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Journal : Informatics and Computer Engineering Journal

Pengaruh Teknik Spilce Fiber Optic Terhadap Redaman (DB) Pada PT. Pandawa Karya Wijaya Putra Mitra ICON NET Ragil Wijianto; Saputra, Pandu Adi
Informatics and Computer Engineering Journal Vol 5 No 1 (2025): Periode Februari 2025
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v5i1.7044

Abstract

Serat optik merupakan media transmisi yang banyak digunakan untuk jaringan pada serat optik pada lokal. transmisi terdapat berbagai macam kerugian atau loss redaman, salah satunya dikarenakan penyambungan serat optik. Kerugian dari penyambungan serat optik disebabkan oleh metode penyambungannya, yaitu metode fusion dan metode mekanik. Pada tugas akhir ini dilakukan penelitian tentang pengaruh teknik penyambungan fusion dan penyambungan mekanik terhadap serat optik guna mengetahui metode mana yang lebih baik untuk digunakan. Adapun serat optik yang diamati menggunakan serat optik Single Mode dengan panjang 30m, 70m, 90 dan 160m. Hasil yang diperoleh berupa table kerugian dari penyambungan serat optik. Pada penyambungan fusion didapatkan hasil yang tetap yaitu 0,01 dB. Pada penyambungan mekanik didapatkan hasil yang tidak tetap yaitu 0,06 dB dan 0,13 dB. Dari hasil yang diperoleh maka dianalisis bahwa penyambungan menggunakan metode fusion menghasilkan redaman yang lebih kecil dibandingkan dengan penyambungan menggunakan metode mekanik
Komparasi K-Nearest Neighbors (KNN) dan Naive Bayes pada Klasifikasi Sentimen Ulasan Aplikasi Tokopedia di Google Play Store Ragil Wijianto; Pratmanto, Dany; Widayanto, Aprih; Ubaidilah
Informatics and Computer Engineering Journal Vol 5 No 2 (2025): Periode Agustus 2025
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v5i2.8939

Abstract

Ulasan pengguna aplikasi e-commerce di platform seperti Google Play Store merupakan sumber umpan balik vital bagi pengembang, namun volumenya yang masif menyulitkan analisis manual. Penelitian ini bertujuan untuk mengatasi tantangan tersebut dengan melakukan analisis sentimen otomatis pada ulasan aplikasi Tokopedia. Fokus utama adalah mengklasifikasikan sentimen ulasan ke dalam kategori positif dan negatif serta membandingkan secara empiris kinerja dua algoritma klasifikasi populer, yaitu Naive Bayes (NB) dan K-Nearest Neighbors (KNN). Metodologi penelitian mencakup tahapan pengumpulan data ulasan dari Google Play Store, pra-pemrosesan teks ekstensif (termasuk case folding, cleaning, tokenizing, stopword removal, stemming), ekstraksi fitur numerik dari teks, implementasi model NB dan KNN, serta evaluasi komparatif menggunakan metrik Akurasi, F1-Score, dan Area Under the Curve (AUC). Hasil evaluasi pada data uji menunjukkan bahwa algoritma KNN menunjukkan kinerja yang secara signifikan lebih unggul dibandingkan Naive Bayes. KNN berhasil mencapai akurasi sebesar 80.00% dengan nilai AUC 0.865, sementara Naive Bayes hanya mencapai akurasi 71.50% dengan nilai AUC 0.576 yang mengindikasikan kemampuan diskriminatif rendah. Penelitian ini menyimpulkan bahwa KNN merupakan metode yang lebih efektif dan reliabel dibandingkan NB untuk tugas klasifikasi sentimen pada dataset ulasan aplikasi Tokopedia ini, dan menawarkan potensi aplikasi praktis untuk memonitor opini pengguna secara otomatis.
Sistem Informasi Monitoring Proyek Berbasis Web Pada Desa Somagede Kabupaten Banyumas Ragil Wijianto; Wijianto, Ragil; Diki, Dimas Diki; Maryani, Ina
Informatics and Computer Engineering Journal Vol 1 No 2 (2021): Periode Agustus 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v1i2.455

