Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System
Information technology supports the company's operational activities in recording incoming goods, outgoing goods, and existing inventory. PT. Mitraniaga Distribusindo is a company engaged in food distribution, which includes supporting aspects for smooth operations, such as stock availability o...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Kresnamedia Publisher
2022-12-01
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| Series: | Jurnal Riset Informatika |
| Subjects: | |
| Online Access: | https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/471 |
| _version_ | 1797937677549436928 |
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| author | Tedy Rukmana Hersanto Fajri Dahlia Widhyaestoeti |
| author_facet | Tedy Rukmana Hersanto Fajri Dahlia Widhyaestoeti |
| author_sort | Tedy Rukmana |
| collection | DOAJ |
| description | Information technology supports the company's operational activities in recording incoming goods, outgoing goods, and existing inventory. PT. Mitraniaga Distribusindo is a company engaged in food distribution, which includes supporting aspects for smooth operations, such as stock availability of office stationery. The Tsukamoto fuzzy method aims to calculate the estimated stock of office stationery needed in the future to provide recommendations for deciding the estimated stock of office stationery. The estimated target variable is more numerical, with models built using complete records providing the variable value of the target as a predictive value. Testing the accuracy of the calculation results of the office stationery stock estimation system was conducted using the Root Mean Squared Error (RMSE) to get a value of 5.9 so that the decisions obtained are more precise. In application development, using the waterfall model, which provides a sequential or sequential software life flow approach starting from design analysis, coding, and up to application testing using black box testing that is produced, each test form produces an appropriate status, according to the expected results. |
| first_indexed | 2024-04-10T18:48:02Z |
| format | Article |
| id | doaj.art-44feecd6bd584f929023f5bc636cb3ea |
| institution | Directory Open Access Journal |
| issn | 2656-1743 2656-1735 |
| language | English |
| last_indexed | 2024-04-10T18:48:02Z |
| publishDate | 2022-12-01 |
| publisher | Kresnamedia Publisher |
| record_format | Article |
| series | Jurnal Riset Informatika |
| spelling | doaj.art-44feecd6bd584f929023f5bc636cb3ea2023-02-01T09:00:23ZengKresnamedia PublisherJurnal Riset Informatika2656-17432656-17352022-12-015155556410.34288/jri.v5i1.471471Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock SystemTedy Rukmana0Hersanto Fajri1Dahlia Widhyaestoeti2Universitas Ibn khaldun BogorUniversitas Ibn Khaldun BogorUniversitas Ibn Khaldun BogorInformation technology supports the company's operational activities in recording incoming goods, outgoing goods, and existing inventory. PT. Mitraniaga Distribusindo is a company engaged in food distribution, which includes supporting aspects for smooth operations, such as stock availability of office stationery. The Tsukamoto fuzzy method aims to calculate the estimated stock of office stationery needed in the future to provide recommendations for deciding the estimated stock of office stationery. The estimated target variable is more numerical, with models built using complete records providing the variable value of the target as a predictive value. Testing the accuracy of the calculation results of the office stationery stock estimation system was conducted using the Root Mean Squared Error (RMSE) to get a value of 5.9 so that the decisions obtained are more precise. In application development, using the waterfall model, which provides a sequential or sequential software life flow approach starting from design analysis, coding, and up to application testing using black box testing that is produced, each test form produces an appropriate status, according to the expected results.https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/471fuzzy tsukamotoroot mean squared errorestimation stock system |
| spellingShingle | Tedy Rukmana Hersanto Fajri Dahlia Widhyaestoeti Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System Jurnal Riset Informatika fuzzy tsukamoto root mean squared error estimation stock system |
| title | Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System |
| title_full | Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System |
| title_fullStr | Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System |
| title_full_unstemmed | Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System |
| title_short | Implementation of the Fuzzy Tsukamoto Method for Office Stationery Estimation Stock System |
| title_sort | implementation of the fuzzy tsukamoto method for office stationery estimation stock system |
| topic | fuzzy tsukamoto root mean squared error estimation stock system |
| url | https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/471 |
| work_keys_str_mv | AT tedyrukmana implementationofthefuzzytsukamotomethodforofficestationeryestimationstocksystem AT hersantofajri implementationofthefuzzytsukamotomethodforofficestationeryestimationstocksystem AT dahliawidhyaestoeti implementationofthefuzzytsukamotomethodforofficestationeryestimationstocksystem |