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Journal : Jurnal Teknik

Penerapan Metode Naive Bayes Classifier (Nbc) Untuk Klasifikasi Kondisi Internal Program Studi Indhitya Padiku
Jurnal Teknik Vol 19 No 1 (2021): Jurnal Teknik
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37031/jt.v19i1.118

Abstract

The low interest of prospective students in study programs at universities could be influenced by internal factors within the study program. These factors become the main variables in assessing the condition of the study program. For this reason, it is necessary to classify the internal conditions of the study program. A good method is needed in terms of accuracy and minimal misclassification to obtain the final classification results of the assessment. The purpose of this research is to classify the internal conditions of the study program. Classification of the internal conditions of the study program was carried out using the Naive Bayes Classifier (NBC) method which is a simple form of Bayesian Network with the assumption that all features are independent of each other. The NBC method shows an overall superior performance in terms of accuracy and misclassification rate. The NBC method can be used to determine the internal conditions of the study program, which could help identify factors that need to be addressed to increase the interest of prospective students enrolling in the study program.
Penerapan Clustering K-Means Untuk Mendukung Pengelolaan Koleksi Pada Perpustakaan Fakultas Teknik Universitas Negeri Gorontalo Indhitya Padiku; Agus Lahinta
Jurnal Teknik Vol 20 No 1 (2022): Jurnal Teknik
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37031/jt.v20i1.206

Abstract

One of the facility units that acts as a supporter of student learning in a university is the library. The library is a place where there are various collections of libraries that can enrich the knowledge of visitors. Thus, the management of additional collections is important in supporting this. Currently, the addition of book collections in the UNG Engineering Faculty Library is only based on references from statistical data on best-selling books, lecturer recommendations and the latest books without considering which collections are of interest to students. This can have a negative impact if there are additional collections in categories or types of books that are less desirable to read which can cause problems from the service side and financial losses of the library. Moving on from this problem, the K-Means clustering method will be applied to classify the reading interest of library visitors in this case are students. The supporting variables that will be used in the grouping will be divided according to the origin of the student majors by category of books, stock, number of books borrowed and number of books read. This grouping is expected to be a recommendation for library managers in managing the addition of book collections in the UNG Faculty of Engineering library.
Pengembangan Sistem Manajemen Kelas Berbasis Website Sebagai Solusi Pelaporan Pembelajaran Digital Lalu, Widi Natasya; Novian, Dian; Muthia, Muthia; Latief, Mukhlisulfatih; Padiku, Indhitya R; Dwinanto, Arif
Jurnal Teknik Vol 22 No 2 (2024): Jurnal Teknik
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37031/jt.v22i2.522

Abstract

The use of information technology in the world of education has made a major contribution to increasing the efficiency, accuracy and transparency of the educational process. The role of the homeroom teacher is very important for student development. The process of reporting assignment data, grades, absence recaps, student report cards to parents, which still rely on conventional reporting, and conveyed via correspondence or WhatsApp messages, is a problem that must be addressed. The aim of this research is to design a website-based classroom management system; Achievement of a classroom management system by testing usability and suitability as well as testing the practicality of a system that is suitable for use. The system development method used in this research is the waterfall method. The respondents of this research are teachers, students and parents. The instrument used in the research is a questionnaire and testing in this research includes functional suitability to determine whether the system is functioning well, usability or suitability to determine whether the system is suitable for use and practicality testing to determine the efficiency of the system. The results of the functional suitability test show that the system is as expected, and based on the results of the system suitability test by the user, results were obtained with a percentage score of 84.66% from 6 teachers, including the very suitable category. Then the results of the practicality test by system user respondents were 92.47% of the results of student responses and 90.53% of the results of parent responses. So the Website-Based Class Management System is suitable for use.
Penerapan Metode WMA dan EOQ pada Sistem Informasi Pengendalian Persediaan Stok Obat di Apotek Damhil Padiku, Indhitya; Lillyan Hadjaratie; Dizky Ramadani Putri Papeo; Muh. Fikri F. Walahe
Jurnal Teknik Vol 21 No 2 (2023): Jurnal Teknik
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37031/jt.v21i2.419

Abstract

Damhil UNG Pharmacy is one of the pharmacies in Gorontalo City whose inventory management is still difficult because preparation takes a long time by recording and checking what drugs are running out. In addition to reporting problems, the amount of stock added often exceeds the number of requests (Overstock) and often less than the number of requests (Stockout). As a result, making customers or consumers lost and profits are decreasing. A method is needed to overcome these problems. The methods that can be used are the Weighted Moving Average (WMA) and Economic Order Quantity (EOQ) forecasting methods applied to the drug stock inventory control information system. This information system is based on a website developed using the prototype method. The result obtained is the preparation of drug inventory reports and drug needs in the future more effective and better.
Co-Authors Abas Kaluku Abdilah, Tajjudin Abdul Aziz Bouty Achmad Widodo Agus Lahinta Agus Lahinta Agustinus Moonti Ahmad Azhar Kadim Ahmad, Rizky Cahya Alfian Zakaria Arip Mulyanto Bait Syaiful Rijal Bila, Tasya Safira Boderingan, Rangga Saputra Bokings, Nur Fadhila Bouty, Abd. Azis Budiyanto Ahaliki Bumbuluto, Randi I. Dai, Roviana H. Dangkua, Eka R. Dangkua, Eka Vickrein Dangkua, Tri Septiaridzar Daud, Adi Junaidi Rahman Deu, Muhammad Dimas Oktaviandy Dian Novian Dizky Ramadani Putri Papeo Dwinanto, Arif Echan Adam Edi Setiawan Edi Setiawan Eka Vickraien Dangkua, Eka Vickraien Gaib, Rukli Prasetya Gani, Hilmansyah Gobel, Rafli Ananda Rizkillah Hadjaratie, Lilyan Haris Danial Hasda Damopolii Hermila A Hunta, Aprilia M Huraju, Risnawati M. I Ketut Sutriana Isa, Agustiyani Jamal, Mohamad Fadel Jemmy A Pakaya Jovano, I Putu Kahar, Nurrahmah Fitirani Karim, Windy Laliyo, Lukman A.R Lalu, Widi Natasya Lanto Ningrayati Amali Lillyan Hadjaratie Luid, Muh. Fachry J.K. Mahmud, Riansyah Manda Rohandi Mas'ud, Huzaima Masloman, Alwiansyah Moh Ramdhan Arif Kaluku Moh. Hidayat Koniyo mohammad syafri tuloli Mohune, Mohamad Raka Putra Muchlis Polin Muh. Fikri F. Walahe Muhammad Ilham Akbar Mukhlisulfatih Latief Musa, Viviwidyawati A MUTHIA Muthia, Muthia Naue, Rezel Nikmasari Pakaya Nurrahmah Fitirani Kahar Pakaya, Nikmasari Paneo, Amirrudin Panu, Mohamad Fiqriansyah Pateda, Mohamad Ilham Pido, Muhamad Nur Fauzie Podungge, Moh. Ramadhan Rafiudin, Nadia Rahman Takdir Rahmat Taufik R.L Bau Rampi Yusuf Raupu, Resa Sahrul Gobel Salahudin Olii Samsul Anwar Sitti Suhada Sri Ayu Ashari Sri Ayu Pangaiyan Sugeha, Sri Sumima Suleman, Nadia Safitri Syamsiar, Syamsiar Tajuddin Abdillah Talib, Bagus Supriyadi Tapola, Yulisa Amny Uno, Pirman Usman, Wahyu Setiawan Yahya, Abdurrafi Yassin, Rocmat Mohammad Thohir Yulinda L. Ismail