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Diseminasi Teknik Klasifikasi Naïve Bayes pada Instrusion Detection System di Perusahaan Artajasa Teja Endra Eng Tju; Dolly Virgian Shaka Yudha Sakti; Muhammad Kamil Suryadewiansyah
Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Vol 2 No 2 (2022)
Publisher : Pengelola Jurnal Politeknik Negeri Ketapang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (366.651 KB) | DOI: 10.58466/literasi.v2i2.513

Abstract

Artajasa as a real-time online transaction service provider faces the challenge of monitoring transaction traffic and identifying transactions that are allowed or not. This community service activity aims to create a web-based application to help analyze alerts from the detection system that was previously carried out manually. The implementation of activities consists of interviews and observations, data collection and processing, application analysis and design, application testing and implementation. With the Naïve Bayes algorithm, the prediction results from the historical data obtained an accuracy of 0.88 and the results of the User Acceptance Test showed that all functions had been tried and worked well. With the application made, the work of artajasa's security team becomes effective and efficient because there is no need to check every alert data anymore, but simply focus on the results of the difference between the results of predictions and alerts.
Penananam Pohon Kopi Liberika di Kelompok Tani Kopi Citaman Lawang Taji Pandeglang Idris; Widi Wahyudi; Maruji Pakpahan; Teja Endra Eng Tju; Yuphi Handoko; Maulida Khiatuddin
Community : Jurnal Pengabdian Pada Masyarakat Vol 3 No 2 (2023): Juli : Jurnal Pengabdian Pada Masyarakat
Publisher : LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/community.v3i2.349

Abstract

Program pengabdian kepada masyarakat ini bertujuan untuk melaksanakan kegiatan penanaman pohon kopi Liberika di kelompok tani Kopi Citaman, yang terletak di desa Lawang Taji, Pandeglang. Program ini bertujuan untuk meningkatkan pemahaman petani mengenai pentingnya penanaman pohon kopi Liberika serta memberikan manfaat ekonomi, lingkungan, dan sosial kepada kelompok tani dan masyarakat setempat..Metode pelaksanaan program meliputi penyuluhan, pelatihan, dan kegiatan lapangan. Melalui penyuluhan, petani diberikan informasi mengenai manfaat penanaman pohon kopi Liberika, teknik penanaman yang baik, serta praktik pengelolaan kebun yang berkelanjutan. Selanjutnya, pelatihan diberikan kepada petani untuk meningkatkan keterampilan dalam pemilihan varietas unggul, pemupukan, pengendalian hama dan penyakit, serta pengelolaan pasca-panen. Selain itu, kegiatan lapangan dilakukan untuk melakukan penanaman pohon kopi arabika secara langsung di kebun petani.Hasil dari program pengabdian ini menunjukkan adanya peningkatan pemahaman dan keterampilan petani dalam penanaman pohon kopi Liberika. Petani menjadi lebih sadar akan pentingnya konservasi lingkungan dan keberlanjutan budidaya kopi. Selain itu, program ini juga memberikan manfaat ekonomi kepada petani, dengan meningkatnya produksi kopi Liberika dan peningkatan nilai jual produk kopi. Dengan demikian, program penanaman pohon kopi Liberika di kelompok tani Kopi Citaman dapat dianggap berhasil dalam memberikan manfaat ekonomi, lingkungan, dan sosial kepada kelompok tani dan masyarakat setempat. Program ini diharapkan dapat menjadi model untuk pengembangan budidaya kopi Liberika yang berkelanjutan di daerah lain.
AHWALNOTE ISLAMIC APP UI/UX IMPROVEMENTS WITH JAKOB'S TEN USABILITY HEURISTICS AT INDI TECHNOLOGY Fadlan Amrullah; Jefri Yushendri; Teja Endra Eng Tju
Jurnal Sinergitas PKM & CSR Vol 7, No 2 (2023): OCTOBER
Publisher : Universitas Pelita Harapan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19166/jspc.v7i2.6624

