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Penerapan Algoritma Apriori Dalam Mengidentifikasi Pola Perilaku Belanja Konsumen Muliawan Nur, Amri; Bahtiar, Hariman; Suhartini; Fathurrahman, Imam; Muzarrofah, Liana Rozita
Infotek: Jurnal Informatika dan Teknologi Vol. 8 No. 2 (2025): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v8i2.31105

Abstract

The advancement of digital technology has brought significant changes to data management in the commercial sector, especially in retail stores. This study aims to apply the Apriori algorithm to identify patterns of consumer shopping behavior at D&D Mart, Jerowaru District, East Lombok, Indonesia. Data were collected through observation and interviews with customers. Data processing was conducted using Google Colaboratory to obtain visualizations and calculate association rules. The results show that the combination of coffee, detergent, and sugar products has a support value of 31% and a confidence level of 100%, indicating a very strong purchasing pattern for these products to occur together. This finding provides valuable insights for store owners in developing marketing strategies, such as product placement for items frequently purchased together, bundled promotional offers, and more optimal stock management. Overall, this study demonstrates that the Apriori algorithm is effective for analyzing sales transaction data in retail stores and can support data-driven business decision-making to enhance operational effectiveness and customer satisfaction.
Pengendalian Kualitas dengan Pendekatan Six Sigma dan New Seventools sebagai Upaya Perbaikan Produk Suhartini; Mochammad Basjir; Arief Tri Hariyono
Journal of Research and Technology Vol. 6 No. 2 (2020): JRT Volume 6 No 2 Des 2020
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v6i2.373

Abstract

X is a manufacturing company engaged in galvalume processing. Hollow Galvalume is a leading product of CV. X. In each production process, there was product failure or defective products. If defective products occurred frequently, it could harm the company. Therefore, the objectives of study were to identify and analyse the causes of product defects and provide recommendations for improvements to minimize defective products. The methods used were Six Sigma and New Seventools. The Six Sigma method has 5 stages, namely Define, Measure, Analyse, Improve, and Control. The results of the calculation showed value of Defect per Million Opportunity was 14721 and sigma value of 3.69. Thus, the production of hollow products reached the Indonesian average industrial level, but the company wants to make improvements continuously. The results of improvement stage using New Seventools provided recommendations for improvements, among others, training for workers to understand work procedures better, regular schedule of machine maintenance, material inspection process monitoring, making a list of materials planned to be used, addition of special area and facilities for material warehouse.
Perancangan Ulang Tata Letak Fasilitas Produksi dengan Metode Systematic Layout Planning dan BLOCPLAN untuk Meminimasi Biaya Material Handling pada UD. Sofi Garmen Ulfiyatul Kholifah; Suhartini
Journal of Research and Technology Vol. 7 No. 2 (2021): JRT Volume 7 No 2 Des 2021
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v7i2.556

Abstract

The competitions among industries will get increasing and grow rapidly along with the advan/cement of technology. The layout of company facilities must be considered well as it holds a vital role in determining the quality of production process. Sofi Garmen Firm has encountered a problem of far distance in material handling among departments that finally triggered disturbance of production activity and huge cost of material handling. Therefore, a design for relayouting production facilities became the research object. It aimed at designing the layout proposal through Systematic Layout Planning and Blocplan methods. To calculate the distance, the researcher employed Rectilinear and Euclidean. The result of both distance calculations in Systematic Layout Planning obtained 29,678.5 meters and 23,375 meters respectively, whereas the cost of material handling gained averagely IDR 1,129,356.5. Meanwhile, the results of distance calculations of Rectilinear and Euclidean in Blocplan earned 30,920 meters and 26,942.5 meters consecutively and the cost of material handling produced averagely IDR 1,237,564.5. Accordingly, the calculation results indicated that the recommendation yielded by Systematic Layout Planning became the most optimum alternative of layout.
Perancangan dan Pengembangan Produk Lemari Setrika dengan Penerapan Metode Quality Function Deployment dan Antropometri Alamsyah, Andy Dwiky; Suhartini
Journal of Research and Technology Vol. 9 No. 1 (2023): JRT Volume 9 No 1 Juni 2023
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v9i1.557

