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Implementasi Algoritma Neural Network Berbasis Particle Swarm Optimazation untuk Penentuan Kredit Rahmatullah, Syaifur
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 3 (2020): Juli 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i3.2178

Abstract

Bad credit is one of the credit risks faced by financial and banking industry players. Bad credit occurs if in the long run, financial institutions or banks cannot withdraw credit loans within the allotted time. Bad credit has a bad impact for credit providers in the form of risk of loss. Of course this should not be allowed to drag on and must be resolved. However, to guarantee accuracy in determining creditworthiness, an accurate algorithm is needed. Neural Network is an algorithm that can map and classify data input and can be used for the prediction of several variables that are input into this algorithm. To be able to add accuracy in predicting the determinants of credit worthiness, this algorithm is optimized with Particle Swarm Optimazation. The results of the study in the form of confusion matrix prove that the accuracy of Neural Networks based on Particle Swarm Optimazation has an accuracy rate of 96.67% and AUC results of 0.965
Pelatihan Teknologi AI Menggunakan Bing Microsoft Dan Vidnoz AI Bagi Karang Taruna Kelurahan Ragunan Anggraeni, Sita; Rahmatullah, Syaifur; Setiyorini, Tyas; Rifai, Achmad
AMMA : Jurnal Pengabdian Masyarakat Vol. 3 No. 4 : Mei (2024): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

In the Era of Society 5.0, young people have different styles of interacting, socialising, and/or absorbing knowledge. Coupled with the fact that most of today's students are from the digital generation who are accustomed to speed and convenience in other aspects of life, students expect the same speed and convenience when it comes to learning. Bing AI is an integral part of the Bing search engine platform developed by Microsoft. Built with Artificial Intelligence (AI) technology, Bing AI aims to improve users' online search experience by providing more relevant and personalised results. As video content continues to dominate the digital world, creating engaging and high-quality videos is a top priority for the younger generation in content creation. Producing videos quickly while entertaining audiences is important to stay ahead of the curve. Vidnoz is a versatile and free AI Video Generator for easy video creation, this is done through the use of Artificial Intelligence and intelligent automation. Karang Taruna Kelurahan Ragunan has many positive activities and actively spreads content on social media such as Instagram but does not yet have knowledge in the use of AI technology using Bing AI from Microsoft and the use of Vidnoz in each content. The Karang Taruna Kelurahan Ragunan administrators need insight in the form of training in the application of AI technology in the distribution of content to be shared on social media and need technical steps in the application of the use of AI technology using Bing AI from Microsoft and the use of Vidnoz. With the training in this community service, it is hoped that Karang Taruna Kelurahan Ragunan can understand the knowledge of the use of AI technology using Bing AI from Microsoft and the use of Vidnoz in every content to be shared on social media owned by Karang Taruna Kelurahan Ragunan and practice and be creative in technical steps in the application of the use of AI technology using Bing AI from Microsoft and the use of Vidnoz in every content to be shared on social media owned by Karang Taruna Kelurahan Ragunan.
Pelatihan Memaksimalkan Potensi ChatGPT: Teknik PROMPT Engineering Dalam Mendukung Kegiatan Organisasi Bagi Pemuda JPRMI Jakarta Sita Anggraeni; Rahmatullah, Syaifur; Rifai, Achmad; Setiyorini, Tyas
AMMA : Jurnal Pengabdian Masyarakat Vol. 3 No. 9 : Oktober (2024): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

In The rapid and significant development of artificial intelligence (AI) has formed a new habit, people are now using AI to facilitate daily activities. Concerns arise because the significant development of AI is not accompanied by adequate knowledge about the use of AI. To overcome the problems that arise, it is important for people to understand what AI does. The rapid development of technology and information, the use of technology-based tools such as ChatGPT (Chat Generative Pre-trained Transformer) can be a potential in supporting activities in an Organisation. One of the prominent AI technologies is ChatGPT, a language model capable of understanding and generating text in a very human-like manner. The rapid development of technology and information, the utilisation of technology-based tools such as ChatGPT (Chat Generative Pre-trained Transformer). To maximise the potential of ChatGPT, an in-depth understanding of prompt engineering techniques is required. Prompt Engineering includes the art and science of designing inputs or ‘prompts’ given to AI models such as ChatGPT to produce desired outputs. With this technique, users can direct the model to provide answers that are more relevant, informative, and suited to specific needs. Jaringan Pemuda & Remaja Masjid Indonesia (JPRMI) has many positive activities in the organisation but does not yet have knowledge in the use of maximising the potential of ChatGPT, an in-depth understanding of prompt engineering techniques is needed. From this community service, the management of the Indonesian Mosque Youth & Teen Network (JPRMI), can understand the knowledge in using maximising the potential of ChatGPT and an in-depth understanding of prompt engineering techniques, as well as practical steps in making prompt engineering techniques in maximising the potential of ChatGPT in making detailed organisational schedules and planning activities from preparation to making reports in organisational activities.
PELATIHAN PEMBUATAN KONTEN DIGITAL KREATIF MENGGUNAKAN CANVA BAGI JPRMI JAKARTA (JARINGAN PEMUDA DAN REMAJA MESJID INDONESIA) Anggraeni, Sita; Rahmatullah, Syaifur; Rifai, Achmad; Setiyorini, Tyas
Jurnal Pengabdian Masyarakat Berbasis Teknologi Vol 6 No 01 (2025): Volume 6, Nomor 1, Mei 2025
Publisher : ISB Atma Luhur