Abstract

In this era of globalization, the development of information technology is moving very fast. As for computers, which are equipment created to facilitate human work and also the internet which is used as a means to obtain information easily. Somagede Village, Banyumas Regency has several ongoing projects, but some residents do not know this information because there is no available information system. Judging from these problems, the author makes a Scientific Work on a web-based project monitoring information system to overcome these problems. The making of this system uses data collection methods by observing projects in Somagede Village, interviewing the Somagede Village Head as a resource person. Through this system, it can be used as a monitoring medium for ongoing projects by community members.
Sistem Informasi Monitoring Proyek Berbasis Web Pada Desa Somagede Kabupaten Banyumas Ragil Wijianto; Wijianto, Ragil; Diki, Dimas Diki; Maryani, Ina
Informatics and Computer Engineering Journal Vol 1 No 2 (2021): Periode Agustus 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v1i2.455

Abstract

In this era of globalization, the development of information technology is moving very fast. As for computers, which are equipment created to facilitate human work and also the internet which is used as a means to obtain information easily. Somagede Village, Banyumas Regency has several ongoing projects, but some residents do not know this information because there is no available information system. Judging from these problems, the author makes a Scientific Work on a web-based project monitoring information system to overcome these problems. The making of this system uses data collection methods by observing projects in Somagede Village, interviewing the Somagede Village Head as a resource person. Through this system, it can be used as a monitoring medium for ongoing projects by community members.
ANALISA PEMILIHAN MINAT E-COMMERCE BERDASARKAN KONSUMEN MENGGUNAKAN METODE ANALYTICAL HIERARCHY PROCESS (AHP) Aryani Putri, Della; Wijianto, Ragil
Informatics and Computer Engineering Journal Vol 1 No 2 (2021): Periode Agustus 2021
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v1i2.458

Abstract

The number of various kinds of e-commerce that can provide a variety of products and needs. Sellers and buyers do not need to meet face to face, because the products offered can all be done through e-commerce. Because there are too many types of e-commerce, a comparison is made to choose e-commerce that is in great demand by service users. Therefore, a study was made using the method Analytical Hierarchy Process (AHP)to compare several criteria from e-commerce that are in great demand. Analytical Hierarchy Process (AHP) is a research method for decision making by using a hierarchy and making comparisons on each criterion and alternative considered in decision making. The application of AHP in this study is to determine an e-commerce that is in great demand as one of the recommendations. The results of this study concluded that Tokopedia (40%), in the second position was Shopee (35%), in the third position Lazada (14%), and the latter is BukaLapak (11%).
IMPLEMENTASI DATA MINING PENJUALAN ALAT TULIS KANTOR PADA PT TERANG JAYA LESTARI MENGGUNAKAN ALOGARITMA APRIOR Ragil, Ragil Wijianto; mulyawan, Antony
Informatics and Computer Engineering Journal Vol 2 No 1 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i1.545

Abstract

Stationery has indeed become a very important and much sought after requirement, especially forschool children and office employees. In this study, the authors perform data processing on ATK sales to classifyATK data and look for accuracy values as a determination of what goods are most in demand by customers. Thepurpose of this research is as a marketing strategy in order to optimize the company's work in processingavailable stock data so that it can meet customer needs. To find out the type of ATK that consumers are mostinterested in, it takes a Data Mining technique with the Apriori Algorithm method and is supported by theTanagra application by researching sales data for 1 year. Data Mining is a combination of data analysistechniques, while the Apriori Algorithm is the method most often used because it is very simple, easy and themost widely proposed by several researchers, because there are parameters, namely Support Value (Support)and Confidence Value (Confidence). Then the results of the research predictions obtained, that the sales ofstationery that are most in demand by customers are Kepper Documents, Map L, and Business Files
RANCANG BANGUN SISTEM WEDDING ORGANIZER BERBASIS WEBSITE PADA NIA CATERING Taufik, Taufik Nur Iskandar; Maulana, Aras; Haiqal, Muhammad Rafly; Wijianto , Ragil
Informatics and Computer Engineering Journal Vol 2 No 2 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i2.789

