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Dhina Puspasari Wijaya, Dhina Puspasari
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Sistem Prediksi Ketersediaan Stok Obat Menggunakan Metode Triple Exponential Smoothing (Studi Kasus: Apotek K-24 Wirosaban) Setiawan P, Andi; Pramuntadi, Andri; Wijaya, Dhina Puspasari; Prastowo, Wahit Desta
Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) Vol 7, No 5 (2024): Oktober 2024
Publisher : Program Studi Teknik Komputer, Fakultas Teknik. Universitas Serambi Mekkah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32672/jnkti.v7i5.7943

Abstract

Abstrak - Fenomena di Apotek K-24 Wirosaban menunjukkan adanya fluktuasi signifikan dalam penggunaan obat yang berdampak pada ketersediaan stok. Masalah utama yang dihadapi adalah sering terjadinya kekosongan dan kelebihan stok akibat ketidakakuratan dalam peramalan kebutuhan obat. Sistem pencatatan persediaan yang ada belum mampu memprediksi kebutuhan dengan tepat, sehingga diperlukan metode yang lebih akurat untuk memperkirakan penggunaan obat. Penelitian ini bertujuan merancang sistem prediksi ketersediaan stok obat menggunakan metode Triple Exponential Smoothing, yang dipilih karena kemampuannya menangani pola musiman dalam penggunaan obat. Sistem prediksi berbasis web yang diusulkan akan terintegrasi dengan sistem pengelolaan apotek yang sudah ada. Data penggunaan obat dikumpulkan dan dianalisis untuk menghasilkan prediksi yang lebih akurat. Hasil penelitian menunjukkan bahwa sistem prediksi ini membantu Apotek K-24 Wirosaban dalam merencanakan kebutuhan stok obat dengan lebih efektif, mengurangi risiko kekosongan dan kelebihan stok. Dari hasil perhitungan MAD, MSE, dan MAPE untuk masing-masing nilai α (alpha), dipilih α sebesar 0,3 yang menunjukkan nilai error terkecil, dengan MAD sebesar -12,6467, MSE sebesar 2253,453, dan MAPE sebesar -914,935%. Prediksi stok sebesar 151 dengan error minimal membuktikan bahwa metode ini akurat. Dengan implementasi sistem prediksi ini, apotek dapat meningkatkan efisiensi manajemen persediaan, meningkatkan kualitas layanan, dan mengoptimalkan operasional secara keseluruhan..Kata Kunci: Prediksi Stok Obat, Triple Exponential Smoothing, Apotek, Sistem Berbasis Web, Manajemen Persediaan Abstract - The phenomenon at K-24 Wirosaban Pharmacy shows significant fluctuations in drug usage, impacting stock availability. The main issue faced is frequent stockouts and overstocking due to inaccurate forecasting of drug needs. The existing inventory recording system is unable to predict requirements accurately, necessitating a more precise method for forecasting drug usage. This study aims to design a drug stock prediction system using the Triple Exponential Smoothing method, chosen for its ability to handle seasonal patterns in drug usage. The proposed web-based prediction system will be integrated with the existing pharmacy management system. Drug usage data will be collected and analyzed to produce more accurate predictions.The results of the study show that this prediction system helps K-24 Wirosaban Pharmacy plan drug stock needs more effectively, reducing the risk of stockouts and overstocking. Based on MAD, MSE, and MAPE calculations for each value of α (alpha), α of 0.1 was selected as it showed the smallest error, with a MAD of -12,6467, MSE of 2253,453, and MAPE of -914,935%. A stock prediction of 151 with minimal error proves the accuracy of this method. With the implementation of this prediction system, the pharmacy can improve inventory management efficiency, enhance service quality, and optimize overall operations.Keywords: Drug Stock Prediction, Triple Exponential Smoothing, Pharmacy, Web-Based System, Inventory Management
Sistem Pendukung Keputusan Pemilihan Tribe Menggunakan Metode Smart (Simple Multi Attribute Rating Technique) (Studi Kasus PT Chakra Giri Energ Indonesia) Permana, Candra; Pramuntadi, Andri; Wijaya, Dhina Puspasari; Prastowo, Wahit Desta
Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) Vol 7, No 4 (2024): Agustus 2024
Publisher : Program Studi Teknik Komputer, Fakultas Teknik. Universitas Serambi Mekkah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32672/jnkti.v7i4.7816