Abstract

AhwalNote is an Islamic mobile app to help depressed people avoid suicide. There is a desire from INDI Technology to improve and add AhwalNote features so that it is assisted in the development of the application with Jakob's Ten Usability Heuristics method. The activity is divided into three stages: the Preparation Stage with observation and interview methods; the Socialization stage with presentation, question and answer, discussion, and practice methods; and the Evaluation Stage is the assessment stage of the development results using the Severity Ratings method. The results of these activities are measured by comparing the evaluation results between the old and the new version of AhwalNote shown with the Severity Ratings value. There are some improvements in the quality of AhwalNote's UI/UX or Usability as a result of the development team of INDI Technology. Furthermore, Jakob's Ten Usability Heuristics method can be applied at the time of development of an application so that the final result before it is released is not too far from the standard usability.
Penerapan Aplikasi UMKM Penjualan Berbasis Android pada Kedai Betawi Mpok Mimin Arby Sudewa; Nawindah Nawindah; Teja Endra Eng Tju
Jurnal Inovasi Masyarakat Vol. 3 No. 3 (2023): Jurnal Inovasi Masyarakat
Publisher : LP2M Universitas Widyatama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33197/jim.v3i3.1098

Abstract

Kegiatan UMKM pada kedai Mpok Mini dilakukan dengan menerapkan aplikasi penjualan berbasis Android. Masalah yang terjadi seringnya terjadi kesalahan dalam pencatatan transaksi terlebih pemesanan pada saat bersamaan sehingga diperlukan alat bantu berupa aplikasi yang digunakan untuk mempermudah pencatatan transaksi . Metode yang digunakan persiapan, survei, perancangan dan pembuatan aplikasi, pelatihan penggunaan aplikasi,  evaluasi dan pelaporan. Hasil dari kegiatan ini adalah tingkat pemahaman peserta 50% sudah paham, 30% sedikit paham dan 20% belum paham. Dengan adanya penerapan dan penggunaan aplikasi ini meminimalisir kesalahan yang sering terjadi.
Transformasi Digital: Pelatihan E-Commerce untuk Meningkatkan Wirausaha di Villa Mutiara Serpong Agus Sriyanto; Yugi Setyarko; Teja Endra Eng Tju; Rina Ayu Vildayanti; Astrid Dita Meirina Hakim; Aris Wahyu Kuncoro
Jurnal Nusantara Berbakti Vol. 2 No. 2 (2024): April : Jurnal Nusantara Berbakti
Publisher : Universitas Kristen Indonesia Toraja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59024/jnb.v2i2.360

Abstract

The Villa Mutiara Serpong Pondok Jagung Complex is a dynamic environment with various social activities involving all community groups. This Community Service Activity (PKM) aims to improve the entrepreneurial spirit of citizens through e-commerce training. The methods used include identifying needs, planning and implementing training programs, and evaluating results. The training carried out covers the basic principles of e-commerce, the implementation process, utilization of the marketplace, and use of social media for product promotion. The results show an increase in citizens' understanding and skills in e-commerce, which has the potential to improve local business development and community welfare.
Optimizing Shopping Experience by Integrating Augmented Reality and Payment Gateway in SME Storefronts Tju, Teja Endra Eng; Azaru, Nugraha Rama
MATICS: Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) Vol 16, No 2 (2024): MATICS
Publisher : Department of Informatics Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18860/mat.v16i2.28695

