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Siti Maryam
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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Eksplorasi Transaksi Pembelian Produk Dengan Metode Asosiasi Apriori Data Mining Siti Maryam; Asep Saepuloh; Awit Marwati Sakinah
Journal of Mathematics, Computations and Statistics Vol. 7 No. 2 (2024): Volume 07 Nomor 02 (Oktober 2024)
Publisher : Jurusan Matematika FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/jmathcos.v7i2.4458

Abstract

In an increasingly digital era and increasingly fierce business competition, businesses must become more innovative to find out how consumers usually buy products. This can be achieved by collecting data from every transaction in which a consumer purchases a product. This research analyzes exploration of product purchase transaction data using the apriori association method in data mining, with primary data obtained from PT employees. Sinar Sosro Tasikmalaya during February 2024. Limitations of this research include a limited data period so the sample size used is small, which can affect the generalization of the results. However, the choice of parameter values ​​of support of 0.1 and confidence of 1 helps to compensate for the limited sample size while still providing relevant and high-quality rules. The results of this research produce 3 association rules that can be used to support decisions, such as more efficient product placement and sales bundles. Where, the results of associations that have a strong product connection can be bundled with products that are less popular, and products that are often purchased together can be placed closer to the position of the product in the warehouse to make it easier to pick up the product.
Co-Authors . Fadhilah . Fitriana Aan Hasanah Abdul Rosyid Adriani Adnani Ajim Robuna Algifari Rozak Firdaus Alit Hindri Yani Alyanisa Anne Putri Aprilla Adawiyah Arantya, Nina Qurain Arrabiatul Adabi Asep Saepuloh Asrita . Avita Puspa Pratiwie Awit Marwati Sakinah Ayu Septia Nilamsari Azwar Azwar Baiq Melis Intan Manora Bambang Mursito Bellaji , Bismi Maryam Burhanudin Burhanudin Bustari Bustari Choirul Saleh Christien Setiya Kesumawati Dadang Sukandar Dasa Ismaimuza Dedeh Supriyanti Diah Ayu Harumbina Dina Ainunnisa Dinda Rizki Khoirunnisa Dini Nur Dona Ikranova Dwi Oktaviani Lardo Putri Ecky Gilang Ardi Saputra Eka Risma Putri Eli Arsanah Elisa Viryani Emi Handriana Eny Kustiyah Erin Padilla Siregar Ernawati Tri Handayani Esti Dwi Rahmawati Euis Sunarti Evan Farhan Wahyu Puadi Evita Ayu Candra Fadhistia Fadhistia Fadhli A Gani Fadli A. Gani Faisal Isra Maulana Faris Ardiansyah Fatwa Arifah Fithri Setya Marwati Fitriah Fitriah Amina Fitriana . Grido Handoko Sriyono Gusti Diansyah Hailuddin Haya Haya Hazera-Tun-Nessa Helmi Fuadi Hendra Dewangga Putra Hosaini IKA TRISNANTASARI Imam Bukhori Indani Insan Setiawan Ira Pani Arini Isnaini ., Isnaini Isnawati, Iin Aini Isri Nasifah iswanto Iyar Sasavila Aypik Jihan Anara Jumiati . Kevin Hewison Kusuma, Airlangga Surya Kuswanti, Ana Laili Suhairi Layla Hafni Lia Kurniasari Lia Natalia Linna Oktaviana Sari Lintang Kurnia Dewi Luluk Nur Aini m rezeki muamar M. Rizky Setia Ramadhan Maghfir Akbar Mahyuddin N Mastikawati Mayasafira Miftakhul Amin Mohammad Habib Mufirda Mufirda Muhammad Rijal Wahid Muharram Muhammad Yusnan Mukmin Suryatni Mulyadi, Alvind Meilinda Munigar, Eni Nada Yulfani Wulandari Nura Astari Urka Nuraida Nurmawati . Nuswantari Nuswantari Omiati Natalia Pang S. Asngari Paringsih Paringsih Prasetya Ady Purnama Pratiwi , Maudy Intan Pratiwi, Dita Retno Prima Dewi K Priyono Priyono Pusporini Palupi Jamaludin Raden Ahmad Barnabas Rahmawati . Raisna . Rakhmah Nafisah Ramdhan Setiawan Rani Astria Rasad Musfik R Ratna Yuliawati Redi Gamsah M Renita Astri Retno Dyah Kusumastuti, Retno Dyah Rico Dwi Saputro Rifiana, Andi Julia Rifki Firmansyah Rochmi Widayanti Rosa Nikmatul Fajri Rosmala Dewi Rusmadi Awza S.Pd. M Kes I Ketut Sudiana . Saiful Saiful Salsa Welyana SITI AMINAH Siti Maryam Fahilla Palestina Siti Wardah Soesilo Zauhar Sofiati Wardah Sri Hartono Sri Wahyuningsih Sudarwati Sudarwati Sukaesih Supratman Supratman Suprihatin Guhardja Susanti Tyaningtias Sutji Rochaminah Suyanti Suyanti Syahrul Syah Al-Farizi Syarip Hidayat Tarno Tarno Taufik Hidayat Taufiq NM Tri Handayani, Ernawati Uljanatunnisa, Uljanatunnisa Wawan Kokotiasa Widji Astuti Widya Lusi Arisona Yessi Handriani Yuli Heirina Hamid Yulianda Nofika Sari Yuni Khofifah Kurniawati Zempi, Chairun Nisa Zuraini Mahyiddin