhomova, A. V. Korobko, “Application of formal concept analysis for intellectual decision support”, Artificial Intelligence and Decision Making, 2019, no. 4, 37–46
Citation in format AMSBIB
\Bibitem{PakKor19}
\by K.~I.~Pakhomova, A.~V.~Korobko
\paper Application of formal concept analysis for intellectual decision support
\jour Artificial Intelligence and Decision Making
\yr 2019
\issue 4
\pages 37--46
\mathnet{http://mi.mathnet.ru/iipr187}
\crossref{https://doi.org/10.14357/20718594190405}
\elib{https://elibrary.ru/item.asp?id=41800539}
Linking options:
  • https://www.mathnet.ru/eng/iipr187
  • https://www.mathnet.ru/eng/iipr/y2019/i4/p37
  • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Artificial Intelligence and Decision Making
    Statistics & downloads:
    Abstract page:14
    Full-text PDF :6
    References:1
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024