Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms
The process of managing the pattern of handling stock of goods and the pattern of arranging goods on store shelves requires an identification process by utilizing data from sales transaction results. Market basket analysis of sales transaction data using Apriori Algorithm stages produces an informat...
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| Format: | UMS Journal (OJS) |
| Language: | eng |
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Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia
2020
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| Online Access: | https://journals.ums.ac.id/index.php/khif/article/view/8628 |
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| _version_ | 1805342472799256576 |
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| author | Prawira, Tresna Yudha Sunardi, Sunardi Fadlil, Abdul |
| author_facet | Prawira, Tresna Yudha Sunardi, Sunardi Fadlil, Abdul |
| author_sort | Prawira, Tresna Yudha |
| collection | OJS |
| description | The process of managing the pattern of handling stock of goods and the pattern of arranging goods on store shelves requires an identification process by utilizing data from sales transaction results. Market basket analysis of sales transaction data using Apriori Algorithm stages produces an information in the form of association rules with a minimum support value of 50% and a minimum confidence of 60%. It can be a reference in the arrangement of items on store shelves by referring to a combination of items that are often bought by consumers simultaneously. In addition, the stock inventory pattern can take advantage of the results of determining the high frequency value in the combination pattern 1 - itemset C1 with a minimum support value of 50% which is compared with the initial inventory. |
| format | UMS Journal (OJS) |
| id | oai:ojs2.journals.ums.ac.id:article-8628 |
| institution | Universitas Muhammadiyah Surakarta |
| language | eng |
| publishDate | 2020 |
| publisher | Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia |
| record_format | ojs |
| spelling | oai:ojs2.journals.ums.ac.id:article-8628 Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms Prawira, Tresna Yudha Sunardi, Sunardi Fadlil, Abdul apriori algorithm; arrangement of goods; stock The process of managing the pattern of handling stock of goods and the pattern of arranging goods on store shelves requires an identification process by utilizing data from sales transaction results. Market basket analysis of sales transaction data using Apriori Algorithm stages produces an information in the form of association rules with a minimum support value of 50% and a minimum confidence of 60%. It can be a reference in the arrangement of items on store shelves by referring to a combination of items that are often bought by consumers simultaneously. In addition, the stock inventory pattern can take advantage of the results of determining the high frequency value in the combination pattern 1 - itemset C1 with a minimum support value of 50% which is compared with the initial inventory. Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia 2020-04-22 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://journals.ums.ac.id/index.php/khif/article/view/8628 10.23917/khif.v6i1.8628 Khazanah Informatika : Jurnal Ilmu Komputer dan Informatika; Vol. 6 No. 1 April 2020; 33-41 Khazanah Informatika; Vol. 6 No. 1 April 2020; 33-41 2477-698X 2621-038X eng https://journals.ums.ac.id/index.php/khif/article/view/8628/5507 Copyright (c) 2020 Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika http://creativecommons.org/licenses/by/4.0 |
| spellingShingle | apriori algorithm; arrangement of goods; stock Prawira, Tresna Yudha Sunardi, Sunardi Fadlil, Abdul Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title | Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title_full | Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title_fullStr | Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title_full_unstemmed | Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title_short | Market Basket Analysis To Identify Stock Handling Patterns & Item Arrangement Patterns Using Apriori Algorithms |
| title_sort | market basket analysis to identify stock handling patterns item arrangement patterns using apriori algorithms |
| topic | apriori algorithm; arrangement of goods; stock |
| topic_facet | apriori algorithm; arrangement of goods; stock |
| url | https://journals.ums.ac.id/index.php/khif/article/view/8628 |
| work_keys_str_mv | AT prawiratresnayudha marketbasketanalysistoidentifystockhandlingpatternsitemarrangementpatternsusingapriorialgorithms AT sunardisunardi marketbasketanalysistoidentifystockhandlingpatternsitemarrangementpatternsusingapriorialgorithms AT fadlilabdul marketbasketanalysistoidentifystockhandlingpatternsitemarrangementpatternsusingapriorialgorithms |