Abstract

In the rapidly evolving digital era, leveraging advanced technologies to enhance the online shopping experience has become crucial, especially for small and medium-sized enterprises (SMEs) aiming to compete in the global market. This research focuses on optimizing the shopping experience by integrating Augmented Reality (AR) and Payment Gateway technologies into a storefront platform specifically designed for women's clothing SMEs. The study begins with a comprehensive analysis of market trends, customer behavior, and the challenges faced by SMEs in adopting these technologies. A detailed literature review provides the foundation for developing a robust conceptual framework. The prototype development phase involves designing 3D models using CLO | 3D Fashion Design Software, converting these models into AR experiences with Meta Spark Studio, and integrating the Midtrans Payment Gateway using Laravel. The AR feature enables users to virtually try on clothes via Instagram, while the Payment Gateway ensures quick and secure transactions. The final phase involves rigorous functional and substantive testing, focusing on user experience, transaction efficiency, and overall system performance. Results demonstrate that the integrated prototype significantly enhances the shopping experience, providing seamless AR interactions and efficient payment processing. Users reported high satisfaction levels with the system's usability and security. The study concludes that integrating AR and Payment Gateway technologies into SME storefronts can substantially improve their competitiveness in the digital market, offering practical insights and guidelines for future implementations in the e-commerce sector.
Hand Sign Virtual Reality Data Processing Using Padding Technique Tju, Teja Endra Eng; Anggraini, Julaiha Probo; Shalih, Muhammad Umar
Intelligent System and Computation Vol 6 No 2 (2024): INSYST: Journal of Intelligent System and Computation
Publisher : Institut Sains dan Teknologi Terpadu Surabaya (d/h Sekolah Tinggi Teknik Surabaya)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52985/insyst.v6i2.395

Abstract

This study focuses on addressing the challenges of processing hand sign data in Virtual Reality environments, particularly the variability in data length during gesture recording. To optimize machine learning models for gesture recognition, various padding techniques were implemented. The data was gathered using the Meta Quest 2 device, consisting of 1,000 samples representing 10 American Sign Language hand sign movements. The research applied different padding techniques, including pre- and post-zero padding as well as replication padding, to standardize sequence lengths. Long Short-Term Memory networks were utilized for modeling, with the data split into 80% for training and 20% for validation. An additional 100 unseen samples were used for testing. Among the techniques, pre-replication padding produced the best results in terms of accuracy, precision, recall, and F1 score on the test dataset. Both pre- and post-zero padding also demonstrated strong performance but were outperformed by replication padding. This study highlights the importance of padding techniques in optimizing the accuracy and generalizability of machine learning models for hand sign recognition in Virtual Reality. The findings offer valuable insights for developing more robust and efficient gesture recognition systems in interactive Virtual Reality environments, enhancing user experiences and system reliability. Future work could explore extending these techniques to other Virtual Reality interactions.
Rancang Bangun Sistem Pelaporan Pemilihan Kepala Desa di Kementrian Dalam Negeri Indonesia Tju, Teja Endra Eng; Dari, Ratna Ujian
KRESNA: Jurnal Riset dan Pengabdian Masyarakat Vol 3 No 1 (2023): Jurnal KRESNA Mei 2023
Publisher : DRPM Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/kresna.v3i1.63

Abstract

Sistem pelaporan pemilihan kepala desa diperlukan oleh Direktorat Jenderal Bina Pemerintahan Desa dengan tujuan pengumpulan data yang efektif dan efisien, pengelolaan data terpusat dan terintegrasi, pembuatan laporan akan terjaga konsistensinya. Rancang bangun sistem mengadopsi metodologi Waterfall dan Agile yang disesuaikan kebutuhan dengan 4 (empat) tahap awal yaitu plan and discovery; design; coding and development; testing. Teknik yang digunakan terdiri dari fishbone diagram, activity diagram, use case diagram, use case description, class diagram, logical record structure, relational database model, database specification, menu structure, user interface, sequence diagram, usability testing. Dari hasil penilaian diperoleh efficiency 70, error-free 80, learnability 75, memorability 85, satisfaction 90, yang berarti telah memenuhi kebutuhan pengguna.
Rancang Bangun Sistem Informasi Stok Persediaan Barang Anggraini, Julaiha Probo; Ujiandari, Ratna; Tju, Teja Endra Eng
KRESNA: Jurnal Riset dan Pengabdian Masyarakat Vol 4 No 1 (2024): Jurnal KRESNA Mei 2024
Publisher : DRPM Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/kresna.v4i1.101

