A review of market basket analysis on business intelligence and data mining

Business insight (BI) is an information driven arrangement which umbrellas assortment of instruments, advances, applications, procedures and methodologies that empower mining of helpful learning and data from operational information resources. Hidden patterns or trends got from the tremendous volume...

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Main Authors: Amir Sjarif, Nilam Nur, Mohd. Azmi, Nurulhuda Firdaus, Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz, Wong, Doris Hooi-Ten
Format: Article
Published: Inderscience Publishers 2021
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Online Access:http://eprints.utm.my/id/eprint/97917/
http://dx.doi.org/10.1504/IJBIDM.2021.114475
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spelling my.utm.979172022-11-10T01:00:54Z http://eprints.utm.my/id/eprint/97917/ A review of market basket analysis on business intelligence and data mining Amir Sjarif, Nilam Nur Mohd. Azmi, Nurulhuda Firdaus Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz Wong, Doris Hooi-Ten T Technology (General) Business insight (BI) is an information driven arrangement which umbrellas assortment of instruments, advances, applications, procedures and methodologies that empower mining of helpful learning and data from operational information resources. Hidden patterns or trends got from the tremendous volume of information are added to informed and strategic decision-making. Market basket analysis (MBA) is one of the regularly utilised data mining techniques in BI to help business organisation in accomplishing upper hand. In spite of the fact that, the appropriation of the MBA as a data mining technique in BI tools are common in e-commerce, paper that survey BI and MBA is limited. This paper gives a major picture on the current state of BI and the application of the MBA as a BI technique. Written works identified with BI and MBA from different sources such as digital libraries and Google Scholar are explored. The survey serves to some degree as a guide or platform for researchers and practitioners for future improvement. Inderscience Publishers 2021 Article PeerReviewed Amir Sjarif, Nilam Nur and Mohd. Azmi, Nurulhuda Firdaus and Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz and Wong, Doris Hooi-Ten (2021) A review of market basket analysis on business intelligence and data mining. International Journal of Business Intelligence and Data Mining, 18 (3). pp. 383-394. ISSN 1743-8187 http://dx.doi.org/10.1504/IJBIDM.2021.114475 DOI : 10.1504/IJBIDM.2021.114475
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Amir Sjarif, Nilam Nur
Mohd. Azmi, Nurulhuda Firdaus
Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz
Wong, Doris Hooi-Ten
A review of market basket analysis on business intelligence and data mining
description Business insight (BI) is an information driven arrangement which umbrellas assortment of instruments, advances, applications, procedures and methodologies that empower mining of helpful learning and data from operational information resources. Hidden patterns or trends got from the tremendous volume of information are added to informed and strategic decision-making. Market basket analysis (MBA) is one of the regularly utilised data mining techniques in BI to help business organisation in accomplishing upper hand. In spite of the fact that, the appropriation of the MBA as a data mining technique in BI tools are common in e-commerce, paper that survey BI and MBA is limited. This paper gives a major picture on the current state of BI and the application of the MBA as a BI technique. Written works identified with BI and MBA from different sources such as digital libraries and Google Scholar are explored. The survey serves to some degree as a guide or platform for researchers and practitioners for future improvement.
format Article
author Amir Sjarif, Nilam Nur
Mohd. Azmi, Nurulhuda Firdaus
Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz
Wong, Doris Hooi-Ten
author_facet Amir Sjarif, Nilam Nur
Mohd. Azmi, Nurulhuda Firdaus
Siti Sophiayati Yuhaniz, Siti Sophiayati Yuhaniz
Wong, Doris Hooi-Ten
author_sort Amir Sjarif, Nilam Nur
title A review of market basket analysis on business intelligence and data mining
title_short A review of market basket analysis on business intelligence and data mining
title_full A review of market basket analysis on business intelligence and data mining
title_fullStr A review of market basket analysis on business intelligence and data mining
title_full_unstemmed A review of market basket analysis on business intelligence and data mining
title_sort review of market basket analysis on business intelligence and data mining
publisher Inderscience Publishers
publishDate 2021
url http://eprints.utm.my/id/eprint/97917/
http://dx.doi.org/10.1504/IJBIDM.2021.114475
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score 13.209306