Abstract

Abstract Cabinets are a very important product, especially when it comes to clothing storage. Ironing and storing clothes requires a lot of space and tools. These things become a problem for students who live in boarding houses because of the limited availability of places. The purpose of this study is to find out the attributes and technical responses of ironing cabinets based on consumer desires, and assemble iron cabinet products based on the results of QFD and Anthropometric calculations. The results of the study resulted in 3 product attribute priorities from 10 product attributes based on customer demand, namely natural wood motifs with a value of 10.86%, outlet for ironing with a value of 10.85%, and products comfortable to use for users with a value of 10.84%. The attribute that is a priority will be the feature that will be used in product development. Then obtained 6 body dimensions, namely the height of the body standing position 180.12 cm, the height of the eye standing position 146.31 cm, the shoulder height standing position 136.79 cm, the height of the elbow standing position 90.88 cm, the distance of the elbow to the fingertips 36.13 cm, and the distance of the back to the front end of the hands 47.17 cm. Then obtained products from the assembly of ironing cabinets based on QFD and anthropometric calculations. Keywords: cabinet, iron, customer, QFD, anthropometry. Abstrak Lemari merupakan produk yang sangat penting terutama untuk hal penyimpanan baju. Kegiatan menyetrika dan menyimpan baju membutuhkan banyak tempat dan alat. Hal-hal tersebut menjadi masalah bagi mahasiswa yang bertempat tinggal di rumah kos karena ketersediaan tempat yang terbatas. Tujuan dari penelitian ini adalah untuk mengetahui atribut dan respon teknis lemari setrika berdasarkan keinginan konsumen, dan merakit produk lemari setrika berdasarkan hasil perhitungan QFD dan Antropometri. Hasil dari penelitian menghasilkan 3 prioritas atribut produk dari 10 atribut produk berdasarkan permintaan pelanggan yaitu motif natural kayu dengan nilai 10,86 % , stop kontak untuk menyetrika dengan nilai 10,85 %, dan produk nyaman digunakan bagi pengguna dengan nilai10,84%. Atribut yang menjadi prioritas akan menjadi fitur yang akan digunakan dalam pengembangan produk. Kemudian didapatkan 6 ukuran dimensi tubuh yaitu tinggi tubuh posisi berdiri 180,12 cm, tinggi mata posisi berdiri 146,31 cm, tinggi bahu posisi berdiri 136,79 cm, tinggi siku posisi berdiri 90,88 cm, jarak ujung siku ke ujung jari 36,13 cm, dan jarak punggung hingga ujung tangan kedepan 47,17 cm. Kemudian didapatkan produk hasil perakitan lemari setrika berdasarkan perhitungan QFD dan antropometri. Kata kunci: lemari, setrika, pelanggan, QFD, antropometri.
ANALISIS SWOT DAN AHP UNTUK MENENTUKAN STRATEGI PENGEMBANGAN DALAM PERSAINGAN USAHA (STUDI KASUS: UD. DUTA SUMBER AYEM NIAGA): ANALISIS SWOT DAN AHP UNTUK MENENTUKAN STRATEGI PENGEMBANGAN DALAM PERSAINGAN USAHA (STUDI KASUS: UD. DUTA SUMBER AYEM NIAGA) Suhartini; Abdillah, Ahmad Habib
Journal of Research and Technology Vol. 9 No. 2 (2023): JRT Volume 9 No 2 Des 2023
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v9i2.1073