Abstract

Wedding organizer is a service that helps to prepare and carry out wedding events in accordance with a series of wedding events that have been set and arranged according to a pre-made schedule. There are still many wedding organizer companies that still use conventional ways of running their business. It is very time consuming and inefficient. Therefore, new habits are needed in carrying out business activities. This is expected to facilitate promotional activities and shorten the transaction activities for ordering wedding organizer services. Then a proposal appears that will produce a website-based wedding organizer ordering information system. This website is designed using the PHP programming language and uses frameworks such as CodeIgniter, Bootstrap, CSS. Using PHP MySQL as database. In addition, it uses the UML (Unified Modeling Language) modeling method which consists of use case diagrams, activity diagrams, class diagrams and others. This proves that this wedding organizer booking website can run according to the expected plan.
Sistem Pendukung Keputusan Pemilihan Vendor Pengadaan Barang Dan Jasa Pada Perumda Pasar Jaya Dengan Menggunakan Metode Analytical Hierarchy Process Yasin, Abdul Malik; wijianto, ragil; Widayanto, Aprih
Informatics and Computer Engineering Journal Vol 2 No 2 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i2.792

Abstract

Procurement of goods and service selection is one of the most important activity in a company. Vendor selection is a multi criteria problem which includes legality, financial statements, address checking, price and production capacity. For thus reason selecting the best vendor will affect a lot on desired working quality expectation. Analytical hierarchy process (AHP) can be utilized as one of effective method, by this means the value from a critieria of selection are not defined at the beginning but through priority scales formula (level of importance). This research was conducted at Perumda Pasar Jaya who will develop a partnership with PT. Damai Prima Tangguh, PT. Han awal, and PT. Rekan Sukses Sejahtera to complete a project According to the result of priority scales (level of importance) value research in vendor selection, PT Damai proma tangguh is chosen as the first by employee with 0,514 value score, the second one to be chosen is pt han awal with 0,274 value score, and the last place is pt rekan sukses sejahtera with 0,208 vakue score. The ideal vendro According to the analysis above is PT Damai Prima Tangguh. Keywords: Vendor selection, Analytical Hierarchy Process (AHP), Best vendor
Penerapan Sistem Metode Analitical hierarcy proces (AHP) Untuk Menilai Kinerja Guru Terbaik Atau Produktif Pada SDIT Greenvile Bekasi Jawa Barat Lenny Oktavianingsih, Lenny; wijianto, ragil; Sutrisno, Sutrisno; Muhammad Nur, Hidayat
Informatics and Computer Engineering Journal Vol 2 No 2 (2022): Periode Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v2i2.801

Abstract

One of the efforts of higher education institutions to ensure the quality of graduates and the teaching and learning process is to improve the quality of teacher performance in the teaching and learning process. The quality of educational institutions is determined by a minimum of three factors, namely students, teachers and teaching and learning facilities, these three factors are interrelated and mutually support each other in creating a good learning process. This study aims to build a decision support system to facilitate the assessment of the best and productive teacher performance in learning by using the Analytical Hierarchy Process (AHP) method. For the object of my research, I used teachers and school principals by distributing questionnaires for questions about learning in the classroom and the scope of the school that served as a tool for educational institutions in assessing the best teachers. In order for the purpose of this decision support system to be successful, research and observation are carried out as objects in the preparation. Keywords : Best Teacher Performance Decision Support System With Using the Analytical Hierarchy Process (AHP) method.
PENGEMBANGAN APLIKASI TAMU WAJIB LAPOR DI DESA KARANGSALAM BATURADEN BERBASIS ANDROID Ragil, Ragil Wijianto; Wijianto, Ragil; Saefudin, Saefudin; Saputra, Arif Dwi
Informatics and Computer Engineering Journal Vol 3 No 1 (2023): Periode Februari 2023
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/icej.v3i1.1783

Abstract

Information technology and its application devices are growing rapidly. Android-based technology is a technology that has been widely used in recent years, this is because Android supports the mobility of its users, only through smartphones can access various information as needed. Android is an operating system using Linux which is being developed in the midst of other OS. The application of android applications is not only carried out by large companies or agencies but can also be used in villages. Karangsalam Baturaden Village, Banyumas Regency, at the RT level has a guest system that is required to report 1x24 hours for security in the living environment, but many residents sometimes find it difficult and ignore this due to busyness and time constraints, as well as inefficiency when it comes to filling out forms and attaching files. such as photocopy of ID card. From these problems, it is necessary to solve the problem by making an Android-Based Application for Guest Visits in Karangsalam Baturaden Village. The method used is the Extime Programming method for system design and analysis, system description using flowcharts or flowcharts, data collection, namely observation and literature study, for making applications using the Kotlin programming language, Android Studio as an android-based application creation tool, for backend making APIs. using the php language, the database using PHPmyadmin. The guest application must report to facilitate the services of Karangsalam villagers at the RT level, especially when managing and monitoring visiting guests