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A Sistem Prediksi Lama Studi Kuliah Menggunakan Metode Naive Bayes: Sistem Prediksi Lama Studi Kuliah Menggunakan Metode Naive Bayes Muqorobin; Bagoes Pakarti, Moch
Jurnal Informatika, Komputer dan Bisnis (JIKOBIS) Vol. 2 No. 1 (2022): Vol. 2 No. 1 April 2022
Publisher : LPPM ITB AAS Indonesia

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Abstract

Institut Teknologi Bisnis AAS Indonesia merupakan salah satu lembaga pendidikan perguruan tinggi yang ada dijawa tengah. Permasalahan lama studi setiap mahasiswa biasanya disebabkan atau dipengaruhi oleh banyak faktor, sehingga perlu dibuat sistem prediksi kelulusan mahasiswa untuk mengetahui faktor apa saja yang dapat mempengaruhi kelulusan mahasiswa. Sistem yang dirancang adalah sistem prediksi tingkat kelulusan mahasiswa pada tepat atau terlambatnya studi menggunakan metode data mining dengan algoritma naïve bayes. Kriteria yang digunakan dalam memprediksi tingkat kelulusan adalah Prodi, Gender, Asal Sekolah, Rata-rata SKS dan Asdos. Sistem dioleh menggunakan Microsoft Excel dan Pengujian Sistem Menggunakan Tools RapidMiner. Dalam perhitungannya menggunakan Data sampel untuk data training berjumlah 13 data, untuk testing berjumlah 5 data. Hasil Penelitian dalam Uji sistem telah memiliki tingkat akurasi 80%, recall 50% dan presisi 100%.
Sistem Informasi Pariwisata Daerah Istimewa Yogyakarta Berbasis Website Menggunakan Microsoft PowerApps Moch Bagoes Pakarti; Tiara Fitri Wardani, Ananda
Jurnal Informatika, Komputer dan Bisnis (JIKOBIS) Vol. 2 No. 2 (2022): Vol. 2 No. 2 Desember 2022
Publisher : LPPM ITB AAS Indonesia

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Abstract

Tourism has become one of the basic needs of society in the modern era. With the development of increasingly sophisticated technology, the need for information on tourism objects is getting higher. The Special Region of Yogyakarta is one of the provinces that has 7,854,170 visitors, both foreign and domestic, in 2021. With so many tourist objects spread across 78 districts throughout Yogyakarta, an information system is needed that can provide complete tourist object data to make it easier tourists in determining the tourist destinations to be visited. Microsoft PowerApps is Power Apps is a number of applications, services and connectors, as well as a data platform, which provides a fast development environment for building custom applications for business needs with the Windows platform which is the most popular operating system in Indonesia. With the implementation of a tourism information system, it can facilitate tourists in determining tourist trips and tourist objects to be visited and facilitate the management of existing information sources.
Rancang Bangun Sistem Informasi dan Bisnis (Study Kasus : Ngemil Snacking) Akbar Rozaq Rais, Nendy; Feri Efendi, Tino; Bagoes Pakarti, Moch
Jurnal Informatika, Komputer dan Bisnis (JIKOBIS) Vol. 3 No. 1 (2023): Vol. 3 No. 1 April 2023
Publisher : LPPM ITB AAS Indonesia

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Abstract

The internet makes almost everything easier, such as communication, online learning and trading. Ngemil Snacking is engaged in production and sales providing various kinds of snack products. In terms of sales at Ngemil Snacking, currently it is still done conventionally, namely selling products manually and online to promote its products, but recording sales transactions is still done manually. Recording transactions manually makes it difficult for traders to handle a lot of sales, it uses a lot of paper to record them, the data will be wrong if one of the sales reports is missing, there may be an error in calculating the money. Based on the problems above, an information system is needed that can help with snacking. The information system that will be created is a web-based information system, where in this system customers can access information on what products are being sold and make purchases online, and customers can also see order status. This research method is the SDLC development method for building and developing websites. The result of this research is a design for building a website-based information system using the PHP and MySQL programming languages.
Decision Support System in Determining The Route of Delivery of Goods With The Maut and WP Methods at The Kasiyah Shop Rozaq Rais, Nendy Akbar; Efendi, Tino Feri; Pakarti, Moch Bagoes
International Journal of Computer and Information System (IJCIS) Vol 5, No 4 (2024): IJCIS : Vol 5 - Issue 4 - 2024
Publisher : Institut Teknologi Bisnis AAS Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29040/ijcis.v5i4.221

Abstract

The rapid development of information technology has encouraged many companies to switch to digital platforms, including in the retail and trade sectors. Decision Support System (DSS) is one solution that can be used to help the route selection process. An effective and efficient goods delivery process is essential to support the success of logistics operations. An effective and efficient shipping process is essential to support the success of logistics operations. However, this process is often complicated and time-consuming, especially when companies receive many orders from different locations.. To overcome this challenge, the use of a Decision Support System (DSS) can be the right solution. There are various methods that can be used in DSS to support the delivery route selection process, researchers conducted research using the MAUT (Multi-Attribute Utility Theory) and WP (Weighted Points) methods. The results of this study are expected to help improve the effectiveness and efficiency of the selection process, as well as ensure that the selected route has the necessary mileage to support the operational success of logistics companies.
PELATIHAN DAN UJI KOMPETENSI DESAIN GRAFIS DAN WEB DEVELOPMENT UNTUK SKPI INFORMATIKA INSTITUT TEKNOLOGI BISNIS AAS INDONESIA Muqorobin, Muqorobin; Pakarti, Moch Bagoes; Rokhmah, Siti; Efendi, Tino Feri; Rais, Nendy Akbar Rozaq
BUDIMAS : JURNAL PENGABDIAN MASYARAKAT Vol. 6 No. 1 (2024): BUDIMAS : Jurnal Pengabdian Masyarakat
Publisher : LPPM ITB AAS Indonesia Surakarta