Abstract

Suatu perusahaan yang bergerak dalam produksi kopi saset arabika menghadapi beberapa tantangan, salah satunya adalah potensi manipulasi data inventori akibat kurangnya penyimpanan data yang memadai serta kesulitan administratif dalam mengakses informasi stok barang yang terkini. Untuk mengatasi masalah, Penelitian ini menawarkan solusi melalui pengembangan sistem informasi persediaan menggunakan diagram fishbone untuk menganalisis permasalahan yang dihadapi. Metode penelitian ini menggunakan pendekatan metode waterfall, memanfaatkan tahapan terstruktur dalam identifikasi masalah. Tujuan utama penelitian ini adalah mengimplementasikan metode waterfall guna meningkatkan efisiensi pencatatan inventori di perusahaan tersebut. Hasil penelitian ini berupa Sistem Informasi Stok Persediaan yang dapat mengoptimalkan pengelolaan data stok persediaan. Tahap implementasi melibatkan penggunaan database MySQL dan Bahasa Pemrograman PHP dengan agar pengembangan sistem dapat mencapai tingkat optimal. Pengujian sistem informasi stok persediaan ini menggunakan metode Black Box Testing yang mendapatkan hasil bahwa sistem ini sudah berjalan baik dan sesuai dengan kebutuhan pengguna. Hasil penerimaan black box menunjukan 100% penerimaan. Metode skoring kualitas system informasi stok persediaan ini menggunakan skala likert dengan hasil penerimaan 86,36% dengan kriteria sangat baik, sehingga sistem ini dapat diterapkan untuk pengelolaan stok perusahaan dalam menyederhanakan manajemen persediaan di perusahaan, memfasilitasi pencatatan dan pengendalian data stok yang lebih efisien dan terstruktur.
PELATIHAN MENDELEY 2022 BERSAMA NGAMPOOZ Tju, Teja Endra Eng; Anggraini, Julaiha Probo
Jurnal Sinergitas PKM & CSR Vol. 6 No. 2 (2022): OCTOBER
Publisher : Universitas Pelita Harapan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19166/jspc.v6i2.5988

Abstract

In 2022 Mendeley launched the Mendeley Reference Manager so it is necessary to conduct training as a form of community service that aims to improve the literacy ability of scientific papers in terms of searching and citation of a library. The activity partners with Ngampooz so that it can be well organized starting from participant registration to the submission of materials and participant certificates through the Ngampooz application. The main activity is training carried out online with the Zoom application and participants practice directly for each part of the material on their respective computers. The profile of participants consists of students, students, lecturers, engineers, and employees from various institutions in Jakarta and its surroundings. From the comparison of pretest and posttest, participants' ability increased sharply to encourage and improve the literacy ability of scientific papers in Indonesia.Abstract in BahasaDi tahun 2022 Mendeley meluncurkan Mendeley Reference Manager sehingga perlu dilakukan pelatihan sebagai bentuk pengabdian kepada masyarakat yang bertujuan untuk meningkatkan kemampuan literasi karya ilmiah dalam hal pencarian dan sitasi suatu pustaka. Kegiatan bermitra dengan Ngampooz sehingga bisa terorganisasi dengan baik mulai dari pendaftaran peserta hingga penyerahan materi dan sertikat peserta melalui aplikasi Ngampooz. Kegiatan utama yaitu pelatihan dilakukan secara daring dengan aplikasi Zoom dan peserta praktek secara langsung untuk setiap bagian materi di komputer masing-masing peserta. Profil peserta terdiri dari pelajar, mahasiswa, dosen, engineer, dan pegawai yang berasal dari berbagai institusi di Jakarta dan sekitarnya. Dari perbandingan pretest dan posttest, kemampuan peserta meningkat tajam sehingga bisa mendorong dan meningkatkan kemampuan literasi karya ilmiah di Indonesia.