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All Journal Syntax Jurnal Informatika Teknika: Jurnal Sains dan Teknologi Format : Jurnal Imiah Teknik Informatika Jurnal Ilmiah Sains dan Teknologi Jurnal Abdimas Bina Bangsa Jurnal Pengabdian Dinamika
Sukarna, Royan Habibie
Universitas Sultan Ageng Tirtayasa
Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Physics Social Sciences Other

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Sukarna, Royan SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN MITRA FREIGHT FORWARDER UNTUK KEGIATAN EKSPOR MENGGUNAKAN METODE ANALYTICAL HIERARCHY PROCESS (AHP) DAN SIMPLE ADDITIVE WEIGHTING (SAW) Royan Habibie Sukarna; Yulian Ansori; Herfandi; Yuliadi
SYNTAX Jurnal Informatika Vol 10 No 02 (2021): Oktober 2021
Publisher : Universitas Singaperbangsa Karawang

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Dalam melakukan kegiatan ekspor barang ke berbagai negara di dunia, suatu perusahaan membutuhkan mitra atau supplier sebuah perusahaan yang khusus bergerak dibidang transportasi internasional, perusahaan ini disebut perusahaan freight forwarding atau freight forwarder. Perusahaan dapat mengalami permasalahan kerugian mulai dari menurunnya produktifitas, kerugian operasional, defisit kas keuangan perusahaan, bahkan sampai berpotensi kehilangan customer apabila dalam pemilihan mitra perusahaan freight forwarder tidak tepat. Analytical Hierarchy Process (AHP) dan Simple Additive Weighting (SAW) dipilih guna menentukan mitra freight forwarder terbaik sehingga tidak menimbulkan permasalahan dan kerugian. Pembatasan kriteria pada penelitian ini adalah sebanyak 12 kriteria, dan mitra freight forwarder yang dilibatkan dalam penelitian ini sebanyak 5 perusahaan, penilaian atas lima perusahaan freight forwarder tersebut dilakukan oleh karyawan atau pimpinan departemen terkait pada objek penelitian yang sudah dipercaya memiliki keahlian dalam bidang ekspor barang. Hasil yang diperoleh yaitu 12 kriteria terbobot.
Penerapan Self-Service Technology pada Aplikasi Pelayanan Penduduk Desa Labuhan Sumbawa Herfandi Herfandi; Elga Ramdani; Saruni Dwiasnati; Agung Susilo Yuda Irawan; Royan Habibie Sukarna
FORMAT Vol 11, No 1 (2022)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/10.22441/format.2022.v11.i1.010

Abstract

Pemerintah Desa di Indonesia merupakan lembaga penyelenggara pelayanan publik yang digunakan oleh pemerintahan Negara Kesatuan Republik Indonesia dalam memenuhi kebutuhan penduduk desa. Pelayanan penduduk desa merupakan suatu kewajiban pihak desa. Pemerintahan Desa harus memiliki sistem pelayanan yang lebih optimal dalam melakukan proses administrasi agar lebih efisien yang otomatis berdampak pada penyesuaian terhadap revolusi industri ke empat. Proses pelayanan administrasi Kantor Desa Labuhan Sumbawa masih belum efektif dan efisien di karnakan masih menggunakan cara konvensional. Karenanya tujuan dari penelitian ini menerapkan Self-Service Technology pada Aplikasi Pelayanan Penduduk guna mengatasi masalah tersebut. Self-Service Technology lebih menekan efisiensi dan efektifisas dalam segi operasional dan sudah di terapkan berbagai bidang. Penelitian ini menghasilkan Aplikasi pelayanan Penduduk menggunakan Self-Service Technology yang di kembangkan dengan metode waterfall. Aplikasi ini memiliki fitur Menu Laporan untuk admin dan Menu Buat Surat yang di dalamnya sudah terdapat template jenis surat serta Cetak Surat untuk penduduk desa. Pengujian perangkat lunak dengan metode black box melibatkan auditor dan ahli IT mendapatkan kesimpulan berhasil dari berbagai jenis pengujian. Aplikasi ini diharapkan mampu mempermudah dan meningkatkan kinerja kantor desa Labuhan sumbawa menjadi lebih efisien dan efektif.
IMPLEMENTASI DATA MINING MENGGUNAKAN METODE NAIVE BAYES DENGAN FEATURE SELECTION UNTUK PREDIKSI KELULUSAN MAHASISWA TEPAT WAKTU Royan Habibie Sukarna; Yulian Ansori
Jurnal Ilmiah Sains dan Teknologi Vol 6 No 1 (2022): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1101.395 KB) | DOI: 10.47080/saintek.v6i1.1467