Abstract

Duta Sumber Ayem Niaga adalah perusahaan yang bergerak dibidang produksi beras. Banyaknya pesaing baru menyebabkan turunnya tingkat penjualan 20% UD. Duta Sumber Ayem Niaga dari tahun sebelumnya, untuk mengembangkan strateginya perlu menggunakan metode SWOT untuk mengidentifikasi faktor internal dan eksternal perusahaan dan AHP untuk menilai bobot pendukung keputusan strategi. Dengan harapan setelah menggunakan metode SWOT dan AHP UD. Duta Sumber Ayem Niaga dapat mengembangkan strateginya guna bersaing dengan kompetitornya. Setelah dilakukan identifikasi menggunakan metode SWOT posisi perusahaan berada pada titik koordinat kuadran I yang artinya penyusunan strategi alternatif mengarah pada penerapan strategi pertumbuhan dan mendukung kebijakan pertumbuhan yang agresif dengan memanfaatkan peluang yang ada serta kekuatan internal yang dimiliki oleh perusahaan sehingga memberikan value bagi usahanya. Berdasarkan hasil pembobotan AHP (Analytical Hierarchy Process), dapat disimpulkan bahwa alternatif strategi SO 1 (Mempertahankan harga, meningkatkan kualitas dan inovasi varian produk tanpa bahan pengawet untuk meningkatkan loyalitas konsumen dan mendapatkan keuntungan yang menjanjikan) memiliki nilai bobot paling tinggi yang artinya strategi ini perlu diprioritaskan terlebih dahulu untuk mencapai tujuan perusahaan yaitu mengembangkan strategi usaha untuk bersaing dengan kompetitornya.
Jurnal Integrasi Metode Servqual dan Design for Six Sigma Untuk Peningkatan Layanan Jasa: (Studi Kasus Berkat Jaya Ekspedisi Surabaya) Fanni Pratama, Yoga; Suhartini
Journal of Research and Technology Vol. 10 No. 1 (2024): JRT Volume 10 No 1 Juni 2024
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v10i1.1225

Abstract

Perusahaan Berkat Jaya Ekspedisi Surabaya merupakan salah satu perusahaan jasa transportasi khususnya pada jasa pengiriman barang. Perusahaan masih memiliki beberapa aktivitas yang mengalami permasalahan seperti, kerusakan barang, kehilangan barang, human error, delay dan permasalahan lainnya. Penelitian ini memiliki tujuan yaitu, untuk menentukan gap yang terjadi pada kualitas layanan yang harus diperbaiki, menentukan nilai DPMO dan level sigma kualitas pelayanan, dan memberikan usulan perbaikan sistem pelayanan menggunakan metode integrasi Servqual dan Design for Six Sigma. Hasil dari penelitian yang dilakukan yaitu melakukan fokus perbaikan pada atribut T2 “Kualitas Armada” dengan nilai gap -1,23 dan nilai DPMO 432.000 serta level sigma 1,67; atribut K2 “Ketepatan Waktu Pengiriman” dengan nilai gap -1,00 dan nilai DPMO 400.000 serta level sigma 1,75; atribut T1 “Fasilitas Pengecekan dan Pengukuran” dengan nilai gap -0,91 dan nilai DPMO 338.000 serta level sigma 1,92; dan atribut T4 “Desain Tata Letak” dengan nilai gap -0,91 dan nilai DPMO 338.000 serta level sigma 1,92. Didapatkan beberapa akar permasalahan yang digunakan untuk menentukan strategi usulan perbaikan layanan yang diverifikasi dengan keinginan pelanggan.
Analisis Pengendalian Kualitas Produk Tiang Listrik dengan Metode Seven Tools dan FMEA (Failure Mode Effect Analysis) di PT XY Basjir, Mochammad; Kresna Agung Yudhistira; Unung Lesmanah; Nur Robbi; Suhartini
Journal of Research and Technology Vol. 10 No. 2 (2024): JRT Volume 10 No 2 Des 2024
Publisher : 2477 - 6165