Abstract

Abstrak - Dalam skripsi berjudul “Sistem Pendukung Keputusan Pemilihan Tribe Menggunakan Metode SMART (Simple Multi Attribute Rating Technique) Pada PT Chakra Giri Energi Indonesia,” penelitian ini bertujuan untuk mengimlementasikan metode SMART (Simple Multi Attribute Rating Technique) sebagai solusi dalam pemilihan Tribe Kampus Merdeka dengan berfokus pada kriteria yang sudah ditetapkan oleh PT Chakra Giri Energi Indonesia. Metode penelitian menggunakan Sistem Pendukung Keputusan (SPK) berdasarkan metode SMART, dan sebagai hasilnya, telah berhasil mengembangkan sabuah aplikasi berbasis web yang bertujuan membantu manajer PIC dalam pengambilan keputusan secara objektif dalam pemilihan Tribe Kampus Merdeka. Kriteria yang digunakan dalam penelitian ini mencakup aspek pengalaman, Komunikasi, Motivasi dan Indeks Prestasi Kumulatif dan uji coba menunjukan bahwa sistem ini berhasil dalam menyelesaikan permasalahan pemilihan Tribe Kampus Merdeka sesuai kriteria dan bobot yang telah ditentukan oleh PT Chakra Giri Energi Indonesia. Selain itu, sistem ini juga memfasilitasi pengguna dengan fitur cek record atau riwayat guna membandingkan standarisasi untuk menjadi Tribe pada tahun yang akan datang sehingga manajer PIC bisa lebih mudah serta bisa mengunduh hasil seleksi dalam format PDF.Kata kunci: Metode SMART, Sistem Pendukung Keputusan, Tribe, MSIB Magang Kampus Merdeka. Abstract - In the thesis entitled "Decision Support System for Tribe Selection Using the SMART (Simple Multi Attribute Rating Technique) Method at PT Chakra Giri Energi Indonesia," this research aims to implement the SMART (Simple Multi Attribute Rating Technique) method as a solution in selecting the Merdeka Campus Tribe by focusing on the criteria set by PT Chakra Giri Energi Indonesia. The research method uses a Decision Support System (SPK) based on the SMART method, and as a result, it has succeeded in developing a web-based application that aims to assist PIC managers in making objective decisions in the selection of Tribe Kampus Merdeka. The criteria used in this study include aspects of experience, Communication, Motivation and Grade Point Average and trials show that this system is successful in solving the problem of selecting Tribe Kampus Merdeka according to the criteria and weights determined by PT Chakra Giri Energi Indonesia. In addition, this system also facilitates users with a record or history check feature to compare the standardization to become a Tribe in the coming year so that the PIC manager can be easier and can download the selection results in PDF format.Keywords: SMART Method, Decision Support System, Tribe, MSIB Internship at Merdeka Campus.
Implementasi Algoritma Eclat dalam Menilai Kemampuan Membaca Al-Qur’an pada Tingkat Mahasiswa Universitas Alma Ata Nurona, Atmim; Wijaya, Dhina Puspasari; Prastowo, Wahit Desta; Izzah, Lathifatul
Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) Vol 7, No 4 (2024): Agustus 2024
Publisher : Program Studi Teknik Komputer, Fakultas Teknik. Universitas Serambi Mekkah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32672/jnkti.v7i4.7844