Abstract

The Education Efficiency Rate (AEE) is one of the parameters of the quality of the education program. The quality is measured based on 7 main standards, one of which is students and graduates. Meanwhile, to predict students' graduation rates accurately based on manually owned data set characteristics is very difficult. Data Mining by Naïve Bayes method was chosen to find patterns in analyzing and predicting timely graduation of students. As for the test will be done by comparing the initial dataset and dataset characteristics using the algorithm attribute selector Gain Ratio Attribute with the help of tools WEKA. The results showed that there was a difference to the accuracy of the results, and the larger ROC or AUC curves on the dataset characteristics using the selector attribute by using the Gain Ratio Attribute, although not very significant. And the result of this research yield 81% accuracy level with precision equal to 83.563% and recall 88.41%. The method used is included in Good Classification and will become the reference of the college management side, to address the problems that may arise in the decrease of the quality of education (e.g. decrease ratio of lecturers with students).
Hierarchical clustering algorithm-dendogram using Euclidean and Manhattan distance Mukhtar, Mukhtar; Majahar Ali, Majid Khan; Arina, Faula; Wicaksono, Agung Satrio; Ikhsan, Aulia; Budiaji, Weksi; Abdullah, Syarif; Pertiwi, Dinda Dwi Anugrah; Zidny, Robby; Oktarisa, Yuvita; Sukarna, Royan Habibie
Jurnal Teknika Vol 20, No 1 (2024): Available Online in June 2024
Publisher : Faculty of Engineering, Universitas Sultan Ageng Tirtayasa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62870/tjst.v20i1.23187

Abstract

This paper presents the outcomes of a research experiment on the drying process of seaweed. There are numerous approaches to clustering data, such as partitioning and the Hierarchical Clustering Algorithm (HCA). The HCA has been implemented in binary tree structures to visualize data clustering. We conducted a comparative analysis of the four primary methodologies utilized in HCA, namely: 1) single linkage, 2) complete linkage, 3) average linkage, and 4) Ward's linkage. Clustering validation is widely recognized as a crucial issue that significantly impacts the effectiveness of clustering algorithms. Clustering validation can be identified, such as internal and external validation. Internal clustering validation, in particular, holds significant importance in the realm of data science. With this article, the main goal is to do an empirical evaluation of the traits that a representative set of internal clustering validation indices, namely Connectivity, Dunn, and Silhouette, show. In this paper, the HCA applies two distance functions between Euclidean and Manhattan distances to analyze the entanglement function and internal validity.
Perancangan Aplikasi Surat Keteranggan Pengantar Ijazasah Berbasis Web Sukarna, Royan Habibie; Krisdianto, Nanang; Hilman, Mohamad; Holilah, Holilah; Januriana, Andi Moch; Umam, Ahmad Khaerul
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 1 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i1.2977

Abstract

This study explains how to create and implement a web-based application for Certificate of Introduction to Diplomas (SKPI) using the Laravel framework and the Extreme Programming (XP) method. With SKPI as a confirmation of competency after graduation, this application aims to record student competency during the course. The XP method is used to ensure flexibility, collaboration and sustainability in application development. The Laravel framework was chosen for its ease of use and strength in backend/API creation, which allows integration with other applications. The research results show that the SKPI application was successfully created with features that meet the need for recording and verifying student competency. This research contributes to a practical understanding of web-based application development with a focus on student competency track records
Analisis Prediksi Kelulusan Mahasiswa Universitas Sultan Ageng Tirtayasa Menggunakan Algoritma Machine Learning dan Feature Selection Sukarna, Royan Habibie; Holilah, Holilah; Damyati, Fitri; Hilman, Mohamad
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3468

