Analysis of Shopping Cart in Retail Companies Using Apriori Algorithm Method and Model Profset
Abstract
This research needed a priori algorithm method to produce association rules, with a "if-then" pattern. Apriori algorithm uses an iterative approach known as level-wise search, where k-groups of products are used to explore (k + 1) product groups or (k + 1) -itemset (Han and Kamber, 2001). A priori algorithm method is expected to provide vacancy information on one of the stock items that are often purchased simultaneously by the customer. Product optimization is carried out using the profset model, which evaluates the profit margins generated per product and is developed to maximize cross-selling opportunities.
Based on this background, research will be conducted under the title Shopping Cart Analysis in Retail Companies Using the Apriori Algorithm Method and Model Profset
Downloads
Download data is not yet available.
References
[1] Adi Panca, Kheri Arionadi, and Saputra, Komang Oka .2017. “Analysis Shoping Cart at Drugs Store By Using an Apriori Algorithm”. International Journal of Engineering and Emerging Tercnology, Vol 2,No1, p-issn: 2579-5988.
[2] Ansari Muhammad, Suryadharma I Putu, and Sastra Nyoman Putra.2017.”Application of Costomer Clustering Mining in Household with Fuzzy Multi Criteria Decision Making (FMCDM). Journal of Engineering and Emerging Tercnology, Vol. 2, No 1, p-ISSN:1693-2951.
[3] Ardiada Dwi, Ariawan Pasek Agus, and Sudarma Made. 2018. “ Evalution of Supporting Work Quality Using K-Means Algorihm”. Journal of Engineering and Emerging Tercnology,Vol.3 , No1, p-ISSN:1693-2951.
[4] Arimbawa Dewa Agung, Prawaba I Nyoman Angga, and Mertasana Putu Arya. “Implementation of Apriori Algorithm Determining Tourism Visit Pattern to Bali “. International Journal of Engineering and Emerging Tercnology, Vol. 4, No , p-ISSN:2579-5988.
[5] Brij,Tom dkk. Kerangka untuk Mengoptimalisasi Produk dalam Supermarket dengan Metode Model Profset.University Center, Limburg
[6] Dewi Indah Cahya, Gautama Bara Yuda, and Mertasana Putu Arya.2017. “Analysis of Clustring for Grouping of Productive Industry by K-Medoid Method” Journal of Engineering and Emerging Tercnology. Vol. 2, No1, p-ISSN:2579-5988.
[7] Gama, Darma Putra, dan Agung Bayupati. 2016. Implementasi Algoritma Apriori Untuk Menemukan Frequent Itemset dalam Keranjang Belanja. Journal of Engineering and Emerging Tercnology, vol 15,No.2, p-ISSN:1693-2951.2016
[8] Hendrayana, Rifky Lana , and Sudarma Made.2017. Application of Neural Network Overview in Data Mining. Journal of Engineering and Emerging Tercnology, Vol 2, No. 1, p-ISSN:2579-5988.
[9] IGA Indrawan, M Sudarma, And L Jasa.2018. Implementasi Algoritma FP-Growth dengan Closure Table untuk Penemuan Frequent Itemset pada Keranjang Belanja. Journal of Engineering and Emerging Tercnology, vol. 17, No.2, p-ISSN:1693-2951.
[10] Mamang Weking Philipus N, Parta IGN, Weking Antonius Ibi. 2019. “Application of Data Mining With Support Vector Machine ( SVM) in Selling Prediction Trend of Spiritual Goods ( Case Study : PT. X Bali ).” International Journal of Engineering and Emerging Tercnology,Vol. 4, No1, p-ISSN 2579-5988.
[11] Mahendra IGN, Suta IB Leo, and Sudarma M.2019. “Classification of Data Mining With Adaboost Method in Determining Credit Providing For Costomers”. Journal of Engineering and Emerging Tercnology, Vol. 4, No 1, p-ISSN: 2579-598.
[12] Maricar M. Azman, Widiadnyana Putu, and Wijaya Wayan. 2017. “Analysis of Data Mining for Forcesting Total Goods Delivery With Moving Average Methode”. Journal of Engineering and Emerging Tercnology, Vol. 2. No ,1, p-ISSN: 2579-5988.
[13] Peling IB, Arnawan Inyoman, and Janardana IGN. 2017. “ Implementation of Data Mining To Predict Period of Students Study Using Naïve Bayes Algorthm”. Journal of Engineering and Emerging Tercnology,Vol. 2, No 1, p-ISSN:1693-2951.
[14] Putra Putu Bagus, Suryani Ni Putu, and Aryani Sri. 2018. “Analysis of Apriori Algorthm on Sales Tr ansaction to Arrange Placement of Goods on Minimarket”. Journal of Engineering and Emerging Tercnology, vol 3, No.1, p-ISSN: 2579-5988.
[15] Putu Angelina, and Made Sudarma. 2018. “Implementation of EM Algorthm in Data Mining for Clustering Famele Coorporative”. Journal of Engineering and Emerging Tercnology, Vol.3, No1, p-ISSN: 2579-5988.
[16] Pramana I Wayan Surya, Iswardani Putu Risanti, an Aryani. 2019.” Application of Data Mining in Optimazation of Hotel ‘s Foods and Beverage Costs”
Journal of Engineering and Emerging Tercnology. Vol, 4, No 1, p-ISSN:2579-5988.
