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All Journal International Journal of Electrical and Computer Engineering Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Jurnal Ilmu Komputer Buletin Udayana Mengabdi Jurnal Ergonomi Indonesia (The Indonesian Journal of Ergonomic) Jurnal SPEKTRUM Jurnal Ilmiah Mikrotek SINTECH (Science and Information Technology) Journal Jurnal Ilmu Kesehatan Journal of Electrical, Electronics and Informatics International Journal of Engineering and Emerging Technology Indonesian Journal of Electrical Engineering and Computer Science Jurnal Teknik Informatika (JUTIF) Jurnal TAM (Technology Acceptance Model) Jurnal Teknokes Jurnal SPEKTRUM
Ida Bagus A. Swamardika
Department Of Electrical And Computer Engineering, Udayana University
Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mechanical Engineering Nursing Public Health Other

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Journal : Jurnal Ilmu Komputer

 1 
Analysis of Sales Pattern Determination System and Drug Stock Recommendation Made Dinda Pradnya Pramita; Made Sudarma; Ida Bagus Alit Swamardika
Jurnal Ilmu Komputer Vol 12 No 2 (2019): Jurnal Ilmu Komputer
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (456.659 KB) | DOI: 10.24843/JIK.2019.v12.i02.p04

Abstract

The tight competition in the pharmacy industry, requires pharmacy owners to develop strategies in increasing drug sales. One of the strategies carried out is to analyze patterns of drug sales and determine drug stock recommendations based on sales transaction data. Based on this, an application was built to determine the pattern of drug sales and drug stock recommendations by using a modified Apriori Algorithm and Triple Exponential Smoothing Method. Apriori algorithm modification is used to overcome the problem of large amounts of sales transaction data, thus minimizing the time in the database scan process. Triple Exponential Smoothing method is used in determining drug stock recommendations based on sales patterns that have been generated to prevent excess or lack of stock. Application testing techniques used are performance testing, lift ratio and accuracy testing. The research resulted in a sales pattern that has a strong association rule and time analysis using Apriori Algorithm modification that is faster than using a traditional Apriori Algorithm and the percentage error value of drug stock recommendations by 31.84%. Keywords: Sales Pattern, Stock Recommendations, Apriori Algorithm Modification and Triple Exponential Smoothing
Co-Authors A.A Ngurah Amrita Abdul Hafiz Haqqi Aceng Sambas, Aceng Adinata Mas Pratama Agus Selamet Duniaji Anak Agung Gede Maharta Pemayun Anak Agung Gede Oka Kessawa Adnyana Ananta Wijaya Andika, I Gede Irvan Pramanta Andri Ferdiansyah Ari Putra Wijaya Darma Kotama, I Nyoman Devin Gede Herawan Dewa Gede Wahyu Adi Prayoga Duman Care Khrisne firmansyah maualana sugiartana nursuwars Gede Ardi Herdiana Hernandi, William Hijriatullah, Rizal Umarhandi I Dewa Putu Sutjana I Gede Dyana Arjana I Gst Agung Putu Raka Agung I Gusti Made Bagus Kurniawan I Gusti Ngurah Priambadi I Gusti Ngurah Wira Partha I Kadek Agus Arta Yasa I Kadek Dwi Arta Saputra I Made Arsa Suyadnya i made bayu bakti kusuma negara I Made Krisna Dinata I MADE MULIARTA . I Made Oka Widyantara I MADE SUDARMA I Made Sutajaya I N Satya Kumara I N. Lanus I N. Surata I Nyoman Budiastra I Nyoman Budiastra I Nyoman Gunantara I Nyoman Setiawan I Nyoman Sumitra Tanaya I Nyoman Suprapta Winaya I Nyoman Sutarja I Putu Ari Wijaya I Putu Astya Prayudha I Putu Elba Duta Nugraha I Putu Gede Adiatmika I Putu Hardy Sarjana I Putu Sugi Almantara I Putu Sugi Almantara I Putu Wahyu Eka Suryawan I W. A. Wijaya I Wayan Arta Wijaya I Wayan Arta Wijaya I Wayan Bandem Adnyana I Wayan Sukerayasa I.M. Benny P.W. I.W.A Wijaya Ida Ayu Dwi Giriantari Ida Ayu Sri Adnyani Ida Bagus Adisimakrisna Peling Ida Bagus Adnyana Manuaba Ida Bagus Dwijaya Kesuma Ida Bagus Surya Paramarta Iing . ' Indah Sri Handari Adiputra Indra Christian, Febry Iskandar, Adi Panca Saputra IW Dani Pranata Kheri Arionadi Shobirin Komang Oka Saputra l Gusti Ngurah Janardana Lie Jasa Luh Made Indah Sri Handari Adiputra Made Dinda Pradnya Pramita Made Dwi Mulyawan Made Sudarma Made Sudarma Made Yogi Hendrayanto Maghfirotul Iffah Mariani, Fitri N Utami Wedanti Ngakan Putu Satriya Utama Ngakan Putu Satrya Utama Ngurah Yowana Asta Prawangsa Ni Wayan Sri Ariyani Ni Wayan Sri Aryani Nurul Hiron, Nurul Oka Saputra, Komang Ontoseno Penangsang Pande Ketut Sudiarta, Pande Ketut Pande Made Agus Yudi Adnyana Philipus Novenando Mamang Weking Pratolo Rahardjo Prihastini, Komang Angga Putu Aryasuta Wicaksana Putu Widiadnyana ., Putu Widiadnyana Putu Wira Buana R.S. Hartati Rukmi Sari Hartati Salmon, Ersa Agnes Sedana, I Made Bagus Ambara Shofa, Rahmi Susy Purnawati Tjok Gede Indra Partha Triwayuni, I Gusti Ayu Wahyudin Wahyudin Wayan Gede Ariastina Wibisana Hadi Chandra Widyadi Setiawan Yoga Divayana Yogiswara Dharma Putra Yogiswara Dharma Putra