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IMPLEMENTASI DATA MINING DALAM MENENTUKAN TATA LETAK PRODUK MENGGUNAKAN ALGORITMA FP-GROWTH Prathama, Gede Humaswara; Devi Anggreni, Ni Komang Ayu; Oktavia Gama, Adie Wahyudi; Darma Paramartha, I Gusti Ngurah
Jurnal Teknologi Informasi: Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika Vol. 19 No. 2 (2025): Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Inform
Publisher : Universitas Palangka Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47111/jti.v19i2.22855

Abstract

This study analyzes purchasing patterns in minimarkets using the FP-Growth algorithm to optimize product layouts. One year of sales transaction data (103,181 transactions) from UNDIKNAS Mart were analyzed through data cleaning, transformation, and aggregation. The FP-Growth algorithm was applied with minimum support 5%, confidence 80%, and lift >1 thresholds. Results identified strong product associations, particularly between "Aqua 600 ml (Tanggung)" and various snacks, with confidence values of 81-93% and lift >5. Implementing these findings in product arrangement increased sales by 15-20% despite store accessibility limitations. Cross-validation using a decision tree model showed 81.67% accuracy. The findings demonstrate FP-Growth's effectiveness in small-scale transaction data analysis. The research provides practical contributions for retailers to boost sales through data-driven product layout optimization. A limitation is the single-location data scope, suggesting the need for broader subsequent studies. This study offers a data-based approach adoptable by small and medium retail businesses to enhance operational efficiency and profits. The research confirms that data mining techniques can significantly impact retail performance even in constrained environments, providing empirical evidence of FP-Growth's practical utility in real-world minimarket settings. The methodology and findings contribute to the growing literature on data mining applications in small-scale retail operations, offering replicable frameworks for similar business contexts.
Sistem Monitoring Penyiraman Otomatis Tanaman Bunga Gemitir Menggunakan Aplikasi Mobile dan Web Thingspeak Sutama, I Wayan; Gama, Adie Wahyudi Oktavia; Negara, I Gede Artha; Wisesa, I Dewa Putu Arjun Suhartana
Jurnal Ilmiah Telsinas Vol 4 No 2 (2021)
Publisher : Universitas Pendidikan Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1202.626 KB) | DOI: 10.38043/telsinas.v4i2.3197

Abstract

The role of technology is very important in an automatic watering monitoring system that works based on the YL69 sensor and DHT11 sensor. This study aims to determine the working principle of sensors in a plant watering monitoring system with mobile applications (Blynk) and thingspeak web. Thingspeak web design aims to process data recording. To process and dispatch YL69 sensor data and DHT11 sensor, the Arduino UNO microcontroller is used as well as a relay as a switch to drain and disconnect the electric current to the water pump. The design results show that this automatic plant watering monitoring system can work well, where the soil moisture is below <50%, the water pump will live "ON" and if the soil moisture is above> 60% the water pump will die "OFF". From the results of the design and testing of the monitoring system carried out it is able to monitor data from the YL69 sensor, DHT11 sensor and pump conditions in real-time with the mobile application (Blynk). While the thingspeak web can monitor and record YL69 sensor data, DHT11 sensors and pump conditions every 20 seconds..
Pembuatan Logo Sebagai Strategi Pemasaran Olahan Kripik Ceker Ayam Desa Sampalan Tengah Suputra, Komang Yudi; Gusi Putu Lestara Permana; I Gusti Ngurah Darma Paramartha; Adie Wahyudi Oktavia Gama; Putu Purnama Dewi; Sudiksa, I Made
Jurnal Pengabdian kepada Masyarakat Nusantara Vol. 5 No. 4 (2024): Jurnal Pengabdian kepada Masyarakat Nusantara (JPkMN) Edisi September - Desembe
Publisher : Lembaga Dongan Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55338/jpkmn.v5i4.4057

Abstract

Marketing is a vital aspect of company that involves all activities aimed at promoting products or services, generating value for customers, and building lasting relationships. A logo is a distinctive emblem or visual representation created to promptly convey the unique identity of a firm and facilitate easy recall. The efficacy of a logo in attracting attention and establishing a powerful impact on consumers can be a determining element in distinguishing a product or service from rivals. One of the main challenges encountered by the producers of chicken foot chips in Sampalan Tengah village is the struggle to effectively promote their products, specifically in creating a distinct brand identity. The endeavor to design a logo and revamp the packaging, carried out in Sampalan Tengah village, is a tactical measure to reinforce product recognition, boost competitiveness, and offer the community's unique products to a wider market.
Sosialisasi Pencegahan Stunting di Desa Sampalan Tengah Putu Riska Indah Mentari; Gusi Putu Lestara Permana; Ngakan Nyoman Kutha Krisnawijaya; I Gusti Ngurah Darma Paramartha; Adie Wahyudi Oktavia Gama
Jurnal Pengabdian kepada Masyarakat Nusantara Vol. 5 No. 4 (2024): Jurnal Pengabdian kepada Masyarakat Nusantara (JPkMN) Edisi September - Desembe
Publisher : Lembaga Dongan Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55338/jpkmn.v5i4.4324