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55732/jrt.v10i2.1473

Abstract

PT XY, a precast concrete manufacturer, especially for electric poles, faces product quality problems in the form of defects, which harm quality, management, and production costs. This study aims to identify the root causes of defects and provide improvement solutions using the Seven Tools and Failure Mode and Effect Analysis (FMEA) methods. FMEA is used to identify potential and risk of failure and to formulate priority improvement actions. The results of the study showed three main types of defects: porous fins (53.53%), skin sticking (39.56%), and mottled (6.92%). The causal factors include methods, materials, humans, and machines/tools. FMEA analysis produces the highest Risk Priority Number (RPN) for porous fins (192) caused by imprecise molds (machine/tool ​​factors). The recommended solution is to inspect and repair the moulds periodically. Skin sticking defects have an RPN of 210, caused by poor oil quality (material factors); replacing the oil with an oil-based type is the solution. Mottled defects with an RPN of 144 are caused by the low slump of the casting mixture; the solution is to guide the mixing of raw materials according to standards. This study provides specific recommendations to reduce defects in electric pole products at PT XY, focusing on mould improvement, replacement of oil types, and standardization of raw material mixing.
Pelatihan Dan Pendampingan Instalasi Jaringan Internet Untuk Peningkatan Pelayanan Pada Kantor Desa Harianto, Harianto; Aris Sudianto; Muhammad Wasil; Muhamad Sadali; Baiq Andriska Candra Permana; Mahpuz; Suhartini; Hamzan Ahmadi; Indra Gunawan; Imam Fathurrahman; Lalu Kertawijaya; Ida Wahidah; Jumawal; Muhammad Djamaluddin
Jurnal Teknologi Informasi untuk Masyarakat Vol. 2 No. 1 (2024): Jurnal Teknologi Informasi untuk Masyarakat (Teknokrat)
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jt.v2i1.26550

Abstract

Abstract: The Village Office is a government agency that is directly connected or interacts with the community. The community is the object that will be served by Village officials. It is not uncommon for people to feel dissatisfied with slow service. One of the community satisfaction with the performance of Village staff is the provision of fast and appropriate service. One way to increase village service staff to the community must be supported by adequate devices and equipment, especially for accessing and sharing data or information both locally and on the internet. To make this happen, you must have knowledge and skills in the field of networking. Therefore, socialization, training and assistance with internet network installation are needed. It is hoped that this will help the Village, especially staff, to increase their knowledge and skills in the field of networking, so that they can improve services to the community more quickly and precisely. Keywords: Internet Network, Village Office Staff, Community, Services.
Pelatihan Instalasi Jaringan Dan Hotspot Menggunakan Mikrotik Bagi Siswa SMKs NWDI Wanasaba Permana, Baiq Andriska Candra; Indra Gunawan; Muhammad Wasil; Harianto; Aris Sudianto; Mahpuz; Jumawal; Muhamad Sadali; Suhartini; Lalu Kertawijaya; Ida Wahidah; Muhammad Djamaluddin; Imam Fathurrahman; Hamzan Ahmadi
Jurnal Teknologi Informasi untuk Masyarakat Vol. 2 No. 2 (2024): Jurnal Teknologi Informasi untuk Masyarakat (Teknokrat)
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jt.v2i2.28324