Abstract

The KNN algorithm with feature selection achieved the highest accuracy of 74.44% and an Area Under the Curve (AUC) of 0.8212. This model showed a balanced accuracy improvement compared to its performance using the dataset with complete features, which had an accuracy of 72.83% and an AUC of 0.8071. Similarly, the Random Forest model with feature selection showed an accuracy of 72.00% and an AUC of 0.7741, compared to an accuracy of 70.52% and an AUC of 0.7672 with all features. The SVM model with feature selection also improved, reaching an accuracy of 72.28% and an AUC of 0.7812, compared to an accuracy of 69.80% and an AUC of 0.774 with all features. Logistic Regression showed minimal change, with an accuracy of 69.14% and an AUC of 0.7644 after feature selection, compared to an accuracy of 69.25% and an AUC of 0.7645 with all features.
IMPLEMENTASI SISTEM INFORMASI ADMINISTRASI DESA DI KANTOR KELURAHAN BENDUNG KECAMATAN KASEMEN KOTA SERANG Sukarna, Royan Habibie; Holilah, Holilah; Hilman, Mohamad; Januriana, Andi Moch
Jurnal Abdimas Bina Bangsa Vol. 5 No. 2 (2024): Jurnal Abdimas Bina Bangsa
Publisher : LPPM Universitas Bina Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46306/jabb.v5i2.1180

Abstract

Bendung Subdistrict Office is a subdistrict office located in Kasemen subdistrict, Serang city. This sub-district office operates in the field of community administration services, such as: Making Resident Identity Cards (KTP), making Family Cards (KK), making birth certificates and making certificates according to community requests, but as time goes by the administrative needs of the community are increasing and makes it difficult for sub-district staff in the administrative service process, this condition causes administrative services to often be late and hampered because the process is still carried out manually, thus requiring a village administration information system that can help improve effective and efficient village administration services. The aim of creating this village administration information system is to help overcome problems at the Bendung sub-district office in the process of registering population, making Resident Identity Cards, Making Family Cards, making Birth Certificates, making certificates and village inventories to be effective and efficient. The methods used in this activity include needs analysis, system design, implementation, and user training. The results of this activity show that the implemented information system has succeeded in increasing the speed and accuracy of administrative data processing and facilitating access to information for the public. With this information system, it is hoped that administrative services to the community will be more optimal
MEMBANGUN KONEKSI DIGITAL UNTUK MENINGKATKAN PARTISIPASI MASYARAKAT DALAM PEMBANGUNAN DESA BAROS Hilman, Mohamad; Januriana, Andi Moch; Holilah, Holilah; Sukarna, Royan Habibie
Jurnal Abdimas Bina Bangsa Vol. 5 No. 2 (2024): Jurnal Abdimas Bina Bangsa
Publisher : LPPM Universitas Bina Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46306/jabb.v5i2.1195

Abstract

In today's technological advancements, every process can now be carried out digitally. Digital connectivity refers to the connection or network that enables electronic devices to communicate, exchange data, and interact through digital media. In terms of service delivery, a platform is needed that allows interaction between service providers and consumers, where interactions occur solely through mobile communication devices (smartphones). Baros Village in Warunggunung Subdistrict, Lebak Regency, Banten Province, with an area of 136 hectares and a population of 5,573 people, has the potential to become an integrated village by connecting the village community with the village government. This can be achieved by integrating participatory and collaborative elements through the development of a village website. The village website is expected to expedite the service process, improve access to information, and strengthen communication between village residents and the village government. Consequently, community participation in village development will increase, along with the realization of more effective and efficient public services
MEMBANGUN KARAKTER PEDULI LINGKUNGAN MELALUI PENANAMAN POHON SEBAGAI PENGHIJAUAN LINGKUNGAN DI DESA BOLANG KECAMATAN LEBAKWANGI Holilah, Holilah; Januriana, Andi Moch; Hilman, Muhamad; Sukarna, Royan Habibie
Jurnal Pengabdian Dinamika Vol 9, No 2 (2022)
Publisher : Universitas Sultan Ageng Tirtayasa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62870/dinamika.v9i2.17862