Abstract

Stunting is a condition in which toddlers exhibit insufficient height or length in relation to their age. Stunted toddlers are likely to face difficulties in achieving optimal physical and cognitive development in the future. The causes of stunting can be attributed to various factors, including socioeconomic conditions, maternal nutrition during pregnancy, infant illnesses, and inadequate nutritional intake during infancy. The community service activities conducted in Sampalan Tengah Village, Klungkung Regency, involve a stunting prevention socialization program carried out during toddler health posts (posyandu). The objectives of this community service initiative are to reduce the incidence of stunting in Sampalan Tengah Village, as well as to enhance community knowledge, awareness, and concern regarding stunting, while also promoting community creativity in stunting prevention through the processing of nutritious food based on local food resources.
Early Diagnosis of Eye Disease Using an Expert System-Based Chatbot Gama, Adie Wahyudi Oktavia; Dharma, I Kadek Dwi Yudiarsana; Wardhiana, I Nyoman Gde Artadana Mahaputra; Widnyani, Ni Made
Indonesian Journal of Global Health Research Vol 6 No S6 (2024): Indonesian Journal of Global Health Research
Publisher : GLOBAL HEALTH SCIENCE GROUP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37287/ijghr.v6iS6.5390

Abstract

Chatbots have emerged as popular tools across various domains, including expert systems for disease diagnosis. This research aims to develop a chatbot leveraging the Naive Bayes method within an expert system for diagnosing eye diseases. The Naive Bayes method was chosen for its efficiency in handling data classification and its ability to provide the necessary class probabilities in diagnosis. The resulting chatbot is designed to simplify the diagnosis process for users by providing a user-friendly and easily understandable interface. Evaluation of the system demonstrated an 87% accuracy rate in initial diagnoses when compared against specialist evaluations. Additionally, the User Acceptance Test revealed a high acceptance rate, with an average score of 84.75%, indicating strong user satisfaction with the system’s performance and ease of use. These findings suggest that deploying a chatbot with the Naive Bayes method in an expert system for diagnosing eye diseases has the potential to serve as a valuable platform in supporting medical practitioners in diagnosing eye diseases more efficiently and accurately.
Ms EDUKASI KELOMPOK WANITA TANI MENGENAI SISTEM PENJUALAN DAN PENDISTRIBUSIAN HASIL PRODUKSI GREENHOUSE HIDROPONIK DESA PENEBEL Putri, Dewa Ayu Putu Adhiya Garini; Anggria Wardani, Kadek Devi Kalfika; Oktavia Gama, Adie Wahyudi; Lestara Permana, Gusi Putu
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 5 No. 4 (2021): DESEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (590.264 KB) | DOI: 10.32832/abdidos.v5i4.1023

Abstract

Saat ini Desa Penebel merupakan salah satu desa yang fokus dalam pembangunan desa yang berbasis ekologi. Desa penebel berperan aktif untuk mendukung ketahanan pangan rumah tangga, salah satunya dengan membentuk Kelompok Wanita Tani (KWT). KWT Desa Penebel dibentuk sebagai salah satu organisasi yang berletak di Desa Penebel yang tujuannya adalah untuk mengelola hasil pertanian. Metode yang digunakan dalam kegiatan pengabdian masyarakat adalah kegiatan sosialisasi dan pendampingan untuk pembentukan jariangan distribusi hasil pertanian dan pendampingan yang mendukung usaha pemasaran. Berdasarkan hasil eksplorasi kegiatan eksisting, hasil distribusi hasil pertanian yang paling memungkinan adalah saluran distribusi yang berasal dari produsen hingga pengecer. Kegiatan pendistribusian produk tanaman hidroponik juga dibangun melalui media sosial seperti Instagram dan pembuatan logo dan packaging produk dari hasil greenhouse.
EDUCATION OF INORGANIC WASTE PROCESSING INTO HANDICRAFTS WITH CREATIVITY VALUE AT JEGU 1 AND 2 STATE ELEMENTARY SCHOOLS Ivan Surya Pramana Putra, Kadek Bagus; T Krisna Narayana, Made Gede Bagus; Ginanita Utami, Cokorda Istri Ustana; Nurullita Wardani, Venti; Devi, Ni Kadek Sintya; Oktavia Gama, Adie Wahyudi; Lestara Permana, Gusi Putu
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 6 No. 3 (2022): SEPTEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (693.788 KB) | DOI: 10.32832/abdidos.v6i3.1185

