p-Index From 2020 - 2025
13.497
P-Index
This Author published in this journals
All Journal International Journal of Evaluation and Research in Education (IJERE) Lingua Didaktika: Jurnal Bahasa dan Pembelajaran Bahasa Jurnal Mahupiki Novum : Jurnal Hukum Indonesian Journal of Conservation Jurnal Kesehatan Andalas MIX : Jurnal Ilmiah Manajemen Jurnal Kebidanan E-Dimas: Jurnal Pengabdian kepada Masyarakat Padjadjaran Journal of Dentistry Indonesian Journal of Artificial Intelligence and Data Mining Jurnal SOLMA Pendas : Jurnah Ilmiah Pendidikan Dasar JCES (Journal of Character Education Society) RISTEKDIK : Jurnal Bimbingan dan Konseling Jurnal Teknologi Sistem Informasi dan Aplikasi JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu Prosiding Seminar Nasional Jurusan PGSD FIP UNP Tahun 2015 PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat IMPROVEMENT: Jurnal Ilmiah untuk peningkatan mutu manajemen pendidikan JKPK (Jurnal Kimia dan Pendidikan Kimia) ACITYA Journal of Teaching & Education Building of Informatics, Technology and Science Jurnal Ilmiah Kebidanan Indonesia (Indonesian Midwifery Scientific Journal) Jusikom: Jurnal Sistem Informasi Ilmu Komputer Midwifery and Nursing Research (MANR) Jurnal Kesehatan Madani Medika Journal of Applied Health Management and Technology Jurnal Humaniora Teknologi Abdi Laksana : Jurnal Pengabdian Kepada Masyarakat Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Jurnal Peduli Masyarakat Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Khatulistiwa UTAMAX : Journal of Ultimate Research and Trends in Education Jurnal Humaniora Teknologi Indonesian Journal of Education, Social Sciences and Research (IJESSR) Jurnal Pengabdian kepada Masyarakat Nusantara SALEE: Study of Applied Linguistics and English Education Jurnal Pengabdian Masyarakat Abdimas Madani Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat ARBITRASE: JOURNAL OF ECONOMICS AND ACCOUNTING Ruwa Jurai: Jurnal Kesehatan Lingkungan Journal of Language, Literature, and English Teaching (JULIET) ACTION : Jurnal Inovasi Penelitian Tindakan Kelas dan Sekolah Bina Ekonomi: Majalah Ilmiah Fakultas Ekonomi Universitas Katolik Parahyangan Jurnal Penkomi : Kajian Pendidikan dan Ekonomi Jurnal Inovasi, Kreatifitas Anak Usia Dini New Language Dimensions KERNEL: Jurnal Riset Inovasi Bidang Informatika dan Pendidikan Informatika J-ESA (Jurnal Ekonomi Syariah) Chemistry and Materials Taroa : Jurnal Pengabdian Masyarakat PEMA: Jurnal Pendidikan dan Pengabdian Kepada Masyarakat Industrial Research Workshop and National Seminar Indonesian Journal of Applied Accounting and Finance Jurnal Basicedu Wahana Journal of Elementary School Education International Journal of Accounting, Management, Economics and Social Sciences (IJAMESC) Jurnal Pendidikan Sosial dan Konseling JAPB JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Sintaksis: Publikasi Para Ahli Bahasa dan Sastra Inggris Semantik : Jurnal Riset Ilmu Pendidikan, Bahasa dan Budaya Al-Zayn: Jurnal Ilmu Sosial & Hukum Jurnal Ilmu Komunikasi dan Sosial Politik SEWAGATI: Jurnal Pengabdian Kepada Masyarakat Jurnal Akademik Pengabdian Masyarakat Tabayyun : Journal of Islamic Studies Journal of Software Engineering and Multimedia (JASMED) JURNAL ILMIAH EKONOMI, MANAJEMEN, BISNIS DAN AKUNTANSI Journal of Excellence Humanities and Religiosity EEdJ: English Education Journal An International Journal Tourism and Community Review Buletin Pengembangan Perangkat Pembelajaran Jurnal Ners dan Kebidanan (Journal of Ners and Midwifery) REGISTER JOURNAL International Journal of Instructions and Language Studies IPSSJ Fundamental : Jurnal Ilmiah Hukum International Journal of Research in Education (IJRE) JPkM: Jurnal Pengabdian kepada Masyarakat Equiva JURNAL SAUDAGAR INDONESIA Joyful Learning Journal Jurnal Info Kesehatan Jurnal Teras Pengabdian Masyarakat