Abstract

Reforestation is an effort to plant trees and plants in places that are considered to be able to growand develop these plants. the benefits of reforestation are preventing soil erosion, making airquality better, improving air quality, controlling climate, preventing flooding and making thescenery more beautiful and fresh. The role and function of fruit plants for the environment needs tobe socialized to the people of Bolang Village. This service activity aims to (1) build the characterof the community who cares about the environment through planting trees as reforestation of theenvironment. (2) socializing the role and function of fruit plants to the people of Bolang Village.The methods used are training in the form of socialization, procurement of facilities andinfrastructure, field assistance or fruit planting and evaluation. The planting activity as a greeningof the environment was carried out together in July 2022 which took place in Bolang Village,Lebak Wangi District, Serang Regency - Banten. In its implementation, this activity involved 25participants including students and the people of Bolang Village. Its implementation includes: (1)environmental cleaning activities in Bolang Village which will be used as a reforestation location,(2) fruit tree planting activities, and (3) fruit plant maintenance activities. The results of this treeplanting activity are planting seedlings of rambutan, jackfruit, water guava, longan and soursoptree seedlings each as many as 5 tree seedlings at several locations in Bolang Village on land thatrequires reforestation in Bolang Village.
PENDAMPINGAN PEMBELAJARAN PADA MASA PANDEMI DAERAH TERTINGGAL DI SD NEGERI 1 CISAMPANG KECAMATAN GUNUNGKENCANA KABUPATEN LEBAK Hilman, Mohamad; Januariana, Andi Moch; Sukarna, Royan Habibie; Holilah, Holilah
Jurnal Pengabdian Dinamika Vol 9, No 1 (2022)
Publisher : Universitas Sultan Ageng Tirtayasa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62870/dinamika.v9i1.17346

Abstract

Kegiatan belajar mengajar adalah proses penyampaian ilmu atau transformasi ilmu yang dilakukanoleh tenaga pendidik dan peserta didik. Proses tersebut dapat dilakukan secara formal atau punnonformal disesuaikan dengan kondisi dan keadaan yang ada. SD Negeri Cisampang merupakan SDyang berada pada Kp kebon Kalapa Rt.01 Rw.02 Cisampang, Kecamatan Gunungkencana, KabupatenLebak Provinsi Banten. kurangnya tenaga pendidik yang menyebabkan guru harus mengajar 2 kelasdalam waktu yang bersamaan sehingga siswa kurang terkontrol dan bahkan masih banyak siswa belumlancarmanbaca.TimPengabdianMasyarakatmelakukanobservasiterlebihdahulubarumemperkenalkan metodeTeam Games Tournament,Numbered Head Togetherdan bimbingan belajarpada para siswa untuk memotivasi mereka dalam belajar di tengah keterbatasan yang dimiliki. Siswa-siswa dapat mengikuti proses pembelajaran yang diberikan dengan baik dan merasa senang dapatbelajar melalui metode yang ada. Kegiatan pengabdian semacam ini dapat menjadi inspirasi bagimasyarakat untuk membantu pemerintah dalam mengatasi persoalan kesenjangan pendidikan disekolah yang ada di daerah tertinggal.
Co-Authors Agung Susilo Yuda Irawan Andi Moch Januriana Arina, Faula Budiaji, Weksi Damyati, Fitri Elga Ramdani Herfandi Herfandi Hilman, Mohamad Hilman, Muhamad Holilah Holilah, Holilah Ikhsan, Aulia Januariana, Andi Moch Krisdianto, Nanang Majahar Ali, Majid Khan Mukhtar, Mukhtar Oktarisa, Yuvita Pertiwi, Dinda Dwi Anugrah Robby Zidny Saruni Dwiasnati Syarif Abdullah Umam, Ahmad Khaerul Wicaksono, Agung Satrio Yuliadi Yuliadi Yulian Ansori Yulian Ansori