Abstract

This community service activity provides education to students of Jegu 1 and 2 State Elementary Schools about education on processing inorganic waste into handicrafts with creative value. The author found that there is still a lot of unused inorganic waste in Jegu village and can be used as a craft that can be useful for everyday life. Because there is still a lot of inorganic waste in the village of Jegu, we from the community service group conducted education about 3R (Reduce, Reuse, Recycle) and the practice of making handicrafts from inorganic waste (plastic bottles) such as piggy banks and pencil boxes which were held at Jegu 1 and 2 State Elementary Schools . The purpose of this education is to help utilize inorganic waste in a craft. The method used in this work program is the direct observation and education phase. Through this work program, the author wants the community, especially the students of Jegu 1 and 2 State Elementary Schools to be aware of the dangers of inorganic waste and inorganic waste that can be used as handicrafts with creative value.
EMPOWERMENT AND UTILIZATION OF PLASTIC WASTE INTO HYDROPONIC MEDIA IN JEGU VILLAGE, PENEBEL DISTRICT, TABANAN REGENCY, BALI Oktama Setyawan, I Kadek; Praditya Maha Wiguna, I Made; Dewi Puspita Ningrat, Qorry; Hari Putri, Tasya Prajna Pratisthita; Wahyudi Oktavia Gama, Adie; Lestara Permana, Gusi Putu
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 6 No. 4 (2022): DESEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v6i4.1188

Abstract

The COVID-19 pandemic has greatly affected people's living conditions, namely in the food sector. Therefore, to overcome these problems by applying the use of plastic bottle waste in hydroponic media. In this activity, it is expected to be able to meet food needs while at the same time overcoming the problem of plastic waste in the Jegu Village community. The method in applying the use of plastic bottle waste into hydroponic media is by socializing and applying it directly at the Jegu Village Office and carried out by evaluation with discussion. The purpose of this community service is to provide knowledge about hydroponic media and the use of existing plastic bottle waste to the people of Jegu Village. In our opinion, Jegu Village is suitable for using a farming system with hydroponic media because it has a small area of land. This community service activity hopes to increase the knowledge of the Jegu Village community in utilizing plastic bottle waste in hydroponic media.
Sosialisasi Pemilahan Sampah “Bersih Itu Keren” Di SD 2 Jegu, Tabanan, Bali Nur Aprilya, Fira; Dwi Sanjani Mertaningsih, Ni Kadek; Lin, Fanny; Wardhiana, Nyoman Dana; Oktavia Gama, Adie Wahyudi; Lestara Permana, Gusi Putu
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 6 No. 3 (2022): SEPTEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (489.937 KB) | DOI: 10.32832/abdidos.v6i3.1189

Abstract

Garbage has become a problem that is often found in today's environment. Especially in Jegu Village, Penebel District, Tabanan Regency, Bali Province, there is a waste problem that is quite worrying if it is not immediately handled with the right solution. In addition to having a negative impact on the environment and health, waste will also have a negative impact on the economy in Jegu Village. Starting from small things, namely providing an understanding to elementary school children about the importance of the role of children in maintaining cleanliness. The author approaches and educates by conducting socialization at Jegu 2 Elementary School with the theme "Clean is Cool" which will provide learning about how easy it is to sort waste and keep the surrounding environment clean. Conducting counseling in 3 classes at Elementary School 2 Jegu and there are 40 elementary students who are correspondents in this report. before the socialization was held, there were 35 students who knew the correct waste sorting concept and there were 5 students who did not understand the concept. With this socialization, it is hoped that in the future the children will bring positive changes to cleanliness in Jegu Village.
INCREASING E-BANKING AWARENESS TO BRI KCP DIPONEGORO CUSTOMERS THROUGH BRIMO USE OF SOCIALIZATION Arya Putra Sanjaya, I Ketut Gede; Oktavia Gama, Adie Wahyudi
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 7 No. 1 (2023): MARET
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v7i1.1417