Abstract

With the development of industrial technology, this requires students to continue to adapt to keep up with technological developments. The increasing use of internet technology is not only popular among students but also in various agencies in the world of work. At a basic level, understanding network installation and configuration is one of the competencies taught in the Informatics and networking department at Vocational High Schools (SMK). The existence of network technology causes many conveniences including students being able to share resources such as scanners, printers, hard disks and others by simply connecting to the network. There are so many benefits that will be obtained by students by mastering skills in the field of network technology. This is one of the reasons for conducting training to improve student competence in the field of network installation and configuration. The method applied in this training activity is Participatory Learning and Action (PLA) where this method is an approach used in community development that focuses on the active participation of the community in the learning and decision-making process. The results of this activity are expected to have a positive impact on the competence of students at SMKs NWDI Wanasaba in the field of computer network technology so as to increase student confidence in facing school competency exams.
Pelatihan Manajemen Usaha untuk Peningkatan Kapasitas Internal Pengusaha Perempuan Setiawati, Trias; Astuti, Budi; Suhartini; Mulyati, Sri; Nurfauziah
Rahmatan Lil 'Alamin Journal of Community Services Volume 4 Issue 1, 2024
Publisher : Department of Accounting, Faculty of Business and Economics, Universitas Islam Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20885/RLA.Vol4.iss1.art4

