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Journal : Journal Of Artificial Intelligence And Software Engineering

Classification of Best-Selling Products Based at Noenaasstore Using Naïve Bayes Algorithm Hidayah, Nurul; Christianto, Paminto Agung; Amalia, Nurul
Journal of Artificial Intelligence and Software Engineering Vol 6, No 1 (2026): Maret
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v6i1.7701

Abstract

The advancement of information technology has shifted consumer shopping behavior toward e-commerce platforms, with the fashion category occupying the top position. This situation requires MSMEs to identify their best-selling products in order to design more accurate marketing strategies and business decisions. This study applies the Naïve Bayes algorithm to sales transaction data from Noenaasstore, an MSME engaged in women’s fashion, to classify products based on their sales levels. Model evaluation using RapidMiner achieved an accuracy of 92,62%, a weighted mean precision of 83,81%, and a weighted mean recall of 95,51%. These findings indicate that the Naïve Bayes algorithm can effectively categorize products, thereby enabling business owners to formulate promotional strategies and support data-driven decision-making.
Product Sales Analysis based on sales level using the K-Means Clustering method Kinasih, Aisha Bethary; Christianto, Paminto Agung; Amalia, Nurul
Journal of Artificial Intelligence and Software Engineering Vol 6, No 1 (2026): Maret
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v6i1.7710

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play a highly strategic role in driving Indonesia’s economic growth. Nevertheless, most business actors have not yet utilized digital technology to its full potential. One such example is Toko Nabila Daster, which recorded 475 sales transactions during the period of January–June 2025, but has not conducted an analysis to identify products with high, medium, or low sales levels. This situation may result in stock accumulation and ineffective promotional strategies. The objective of this study is to group products based on their sales levels using the K-Means Clustering method. The optimal number of clusters is determined through the Elbow Method, while the quality of clustering is assessed using the Davies-Bouldin Index (DBI). The results of the analysis indicate the formation of product clusters that distinguish best-selling, moderately selling, and low-selling categories. These findings are expected to serve as a foundation for business decision-making, particularly in designing promotional strategies and managing inventory more efficiently.
Co-Authors . Sediarso, . Abduh, Syahidah Achmad Lutfi Adaira, Salsabila D. Addaroni, Muhibban Adha, Ulfa K. Adhitya Wardhono AGUNG LUKITO Agus Setiawan Aini, Nur Qurrotur Aisida, Sufinatin Aji, Wisnu Aksana, Anandaku Al Fitri, Aulia Syafa Alipha, Tria Putri Amini, Amalia Andriani, Dwi Septi Anggraeni, Septiana Anjeri, Wan Muhammad Arbiani, Ere Mardella Arianti, Arini Aristyani, Nurdiah AULIYA, RIMA Ayanti, Bio Putri Ayu Lestari, Eka Azzahra, Syafina Bariroh, Alfi Bianda, Ryan Bilqis, Z.Z. Bobby Presley, Bobby Botek, Muhammad Brata, Cecilia Chandra, M. Andi Chatarina Umbul Wahyuni Christianto, Paminto Agung Damayanti, Dina Ratna Darmawan, Wachid Daswati Daswati Degeng, Putu Dian Danayanti Desy Natalia Siahaan Dewi Hariman, Annisa Dharmawan, Wahyu Dian Novita Dian Novita Dewi, Dian Novita Diena Juliana, Diena Dwi Anggraini DWI RAHMAWATI Eko Setiawan Elianora - Ernawati Ernawati Ernawati, Antik Ernawati, Erna Erwindo, Erwindo Fahrudin Zain Olilingo Fanny Rizki Sembiring Fitri Hadi Yulia Akib Ghifari, Sangkala Wiri Grage, Priya Tiang Hadi Sunaryo Hadibyono, Luluk Hadra, Siti Nur Haerani, Dini Halim, Steven Victoria Happy Yulia Hapsoro, Wim Hasanah, Elya Tifa Hasanah, Naila Najwa Ichsanuddin, Muhammad Ihsan Ihsan Ika Royanti, Nur Iman Budisantoso Inawaty, Inawaty Indrayant, Indrayant Indrayanti Indrayanti, Indrayanti Indri Rahayu, Indri Irawan, Jusak Nugraha Ivandari, Ivandari Izzuddin, Muhammad Fatih Joleha, Joleha Jumiati, Eny Kamsinah Kamsinah Khafifah, Khafifah Kinasih, Aisha Bethary Kurniawaty Fitri Kusyaifah, Efah Legowo, Indra Lestari, Pertiwi Indah Lestari, Riskygio Chandra Mahayattika, Idzma Maya M, Nabilah Mubarakah, Noor Zahwa Muhammad Amir Arham Muhammad Arsyad Muhammad Rapi Mukri, Rusdiono Muslikhah , Febri Palupi Muslikhah, Febri Palupi Musyaropah, Wardatul Nafila Nasir, M. Abd. Nasution, Dini Nasution, Rahmi N. A. Nawawi, Muh. Nawawi Nilsya Febrika Zebua, Nilsya Febrika Ningrum, Andi Utari Prasetya Ningsi, Sri Fitria Wahyu Norhayati Norhayati Norhayati, Norhayati Novtidela, Diva Nur Fadhilah Nur, Rizki Amalia Nurbidayah Nurhidayah Nurhidayah Nurmin Arianto, Nurmin NURUL AZIZAH NURUL HIDAYAH Nurwahida Nurwahida, Nurwahida Oktafiendi, Herdy PANDU PAKSI, HENDRIK Passalowongi, A. Alya Pebriani, Sri Pertiwi, Yuniariana Piatri, Piatri Pongpalilu, Fien Prasasti, Tirangga Lutfi Puspawati, Puspawati Putri Diana Putri Indah Sayakti Raden Mohamad Herdian Bhakti Rahmaniah, Rahmaniah Rahmi Rahmi Ramadhan, Hafiz Raufu, Mufutau Razali, Mariany Ridha Amalia Rifki, Muhamad Riki Gana Suyatna Riyanti, Rika Rizqullah, Aflah Farchan Robianti, Febi Robiatul Adawiyah Royanti, Nur Ika Rukayah Rukayah Rukmana, Maissy Diana Rusdi, Hikmah Rusida, Esty Restiana Sadewa, Yosep Saefurrahman, Ahmad Sagita, Saskia Sakti, Rizky Eka Salsabiil, Kintan Putri Santiawati, Lia Satriani Satriani Saut HS, Dicke Junryan Sediarso Sediarso, Sediarso Selvi Marcellia Selviana, Murni Septiana, Windy Setiadi, Adji Prayitno Shauqi, Muhammad Siagian, Rizky M. Siregar, Dicke JSH Sofvina, Winda Sri Wahdini Subaidi, Faizatunnisa Sudaryana, Yayan Sudirman Sudirman Sundari, Deva Sri Suryani, Ermi Susanti Suhartati, Susanti Syahruddin Hattab Syihabudin, Muhammad Sylvi Irawati Teguh Wijayanto Tiyasari, Dika Okta Alief Umah, Putri Amiratul Ummah, Dinda Khoirul Utari, Putri Nabila Vera Devani Wahyuni, Rizka Ayu WIBOWO, ARI PUTRA Wibowo, Yosi Irawati Widia Astuti Wijaya, Riko Pandu Wulandari, Putri D. Yanie, Akhmad Yulia Indrawati Yusri, A. Muhammad Zalza, Sysca Adzzariaat Zul, Wardania Zulliati Zulliati, Zulliati