Abstract

Abstrak - Pengimplementasian algoritma dalam sebuah website merupakan salah satu langkah yang krusial untuk mengoptimalkan fungsionalitas serta efisiensi pada suatu sistem.Dalam penelitian ini bertujuan untuk mengembangkan sistem penilaian dan pencarian pola,yakni untuk mempermudah penilaian dan membentuk pola kemampuan membaca Alquran pada Tingkat mahasiswa Universitas Alma Ata Yogyakarta. Sistem ini digunakan oleh admin LPBA dengan menginputkan nilai secara otomatis tanpa harus menginputkan secara manual. Menggunakan Algoritma Eclat berdasarkan frequent itemset yang terbentuk dan ditambahkan dengan nilai support dan nilai confidence yang bertujuan untuk mengukur hubungan antar dua atribut atau lebih, sehingga akan menentukan pola-pola, serta korelasi antar item set. Dengan menggunakan TID List di setiap item kemudian disusun secara vertikal maka akan menghasilkan kombinasi item yang terbentuk dan dilanjutkan ke perhitungan selanjutnya sampai mendapatkan rule hasilnya. Hasil penelitian ini menghasilkan sebuah website dengan mengimplementasikan Algoritma Eclat untuk menghitung dan mencari pola yang terbentuk dari nilai-nilai yang diinputkan, akan menghasilkan suatu pola yang bisa digunakan untuk memetakan bagaimana kemampuan membaca Al-Qur’an pada mahasiswa Universitas Alma Ata, sehingga ketika sudah mendapatkan polanya maka akan mempermudah pemfokusan dari suatu kriteria yang telah ditentukan berdasarkan hasil nilai yang didapatkan.Kata kunci: Algoritma,Eclat,Penilaian,Pola,Website Abstract  - Implementation of algorithm in a website is a crucial step to optimize functionality and efficiency in a system.This research aims to develop a grading and pattern search system to facilitate the assessment and form patterns of Quran reading skills at the university level at Alma Ata University, Yogyakarta. This system is used by the LPBA admin to input grades automatically without manual input. The Eclat Algorithm is used based on the frequent itemsets formed, and it is supplemented with support and confidence values to measure the relationship between two or more attributes, which will determine patterns and correlations between itemsets. By using the TID List for each item, which is then arranged vertically, it will produce item combinations that are formed and then proceed to the next calculation until the resulting rule is obtained. The result of this research is a website that implements the Eclat Algorithm to calculate and search for patterns formed from the input values, which will result in patterns that can be used to map the Quran reading abilities of Alma Ata University students. Once the pattern is obtained, it will facilitate focusing on specific criteria based on the obtained grades. Keywords: Algorithm,Eclat,Assessment,Patterns,Website
Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Paralel Menggunakan Metode Preference Selection Index (Studi Kasus: MTs Nur Iman Mlangi) Andari, Rachma Yuni; Danianti, Dita; Wijaya, Dhina Puspasari; Pramuntadi, Andri
Jurnal Nasional Komputasi dan Teknologi Informasi (JNKTI) Vol 7, No 4 (2024): Agustus 2024
Publisher : Program Studi Teknik Komputer, Fakultas Teknik. Universitas Serambi Mekkah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32672/jnkti.v7i4.7777