Abstract

The development of information technology is very influential in the business world, and it is very fast as it is felt today, making the business world develop rapidly because the two are interconnected and need each other. One of the companies that develops information technology is Banking. Banking develops information technology by creating an application called Electronic Banking or E-Banking. To increase BRImo users to make it easier for customers to open accounts and make transactions, BRI provides socialization to its customers to use BRImo. The benefits of this service activity for students are that they can apply the theory obtained in higher education with real practice in the world of work and society, for universities, namely to expand the introduction of majors, and for companies, namely providing input and considerations to further improve the quality and quantity of the company. The purpose of this service is to find out the factors that influence the use of BRImo in BRI KCP Diponegoro customers. The method used in this service activity is to always provide education and socialization about the benefits obtained if you use the BRImo application.
Co-Authors Adhiya Garini Putri, Dewa Ayu Agus Ariana, I Komang Ajeng Ayu Fitri Ariatmaja Ariesta, Ni Luh Wina Sinta Ariwangsa, I Gusti Ngurah Oka Arta, Kadek Ananda Dwi Pebri Arya Putra Sanjaya, I Ketut Gede Bunga, Melania Pritama Danang Utomo Dananjaya, Md. Wira Putra Darma, I Gede Wahyu Surya Darmaastawan, Kadek Davi, Nadine Kalina Dennatan, Monalisa Devi Anggreni, Ni Komang Ayu Devi, Ni Kadek Sintya Dewa Ayu Putu Adhiya Garini Putri Dewa Gede Hendra Divayana, Dewa Gede Hendra Dewi Puspita Ningrat, Qorry Dharma, I Kadek Dwi Yudiarsana Diantari, Putu Yuliska Dwi Sanjani Mertaningsih, Ni Kadek Gede Hendra Divayana, Dewa Gede Humaswara Prathama Ginanita Utami, Cokorda Istri Ustana Grren, Agustini Degni Melsy Gunanti, A A Istri Indah Paristya Gunawan, Putu Vina Junia Antarista Gusi Putu Lestara Permana Gusti Ngurah Darma Paramartha, I Hari Putri, Tasya Prajna Pratisthita Hayu Mas Wrespatiningsih I Dewa Putu Arjun Suhartana Wisesa I Gede Artha Negara I Gusti Ayu Cintya Wardani I Gusti Ayu Intan Candra Dewi I Gusti Ngurah Darma Paramartha I Gusti Ngurah Putu Dharmayasa I Gusti Putu Riyan Nugraha I ketut Gede Darma Putra I Made Ardana I Made Riski Aditya Darma I MADE SUDIKSA, I MADE I Made Wirya Darma I Nyoman Gde Artadana Mahaputra Wardhiana I Nyoman Hary Kurniawan I Putu Agung Bayupati I Putu Wisna Ariawan I Wayan Abimayu Angga Nugraha I Wayan Aditya Suranata I Wayan Dikse Pancane I Wayan Sukadana I Wayan Sukadana I Wayan Sutama I Wayan Sutama Irma Suryanti Ivan Surya Pramana Putra, Kadek Bagus John Junieargo Timotius John Timotius Junieargo Kadek Devi Kalfika Anggaria Wardani Kadek Devi Kalfika Anggria Wardani Kadek Prasilia Candra Dewi Komang Bagus Novan Bayu Pramana Putra Kurniawan, I Nyoman Hary Lin, Fanny Made Jana Narendra Made Widnyani, Ni Maharani, Faradita Putri Aura Maulidan, Bagus Maw, Me Me Negara, I Gede Artha Ngakan Nyoman Kutha Krisnawijaya Ngurah Komang Wiradnyana Ni Kadek Nadya Kartika Paramita Ni Made Widnyani Ni Nyoman Triana Margareta Ni Putu Jenifer Febriari Ni Putu Widayanti Ni Wayan Rena Mariani Nilton Da Conceicao Marques Nimadeni Yuniartika Nur Aprilya, Fira Nurullita Wardani, Venti Oktama Setyawan, I Kadek P. WAYAN ARTA SUYASA Permana, Putu Indra Pertama, Gusti Putu Lestara Praditya Maha Wiguna, I Made Putra, Komang Satria Wibawa Putri Prema Paramitha Putu Emy Samiadnyani Putu Purnama Dewi Putu Riska Indah Mentari putu suparna, putu Sastra Dewanti, Wayan Ari Sudestra, I Made Ardi Sugiana, I Putu Sugiharni, Gusti Ayu Dessy Suputra, Komang Yudi T Krisna Narayana, Made Gede Bagus Wardhiana, I Nyoman Gde Artadana Mahaputra Wardhiana, Nyoman Dana Wayan Sugandini Widayanti, Ni Putu Widayanti Widnyani, Ni Made Wisesa, I Dewa Putu Arjun Suhartana