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Abstract

Di era digital ini, pasti banyak cara untuk mempromosikan suatu hal seperti kegiatan, acara dari sebuah seminar, hingga event sebuah kegiatan. Ada berbagai cara yang dapat dilakukan dalam publikasi atau promosi tentang kegiatan organisasi, seperti menggunakan media digital (melalui Instagram, Facebook, website, dan email). Di era digital seperti sekarang para pebisnis atau perusahaan akan mengirimkan promosi ini menggunakan e-flyer. E-flyer merupakan salah satu tools promosi yang cukup efektif untuk mempromosikan produk atau event bisnis perusahaan kepada customer. Jaringan Pemuda & Remaja Masjid Indonesia (JPRMI) memiliki banyak kegiatan namun belum memiliki ketrampilan dalam menyebarkan informasi terkait akan banyaknya kegiatan tersebut serta belum ada kemampuan bagaimana promosi secara digital bisa membantu dalam operasional event event yang diselengggarakan. Para pengurus Jaringan Pemuda & Remaja Masjid Indonesia (JPRMI) membutuhkan pelatihan guna mengasah kemampuan dalam membuat flyer yang memuat adanya kejelasan informasi yang meliputi nama kegiatan, tema, pembicara, tanggal dan waktu, logo (identitas), tempat, dan contact person. Canva merupakan platform desain grafis yang memudahkan pengguna untuk membuat desain media sosial, presentasi, poster, dan konten visual lainnya. Diharapkan dengan adanya pelatihan ini setiap kegiatan yang diselenggarakan oleh Jaringan Pemuda & Remaja Masjid Indonesia (JPRMI) dapat dibuat media digital berupa Flyer sebagai media informasi agar berjalan baik dan membantu dalam operasional kegiatan hingga proses akhirnya bagi organisasi.
Pelatihan Menjadi Kreatif Tanpa Batas Dalam Pembuatan Konten Dengan AI Sebagai Pendukung Kegiatan Organisasi Bagi Pemuda JPRMI Jakarta Anggraeni, Sita; Rahmatullah, Syaifur; Rifai, Achmad
AMMA : Jurnal Pengabdian Masyarakat Vol. 4 No. 4 : Mei (2025): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

The Young Generation or known as Gen-Z is known to have been exposed to technology from an early age, and is closer to the rapid development of technology, it triggers the younger generation to easily understand technology and can easily adapt it in everyday life. Gen-Z grew up with AI technologies such as virtual assistants (Siri, Alexa), recommendation systems (Netflix, Spotify), and AI-based learning applications, AI enables personalization of user experience across multiple platforms, something that is highly valued by Gen-Z. The urgency of the latest AI technology that can generate unique content (ranging from ideas to content in the form of text, images, audio, video, synthetic data, program code, etc.), makes it easier to create websites with digital and automation stages. Some Gen-AI products that are widely used by the younger generation include ChatGPT, DALL-E, Midjourney, etc. which are now often useful in various daily needs. Jaringan Pemuda & Remaja Masjid Indonesia (JPRMI) has many positive activities in the organization but does not have the skills in making content using AI (Artificial Intelligence) and does not have the skills in making creative content concepts that are able to target the audience appropriately. The end of this training has the aim of understanding the knowledge and skills in terms of content creation using AI (Artificial Intelligence) and understanding the steps in creating creative content concepts that are able to target audiences precisely, accurately, effectively and efficiently for the management of the Indonesian Mosque Youth & Youth Network (JPRMI) in organizational activities.
Pelatihan Pembuatan Serta Merancang Konsep Affiliate Marketing Content Digital Bisnis Organisasi Menggunakan AI Bagi Ikatan Remaja (IKRAR 007) Anggraeni, Sita; Rahmatullah, Syaifur; Rifai, Achmad
AMMA : Jurnal Pengabdian Masyarakat Vol. 4 No. 10 : November (2025): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

The younger generation, also known as Gen-Z, has been familiar with technology from an early age and is more attuned to the rapid pace of technological development. This has enabled the younger generation to easily understand technology and adapt it to their daily lives. Digital marketing has a significant impact on consumers' ease in deciding to purchase a product. With digital marketing, it is hoped that every business owner can develop and expand their business. Content Marketing provides relevant material in print and digital media to the target audience. Therefore, content needs to be tailored to the target market. Affiliate marketing can create digital marketing strategies that utilize affiliate links that are created and distributed to generate revenue from purchases. Affiliate marketing operates on a compensation basis for each sale. For example, when a business or brand sells a product or service, it will automatically be paid or receive a commission, and there will be mutual benefits for affiliates who showcase or promote the product. Members of the Youth Association (IKRAR 007) RW 07 have many positive activities within the organization but lack the skills to attract sponsors in various ways and lack the skills in the concept of creating creative digital affiliate marketing content for businesses that can quickly and accurately target many sponsorships. The purpose of this training is to understand the skills involved in creating digital affiliate marketing content for organizations using AI and to practice the steps involved in creatively developing content concepts that can quickly and accurately attract numerous sponsorships for the administrators and members of the Youth Association (IKRAR 007) RW 07.