Abstract

Abstrak - MTs Nur Iman Mlangi menyelenggarakan pemilihan siswa berprestasi paralel, yaitu siswa yang berhasil mencapai prestasi, baik nilai rapor, kedisiplinan, maupun akhlak sesuai dengan kriteria yang ditentukan. Dalam membantu pemilihan dalam penetapan siswa berprestasi paralel maka dibutuhkan Sistem Pendukung Keputusan (SPK) yang membantu memudahkan sekolah dalam memilih calon siswa berprestasi secara efisien waktu. Metode yang digunakan adalah Metode Preference Selection Index (PSI). Metode PSI mampu menyelesaikan masalah dengan multikriteria dengan tahapan penentuan bobot berada di tengah proses analisa data. Sehingga PSI dapat memastikan bobot yang digunakan dalam perhitungan akhir adalah representasi akurat dari masing-masing kontribusi terhadap hasil keseluruhan. Tujuan penelitian ini adalah mengembangkan sistem pendukung keputusan pemilihan siswa berprestasi paralel menggunakan metode PSI pada MTs Nur Iman Mlangi sehingga model pengembangan sistem yang cocok dengan rumusan masalah adalah model Waterfall. Model Waterfall terdiri atas tahapan analisis, perancangan, implementasi dan pengujian. Keluaran sistem disajikan dalam bentuk hasil angka perhitungan PSI yang dapat dipertimbangkan lebih lanjut oleh pihak pengambil keputusan. SPK dibangun berbasis website yang dirancang menggunakan software Visual Studio Code (text editor), Database Managament System (DBMS) MySQL Xampp 7 dan bahasa pemrograman PHP. Berdasarkan hasil penelitian yang dilakukan, dalam didapatkan 3 nilai tertinggi siswa yang akan diberikan reward pada akhir tahun pelajaran.Kata kunci: Preference Selection Index, Sistem Pendukung Keputusan, Siswa Berprestasi Paralel Abstract - MTs Nur Iman Mlangi organizes the selection of parallel outstanding students, who achieve excellence in academic grades, discipline, and moral conduct according to predetermined criteria. To aid in the selection process of these outstanding students, a Decision Support System (DSS) is required to facilitate efficient and time-effective decision-making. The method employed in this research is the Preference Selection Index (PSI). The PSI method addresses multicriteria decision-making problems, with the weight determination step integrated into the data analysis process. Thus, PSI ensures that the weights used in the final calculations accurately represent the contributions of each criterion to the overall result. The objective of this research is to develop a decision support system for selecting parallel outstanding students using the PSI method at MTs Nur Iman Mlangi. The suitable system development model for this problem formulation is the Waterfall model, which comprises the stages of analysis, design, implementation, and testing. The system output is presented as PSI calculation results, which decision-makers can further consider. The DSS is web-based, designed using Visual Studio Code (text editor), MySQL Xampp 7 as the Database Management System (DBMS), and PHP as the programming language.Keywords: Preference Selection Index, Decision Support System, Parallel Outstanding Students
Penerapan Metode Simple Additive Weighting (SAW) untuk Pemilihan Calon Penerima Beasiswa pada SMPN 3 Kasihan Nurul Aulia Safitri; Deden Hardan Gutama; Dhina Puspasari Wijaya; Dita Danianti
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 3 (2024): July
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i3.31444

Abstract

Education is an important aspect of human life, because education is one of the supports for realizing a change in order to achieve progress in various sectors of life, such as in the economic, social, cultural and political sectors Currently the government has a free education program and has established a 12-year compulsory education program. To support the program, many government and private institutions provide educational assistance through scholarship programs. SMPN 3 KASIHAN gets a quota for its students to participate in scholarship programs from the government, one of which is the Smart Indonesia Program (PIP) scholarship. The selection process at SMPN 3 KASIHAN has not implemented a method and is still done manually. This research aims to build a web-based scholarship decision support system using the Simple Additive Weighting (SAW) method and apply the method according to the criteria set by SMPN 3 KASIHAN. System modeling uses the Unified Modeling Language (UML) and for design is used Use Case Diagram modeling tools, Activity Diagrams, and the programming language used is PHP. Based on the results of the discussion during the research, it is concluded that the system under study fulfills the initial objectives of the research, namely helping SMPN 3 KASIHAN in determining the appropriate scholarship recipient, so as to reduce errors in determining scholarship recipients.  
Perancangan Sistem Pemantauan Kelembaban Tanah, Kelembaban Udara, dan Suhu Udara pada Lahan Pembibitan Kakao Menggunakan Mikrokontroller Berbasis Internet of Things (Strudi Kasus: Pembibitan Efendi Farm) Fariz Abdillah Haq; Andri Pramuntadi; Dhina Puspasari Wijaya; Dita Danianti
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 3 (2024): July
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i3.32153