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Building of Informatics, Technology and Science

Perbandingan Algoritma Apriori dan Fp-Growth dalam Pengaplikasian Market Basket Analysis untuk Strategi Bisnis Retail Amelia, Rizky; Darmansyah, Darmansyah; Rismadin, Ahmad Maulana
Building of Informatics, Technology and Science (BITS) Vol 6 No 1 (2024): June 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i1.5388

Abstract

The advancement of information technology drives businesses to strategize to remain competitive. Retail businesses face challenges from changing consumer behaviors that prioritize convenience and speed in shopping, potentially reducing revenue if businesses fail to adapt quickly. An effective approach involves reanalyzing sales transaction data to identify consumer purchasing patterns, providing guidance for strategic decision-making. One effective technique is data mining using Market Basket Analysis models to analyze shopping baskets and identify correlations between items purchased. This model utilizes algorithms like Apriori and FP-Growth to generate association rules. Preprocessing the dataset to derive frequent itemsets, followed by applying association rules, helps identify significant correlations or patterns within the dataset. The Apriori and FP-Growth algorithms are applied with predefined minimum support and minimum confidence levels. Interpretation involves testing and verifying the discovered patterns against previous facts or hypotheses. The application of these algorithms shows their impact on the dataset size, as the chosen minimum support and confidence levels affect the number of association rules generated. Experiments with FP-Growth and Apriori algorithms indicate that using a minimum support of 0.02 requires longer execution time compared to 0.06. Using a minimum support of 0.02 and minimum confidence of 0.1 yields similar rules across different data divisions (30%, 40%, 50%, and 55% splits) of datasets containing 1200 and 2364 records out of 100% data. Both algorithms achieve 100% accuracy, demonstrating reliability and validity in discovering significant patterns within the same dataset
Co-Authors -, Nursani A, Dewa Akbar Adnan Afrizanudin, Muhammad Agung Mustika Rizki, Agung Mustika Agustin Rahmawati Agustin Rahmawati Agustina, Trie Wahyu Ahmad Baehaqi Ahmad Pikri Ahmad Suriansyah Ahsani Taqwiem Ahya, Istiqomah Nur Aini Pandiangan Ajeng Dwi Zhafira Al Fitrah, Muhammad Islam Alamsyah, Syahrul Alfin Nurul Afifah Alfina Damayanti Alifah Salsabila Alya Safitri Astsaniah Aman Ma’arij Amanda Amanda ANANDA SETIAWAN Anas, Marnisyah Andre Saputra Pata'dungan Anggun Kumala Putri Anggun Setyowati, Dinan Anis Rohmana Malik Anthony Y.M. Tumimomor Archangela Adelina Ardiani Ardiani, Ardiani Ardida, Shintia Dewi Aprilia Arianto, Affandi Arif Ramadhani, Arif Arif Roziqin, Arif Arini Anestesia Purba Arishandy, Zalfa Ibtisamah Arisona Ahmad Aritonang, Febri Liana Arta Mulya Budi Harsono Aslamiah Aslamiah Aslamiah Asnie, Nofi Maulida Asrin Asrin Astsaniah, Alya Safitri Athaya Nur Khayyirah Ati Aulia Sapya Azzahra, Rachel Sabina Bahar Amal Bahar Amal Bilal, Muhammad Budi Suharjo Celia Cinantya Cinantya, Celia Darmin Darmin, Darmin Dea Zara Avila Denny Nurdin dessy dwitalia sari Dey, Manna Dimara, Denis Lizard Sambawo Dinda Donita, Sabrina Putri Ediwarman Ediwarman Ehan Fuazan Rahmatillah Ellyza Nasrul Endah Wulandari Endang Sri Estimurti Erisna, Maya Erlangga, Muhammad Erna Widyastuti Erna Widyastuti, Erna Erna Wudyastuti Fadhliana, Nisa Rizqiya Fadhliana, Nisa Rizqiza Fadillah, Muhammad Faiz, Muhammad Alvin Fakhrur Rozi Farida, Muthia Farina, Mahlida Fathul Jannah, Fathul Fattah, Tino Kemal Feriyadi, Feriyadi Firmanto, Taufik Fitri, Miftahul Fitria , Laily Fitria Fitria Fitroh Auliani Gusti Ahmad Fanshuri Alfarisy, Gusti Ahmad Fanshuri Gusti Hidayati