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Abstract

Peningkatan pesat dalam teknologi informasi memandangkan tantangan baru di dunia desain grafis dan pengembangan web. Pengabdian ini membahas tentang pelatihan dan uji kompetensi sebagai implementasi program pelatihan dan uji kompetensi di Program Studi Informatika Institut Teknologi Bisnis AAS Indonesia dengan fokus pada desain grafis dan web development. Pelatihan mencakup workshop kreativitas, penerapan perangkat lunak desain seperti Corel Draw dan Illustrator, serta dasar-dasar HTML, CSS, dan JavaScript untuk pengembangan web. Proyek kolaboratif diperkenalkan sebagai bagian integral dari pelatihan, yang mengarah pada presentasi hasil pekerjaan. Uji kompetensi melibatkan proyek individu, penilaian desain, dan wawancara teknis untuk menganalisis pemahaman mahasiswa terhadap konsep desain dan implementasi teknis. Melalui pendekatan pelatihan dan uji kompetensi ini, pengabdian ini menyoroti manfaat pelatihan dan uji kompetensi dalam mempersiapkan mahasiswa Program Studi Informatika untuk menghadapi tantangan industri desain grafis dan pengembangan web yang terus berkembang. Hasil akhir dari kegiatan ini adalah peserta mendapatkan kompetensi dari bidang IT serta mendapatkan sertifikat kompetensi sesuai bidang IT sehingga sebagai pendukung dalam dokumen SKPI.
Implementasi Sistem Pakar Berbasis Web untuk Diagnosis Kerusakan Mesin Menggunakan Metode Backward Chaining dan Certainty Factor Marso, Ammar Kholaf Abdur Robbibi; Muqorobin, Muqorobin; Pakarti, Moch Bagoes
Journal Of Information System And Artificial Intelligence Vol. 7 No. 2 (2026): Vol.7 No. 2 (2026): Journal of Information System and Artificial Intelligence V
Publisher : Universitas Mercu Buana Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26486/jisai.v7i2.250

Abstract

PT Hardo Soloplast is a manufacturing company that produces plastic products using various advanced machinery. A recurring issue in the production process is the sudden malfunction of machines, which disrupts operations and increases repair costs. To address this, this study proposes a web-based expert system for machine fault diagnosis using the Backward Chaining reasoning method and Certainty Factor approach. The system is implemented using PHP, HTML, CSS, and JavaScript, and stores knowledge in JSON format. It is accessible via web browser for field technicians. The system covers five main machines: Extruder Starex 1500, Laminating HL-2000, Printing Roto-Gravure, Slitting Rewinder RS-3000, and Blown Film Extrusion Machine. The knowledge base consists of 65 rules and symptoms, collected from interviews and documentation. Backward Chaining was chosen for its efficiency in goal-driven reasoning, while Certainty Factor is applied using the formula CFcombine = CF1 + CF2 × (1 − CF1), with a threshold of 0.75 for reliable results.Testing was conducted by comparing system diagnoses with actual technician assessments, achieving accuracy between 75% and 92.58% . This system contributes to the digitalisation efforts at PT Hardo Soloplast by accelerating diagnosis, improving maintenance response time, and reducing dependence on manual fault identification.
PERSEPSI MASYARAKAT TERHADAP DAMPAK EKONOMI BALKONDES DI DESA BOROBUDUR DAN TUKSONGO, MAGELANG Octaviani Gita Putri; Moch Bagoes Pakarti
Bogor Hospitality Journal Vol 7 No 1 (2023): Bogor Hospitality Journal
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Sekolah Tinggi Pariwisata Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55882/bhj.v7i1.75

Abstract

Community-based tourism development is very important because the community is the main component in supporting the development of the regional tourism economy. One example of such a program is the Village Economic Center (Balai Ekonomi Desa/ Balkondes). This program is a program from the Ministry of BUMN (State- owned enterprises) to help improve the economic welfare of rural communities. Therefore, this study aims to determine how the community's perceptions of the economic impact of Balkondes in Borobudur and Tuksongo Villages, Magelang because community's perceptions and attitudes are related to the support given for the success of further tourism development. The primary data were taken from observations and in-depth interviews. The secondary data is taken from article data, Balkondes data, theory and others. Based on the research results, if it is related to positive perceptions, the similarities are increased income, employment and PADes (Village original income); while the difference is that the Tuksongo community feels an increase in village development, and the Borobudur community feels that the impact of development is not that significant. If it is related to negative perceptions, the similarity is that the economic impact of Balkondes has not been maximized due to challenges from incompetent human resources; while the difference is community of Borobudur who feel that the presence of Balkondes can increase competition even unfairly