Abstract

This study aims to design a monitoring system for soil moisture, air humidity, and air temperature in a cocoa seedling farm using a microcontroller-based Internet of Things (IoT). The system was implemented at Efendi Farm, which houses 20,000 cocoa seedlings. Monitoring is conducted using soil moisture sensors and DHT22 sensors for temperature and humidity, with data displayed on an LCD and sent to an Android application via Firebase. The system also includes notifications via buzzer and Telegram, as well as data logging using Google Spreadsheet. The results indicate that the system effectively monitors environmental conditions in real-time and efficiently.
Sistem prediksi pengadaan stok bahan baku kayu menggunakan Metode Double Exponential Smoothing (Studi Kasus: CV. Jati Sari) Wasilaturrohmah Wasilaturrohmah; Andri Pramuntadi; Dhina Puspasari Wijaya; Dita Danianti
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 4 (2024): October
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i4.32518

Abstract

In managing the supply of wood raw materials at CV. Jati Sari is still carried out based on the personal experience of business entity owners. Because it is based on personal experience without carrying out in-depth analysis or forecasting, it will create a risk of excess or shortage of stock, making stock management inefficient. The software development method used is the Waterfall method. Double Exponential Smoothing is implemented in this research as a forecasting prediction calculation method. This research produces a prediction system that can produce output in the form of a predicted amount of wood needed as inventory or stock in the warehouse in cubic meters. For manual calculations, the DES method has a prediction calculation result for the 21st period of 4.8 m3. Based on the system testing using black box and white box testing that has been carried out, it can be concluded that the prediction system for procurement of wood raw material stock using the website-based Double Exponential Smoothing method has succeeded well in solving the problem of predicting the amount of wood raw material stock for the next period at CV. Jati Sari.
Sistem pendukung keputusan dalam menentukan balita stunting menggunakan metode Simple Additive Weighting (SAW) berbasis website Mega Purnama Sari; Dhina Puspasari Wijaya; Andri Pramuntadi; Dita Danianti
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 4 (2024): October
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i4.33319

Abstract

The health center that has the highest prevalence of stunting in Sleman Regency is the Minggir health center at 13.15%. The results of interviews with nutrition officers for toddlers at the Minggir Health Center showed that there were still toddlers with poor nutritional status. In addition, the nutrition service system for toddlers has not functioned properly.  Because such suboptimal performance will, it is easier to create a system that can handle or minimize such problems. Thus, building a decision support system can be a solution to the problem that occurs. The SAW method is one of the methods used and the system is designed using the PHP programming language, MySQL database and  laravel framework. The research resulted in the creation of a website that can determine the nutritional status of stunted toddlers at the Minggir Health Center Posyandu. This system is designed according to the needs based on the criteria that have been set by the nutrition officer. In the application test, the preference values and nutritional status results obtained from calculations using the system were in accordance with the results of manual calculations with Excel and the nutritional status determination system was as expected.  
ELEMENTARY/MIDDLE SCHOOL TEACHERS' UNDERSTANDING OF SEX EDUCATION BASED ON LIVING VALUE EDUCATION (LVE) IN YOGYAKARTA Apriani, An-Nisa; Putri, Mufida Awalia; Heksaputra, Dadang; Wijaya, Dhina Puspasari; Emiliana, Emiliana; Ramadan, Muchammad Ilham Rahmad
JMIE (Journal of Madrasah Ibtidaiyah Education) Vol 8, No 2 (2024): JMIE (JOURNAL OF MADRASAH IBTIDAIYAH EDUCATION)
Publisher : PD PGMI se Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32934/jmie.v8i2.659