Abstract

Aisyiyah is a social, religious and community organization that was founded in 1917. One of its programs is the economic sector. The Aisyiyah Regional Leadership Economic and Employment Council (MEK PDA) of Bantul Regency has implemented the 'Aisyiyah Entrepreneurial School (SWA) program which aims to provide training to the people of Bantul regarding entrepreneurship so as to build a creative economic atmosphere. Since 2019, these SWA alumni have developed their businesses as a group in various businesses in the community in the Aisyiyah Entrepreneurs Association (IPAS), or currently called the Aisyiyah Merchants and Entrepreneurs Association (ISWARA). This Business Management Training Program aims to increase the internal capacity of ISWARA member female entrepreneurs. It was determined that 30 people (out of a total of 70 active members) were invited to take part in the training series. Business management training is designed as a complete package of material, including: financial management, business promotion in the digital era, teamwork, and strengthening business actuating. The training was carried out by a team of instructors from the UII Community Service Institute (lecturers from the Management Study Program, Faculty of Business and Economics, UII). The results of the training pretest and post-test showed significant progress; namely an average increase of 1.81 (close to a score of 2.0); in addition to motivation and enthusiasm to develop the business further through clever methods, such as neater finances, promotions using digital media, solid teamwork, and business resilience that is developed continuously.
Co-Authors 'Alimuddin A. Chalid Pasyah abdani, wahid nur Abdillah, Ahmad Habib Abdul Hamid Afrida Nurmalasari, Afrida Agha Izha Fahiza Ahmad Ahmad Syukron Akhmad Sukron Haekal Ramdani Alamsyah, Andy Dwiky Aldalia Alfan Hadi Ali Samsuri Andi Hartati Andi Indriani Ibrahim Ani Anik Nuridayanti Anis Samrotul Lathifah Anna Rakhmawati Ansar Areyanda Listianto Areyanda Listianto Ariansyah Arief Tri Hariyono Aris Sudianto ASNAWI astri yuliandini Azis, Reskiawati B.P, Delfiani Badrah Uyuni Bahtiar, Hariman Baiq Andriska Candra Permana Baiq Rahmatul Paraeni Basir, Hernawati Basjir, Mochammad Bayu Aditya Syahputra Bernadetta Octavia Beta Ahlam Gizela Bintoro, Rina Budi Astuti Budiyanti, Nita Chasanah, Niswatun Chotimah, Husnul Condro Puspo Nugroho Damayanti Darul Prayogo Daud Rasyid Desi Oktariya Dewi Retno Puspitosari Djajanti, Agust Dwi Djulis, Sukmanofith Dwi Kartika Apriyono Dwi, Agustina dzulasfi Edy Soesanto Endang Joewarini Endang Sri Kurniatun Eppang, Yudiarsi Erna Pujianti Ernawati Usman Ernis Eva, Eva Mailasari Fadhilah, Nadia Alya Nur Fahad Hisyam FAHRIYAH FAJRIYAH Fakhrudin Fanni Pratama, Yoga Fariz Fauzy, M. Fathurrahman, Imam Fausil Febrian, Agita Firda Romadhona Fery Setiawan Fitrah Athriah Frans Kalangi, Theo J. Galuh Indra Gifari Shiyami Agung Guslim, Fauziah Gusnawati Hadian Mandala Putra Hafifan Triadi Putra, Ahmad Hamzan Ahmadi Hani Sutianingsih Hanuun Oktavia Ramadhani Harahap, Rizki Noviyanti Hardina, Tri Harianto Harianto Harianto Hastutik, Puji Herlina, Besse Hery Toiba Hunayah, Dedeh Ida Bagus Narmada Ida Wahidah Ida Wahidah Illahiah, Maddah Imam Fathurrahman Indra Gunawan Iqbal Iwan Setiawan JAMILAH Julailah Juliana Astuti Jumawal Karimah, Yasmin Kencana, Lisa Khasanah, Lina Kresna Agung Yudhistira Kurniawati, Erin Kusmayanti, Evi Lalu Kertawijaya Latifah Nimas Sayekti Lisa Prahayuningsih Liza Azrianti Ma'ani Mahanani, Rista Wahyu Mahpuz Majid, zamakhsyari Abdul Malisan, Johny Manalu, Novita Manis Suharjo Maryani Maryani Masitoh, Ika Masni Maulid, Muhammad Reza Ma’arif, Samsul Muhammad Djamaluddin Muhammad Wasil Muliawan Nur, Amri Muliyana Musahidin, Fayakun Muslim, Khairul Muzarrofah, Liana Rozita Najwa, Husna Arifatun Nini Andriani Nistra, Nistrayani Nopita Yanti Sitorus Novi Rizki Nurlaili Novitha Nugraeny, Lolita Nuhfil Hanani Nur Aini H Nur Aini Hutagalung Nur Jaya Baiduri Ruslan Nur Kholik Afandi Nur Robbi Nur'Aeni, Nunung Nurfauziah Nurhalifah Nurhidayah Nurhidayat Nurholis Majid Public Nurkomariyah Paidi Paulina Siregar Pertiwi, Melania Citra Prakosa, Basma Rosandi Pratiwi, Ellyza Yohana Putri Rabiatul Adawiyah Rachmat Setiawan Rahma Oktaviani Rangkuti, Juni Andriani Reisya Kurnia Reskiawati Azis Riantina Fitra Aldya Rinansi, Oktaviana Riza Prasetio Rizky Ulyani Robinson Rosdiana Rosihan Asmara Rosmini Rr. Retno S. Wulandari Rudy S. Rukmananda, Yoga Paratama Rumdanah S. Wulandari, Rr. Retno Sadali, Muhamad Sadjiono, Imam salsabila haffaf Samelia, Regita Samsul Hakim Santi Apriana Saraswati Sayyidatunnisa Seri Wahyuni Setia Budi Setiawati, Trias Setyaning, Alldila Nadhira Ayu Shopiatun Rudiah Sintowati Rini Utami Siregar, Paulina Siti Qomariyah Sri Mulyati Sri Sulistyowati Strahmawati Hamzah Sudirman Sugianto Suhartini Sujarwo Sukirawati Sukmanofith Sulaya, Amanto Sumadi Syafrial Syamsiar Syamsul Ph.D M.A. Hadi Taher, Rusli Taufik Akbar Thahir, Zakiah Thalib, Abdul Tien Aminatun Titik Juwariyah Totok Subiyanto Tri Wahyu Nugroho Trimayono, Achmad Aji Ulfain Ulfiyatul Kholifah Unung Lesmanah Utami, Ayu Putri Wahyu Rizki Wahyuliana, Eka Wardan, Khusnul Widiyati, Windy Wike Apriliansyah Windasari, Sahana Sri Wiraagni, Idha Arfianti Yayah, Enok Yudiarsi Eppang Yuliandini, Astri YULIANI Yulianti, Neni Yunus Hidayatullah Yusof, Ainuddin Yushar Zahreni Hamzah Zainul Amri