Halisa, Noor Handoko Hanhan Dianhar Hanifa Andisetyana Putri Hanna, Farah Hardinandar, Fajrin Hartini, Yayuk Hartoyo Hartoyo Helda Yuliani Heldiansyah -, Heldiansyah Herliana, Puspa Hermawan, Hendry Hikmahwati Ibrahim Ida Ariyanti, Ida Ilyasa, Nor Indira Fatra Deni Indrawati Indrawati Irwan Isabell, Mayati Isharyanti, Septalia Julkawait Jumadi Jumadi Junaika, Dede Tyo Karolina Kasmar Khairunnas Khas Sukma Mulya Khobibah, Khobibah Laily Fitria Latifah, Isna Leli Sudarma Lestari, Neneng Liani, Hila Listyaning Eko Martanti Listyaning Eko Martanti Lorosae, Teguh Anysor Luh Maya Rani M, Firdaus M. Chaisar M. Nelson Pinem M. Yunus M. Ziyan Takhqiqi Arsyad Maharani Galuh Pratiwi MARIA BINTANG Mariana, Sri Mariani, Nanik Marlina Marlina Maryati Maryati Masliani Masrul Basyar Maulana, Mahfuz afif Mayati Isabella Mei Indra Jayanti Meyrena, Sukma Dwi Mirnawati Mirnawati MMSI Irfan ,S. Kom Moh. Sholeh Asnawi Mu'in, Fatchul Mufrida, Anita Muhamad Ridwan Muhammad Akbar Muhammad Akbar Muhammad Firmansyah Muhammad Hendra Sunarya Muhammad Imron Zamzani Muhammad Isa Muhammad Nisfar Ramdhani Muhammad Rasyad Al Fajar Muhammad Riduan, Muhammad Muhammad Rizkan Muhammad Wildan Taftazani Mulia, Khas Sukma Murtiningsih, Tenny Mutia Rahmah N, Eka Widya Nadia Puteri Utami Nasrullah Nasrullah Nasution, Siti Sabilah Natasya, Aulia Ngadimun Ngadimun Noor Eka Chandra Noor Mutia Noor Safrina Noor, Yuzan Nor Halidah NOVIANA, WIDYAH Nur Amalia Nur Faiza Nur Inayah Nuralifah Tasya Nuralimsyah, Muhammad Nurhasanah Nurhasanah Nurhayati Nurhikma Resky Rahmadani NurLaeily, Tata Nurlaila Nurmala Waty Nurmala, Meilla Dwi Nurmaya, Reni Nursani nursani, nursani Nurwijayanti Octaviani, Dhita Aulia Oktavianto Gustin Opik Taofik Hidayat P, Pingki Tornanda Pangesti, Sifak Refin Panggabean, Tasya P. Panjaitan, Zayyan Tsabitah Pebriadi, Muhammad Syahid Pernadi, Rizky Pohan, Nurul Fattah Pratama Mugi , Boby Pratama, Boby Mugi Pratama, Rizki Widi Putri Elok Maufikhoh Putri Novita Sari Putri, Shintyadhita Wirawan Putriana Salman Radiansyah Radiansyah Rafianti, Wahdah Refia Rafidah, Bella Nur Rafie, Muhammad Iqbal Ainu Rahman, Lutfy Rahmawati Rahmawati Rahmawati Raudah Zaimah Dalimunthe, Raudah Zaimah Raudatul Jennah Reja Fahlevi Reno Mandala Putra Reza Agustin Rina Listia Rini Amelia, Rini Riska Dwi Anggarini Riskawaty, Helyna Rismadin, Ahmad Maulana Rizkan, Muhammad Rofi'ah, Siti Rosalinda Rosmaita Ambarita Rosnila Nur Ramadhannia RR. Ella Evrita Hestiandari Rusma Noortyani Sabrina, Ika Sagaf, Umar Salam, Agus Saman, Muhamad sani, Nursani Saputra, Anandi Saputra, Anugerah Dewa Niti Saputri, Adinda Riska Saputri, Nabila Dwita Meifianti Saputri Sapya, Aulia Sarbini, Ilyas Sari, Normalya Sari, Raihanah Sawaliyah, Sawaliyah Sayekti Harits Suryawan, Sayekti Harits Seriana Veronica Siburian Shalihah, Naufi Shevira Amelia Putri Siregar, Sakinah Ubudiyah Siti Aisyah Siti A’isyah SITI INA SAVIRA Siti Nur Indri Munawarah Solly Aryza Sovarinda, Irena Sukirman Sukma Mulia, Khas Sukrin, Sukrin Sunariyo, Sunariyo Sunaryo Sunaryo Suparmi Suparmi Syafruddin Syafruddin Syafruddin Syafruddin Syafruddin Syahfa, Reyhana Nuri Syahrani, Adinda Syahrifah, Titania Syahrul R, Syahrul Syahrul Syahrul Syamsul Mujahidin, Syamsul T. Ahmad Helmi Tafiyatul Wulandari Taftazani, Muhammad Wildan Tata NurLaeily Tatiah, Tatiah Taufiqurrahman Triana Sri Hardjanti, Triana Sri Udzmah, Ni'matul Usman, Muhammad Lulu Latif Vanesha Amanda Fritania Wafiq Azizah Wahdah Refia Rafianti Wahyunti, Sri Windia Hadi, Windia Winnugroho Wiratman, Manfaluthy Hakim, Tiara Aninditha, Aru W. Sudoyo, Joedo Prihartono Witra, Layla Yayuk Widyastuti Herawati, Yayuk Widyastuti Yesha Rahmadita Yolinda Evinalisa Yuniarti Yuniarti Yuniarti Yuniarti Yunisa Prestisia Murtidewi Yusmaniar Yusniarti Yussi Pratiwi Yussi Pratiwi Zahrani, Melia Zairinayati, Zairinayati Ziaurrahman, M. Zuhrah Zulaika, Nova