Abstract

Teachers' understanding of sex education and its implementation in learning is very important for primary school students. Teachers should know about the knowledge and attitude towards what sex education is and how it is implemented. The purpose of this study was to reveal teachers' knowledge about sex education based on Living Value Education (LVE) and implement it in learning sex education. This research method is descriptive survey type for exploratory or exploratory purposes. The data collection technique uses a questionnaire in the form of a google form. The questionnaire in this case includes teachers' understanding of LVE-based sex education in accordance with the validated grids. The population of this study included all primary school level teachers in DIY Province. The sample technique selected using Purposive sampling.  The research subjects who constituted the research sample were 248 teachers consisting of class teachers, subject teachers, and co-curricular teachers of elementary schools and madrasah ibtidaiyah from 51 schools/madrasas in 4 districts and 1 city, namely Sleman Regency, Kulon Progo Regency, Bantul Regency, Gunung Kidul Regency, and Yogyakarta City. Data analysis used descriptive statistics which were then converted into 4 categories. The results of the average number of scores (X) amounted to 130.64, which is in category B (Good). This means that the teacher's ability to understand LVE-based sex education is good and has the awareness to implement it. 
SOSIALISASI PENCEGAHAN PENYAKIT TBC DI DUSUN JETIS-KAWIRAN, DESA RAMBEANAK, KEC.MUNGKID, MAGELANG Yahya, Abdullah; Wijaya, Dhina Puspasari; Anam, Khoirul; Wahyu A, Nova Laila; Rianita, Risti Nindi
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 1 No. 5 (2023): Oktober
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v1i5.121

Abstract

Tuberkulosis (TBC) tetap menjadi masalah kesehatan global yang signifikan, meskipun upaya pencegahan dan pengendalian yang telah dilakukan. Penyakit ini disebabkan oleh bakteri Mycobacterium tuberculosis dan dapat mempengaruhi berbagai organ tubuh manusia. Pencegahan penyakit TBC memegang peranan penting dalam mengurangi beban penyakit dan penyebarannya. Pencegahan penyakit TBC memerlukan pendekatan holistik yang melibatkan kerjasama antara sektor kesehatan, masyarakat, dan pemerintah.
Co-Authors Adhien Kenya Anima Estetikha Aditya, Muhammad Fahrul Agnum Ika Wulandari Amalia, Ade An-Nisa Apriani Andari, Rachma Yuni Andi Wahyudi Andri Pramuntadi Andri Pramuntadi Anni Karimatul Fauziyah Avrillaila Akbar Harahap Dadang Heksaputra Dadang Heksaputra Dadang Heksaputra Deden Hardan Gautama Deden Hardan Guatama Deviani Titi Nautami Dita Danianti Dita Danianti Doni Harisandi Emiliana, Emiliana Fariz Abdillah Haq Fatma Aidha Tatuhey Febriani, Hilda Amalia Gutama, Deden Hardan Gutama, Deden Hardan Handy Eka Putra Anwar Heksaputra, Dadang Imam Ihsani Indrayana, Sofyan Insih Wilujeng Iskandar, Reza Fauzan Nur Iskarini, Ariska istiqomah istiqomah izzah, lathifatul Izzati Muhimmah KHOIRUL ANAM Liansya Ayu Sariperkasi M. J. U. Haris Bahrudin Mega Purnama Sari Muhamad Irfanudin Muhammad Asman Muhammad Nur Wangid Musthofa Galih Pradana Ngidoti Musonah Nurona, Atmim Nurul Aulia Safitri Oktaviana, Agfa Permana, Candra Pramuntadi, Andri Prastowo, Wahit Desta Pujo Hari Saputro Putri, Mufida Awalia Qomaruzaman, Salis Nizar Ragil Satria Wicaksana Rahadian Kurniawan Ramadan, Muchammad Ilham Rahmad Rianita, Risti Nindi Riskiah, Putri Maulidatur Setiawan P, Andi Sri Kusumadewi Sri Nilawati Syifa Atikah Ardi Vita Aulia Rizki Wahyu A, Nova Laila Wasilaturrohmah Wasilaturrohmah Yahya, Abdullah Yanuar Wicaksono Yusinta Dwi Ariyani