[17] Surya Hendrayana PB, Rahardian, and Sudarma Made.2017.”Application of Neural Network Overview in Data Mining”. Journal of Engineering and Emerging Tercnology, Vol. 2, No 1, Vol.3 , No1, p-ISSN:1693-2951.
[2] Ansari Muhammad, Suryadharma I Putu, and Sastra Nyoman Putra.2017.”Application of Costomer Clustering Mining in Household with Fuzzy Multi Criteria Decision Making (FMCDM). Journal of Engineering and Emerging Tercnology, Vol. 2, No 1, p-ISSN:1693-2951.
[3] Ardiada Dwi, Ariawan Pasek Agus, and Sudarma Made. 2018. “ Evalution of Supporting Work Quality Using K-Means Algorihm”. Journal of Engineering and Emerging Tercnology,Vol.3 , No1, p-ISSN:1693-2951.
[4] Arimbawa Dewa Agung, Prawaba I Nyoman Angga, and Mertasana Putu Arya. “Implementation of Apriori Algorithm Determining Tourism Visit Pattern to Bali “. International Journal of Engineering and Emerging Tercnology, Vol. 4, No , p-ISSN:2579-5988.
[5] Brij,Tom dkk. Kerangka untuk Mengoptimalisasi Produk dalam Supermarket dengan Metode Model Profset.University Center, Limburg
[6] Dewi Indah Cahya, Gautama Bara Yuda, and Mertasana Putu Arya.2017. “Analysis of Clustring for Grouping of Productive Industry by K-Medoid Method” Journal of Engineering and Emerging Tercnology. Vol. 2, No1, p-ISSN:2579-5988.
[7] Gama, Darma Putra, dan Agung Bayupati. 2016. Implementasi Algoritma Apriori Untuk Menemukan Frequent Itemset dalam Keranjang Belanja. Journal of Engineering and Emerging Tercnology, vol 15,No.2, p-ISSN:1693-2951.2016
[8] Hendrayana, Rifky Lana , and Sudarma Made.2017. Application of Neural Network Overview in Data Mining. Journal of Engineering and Emerging Tercnology, Vol 2, No. 1, p-ISSN:2579-5988.
[9] IGA Indrawan, M Sudarma, And L Jasa.2018. Implementasi Algoritma FP-Growth dengan Closure Table untuk Penemuan Frequent Itemset pada Keranjang Belanja. Journal of Engineering and Emerging Tercnology, vol. 17, No.2, p-ISSN:1693-2951.
[10] Mamang Weking Philipus N, Parta IGN, Weking Antonius Ibi. 2019. “Application of Data Mining With Support Vector Machine ( SVM) in Selling Prediction Trend of Spiritual Goods ( Case Study : PT. X Bali ).” International Journal of Engineering and Emerging Tercnology,Vol. 4, No1, p-ISSN 2579-5988.
[11] Mahendra IGN, Suta IB Leo, and Sudarma M.2019. “Classification of Data Mining With Adaboost Method in Determining Credit Providing For Costomers”. Journal of Engineering and Emerging Tercnology, Vol. 4, No 1, p-ISSN: 2579-598.
[12] Maricar M. Azman, Widiadnyana Putu, and Wijaya Wayan. 2017. “Analysis of Data Mining for Forcesting Total Goods Delivery With Moving Average Methode”. Journal of Engineering and Emerging Tercnology, Vol. 2. No ,1, p-ISSN: 2579-5988.
[13] Peling IB, Arnawan Inyoman, and Janardana IGN. 2017. “ Implementation of Data Mining To Predict Period of Students Study Using Naïve Bayes Algorthm”. Journal of Engineering and Emerging Tercnology,Vol. 2, No 1, p-ISSN:1693-2951.
[14] Putra Putu Bagus, Suryani Ni Putu, and Aryani Sri. 2018. “Analysis of Apriori Algorthm on Sales Tr ansaction to Arrange Placement of Goods on Minimarket”. Journal of Engineering and Emerging Tercnology, vol 3, No.1, p-ISSN: 2579-5988.
[15] Putu Angelina, and Made Sudarma. 2018. “Implementation of EM Algorthm in Data Mining for Clustering Famele Coorporative”. Journal of Engineering and Emerging Tercnology, Vol.3, No1, p-ISSN: 2579-5988.
[16] Pramana I Wayan Surya, Iswardani Putu Risanti, an Aryani. 2019.” Application of Data Mining in Optimazation of Hotel ‘s Foods and Beverage Costs”
Journal of Engineering and Emerging Tercnology. Vol, 4, No 1, p-ISSN:2579-5988.
[17] Surya Hendrayana PB, Rahardian, and Sudarma Made.2017.”Application of Neural Network Overview in Data Mining”. Journal of Engineering and Emerging Tercnology, Vol. 2, No 1, Vol.3 , No1, p-ISSN:1693-2951.
Published
2020-12-13
How to Cite
PERMATASARI, putri agung.
Analysis of Shopping Cart in Retail Companies Using Apriori Algorithm Method and Model Profset.
International Journal of Engineering and Emerging Technology, [S.l.], v. 5, n. 2, p. 52-60, dec. 2020.
ISSN 2579-5988.
Available at: <https://ojs.unud.ac.id/index.php/ijeet/article/view/60058>. Date accessed: 21 nov. 2024.
doi: https://doi.org/10.24843/IJEET.2020.v05.i02.p09.
Section
Articles
Indexed By
