Journal of Information Technology and society最新文献

Sistem Pengembangan Bahasa Isyarat Untuk Berkomunikasi dengan Penyandang Disabilitas (Tunarungu) 与残疾人士沟通手语开发系统

Journal of Information Technology and society Pub Date : 2023-06-24 DOI: 10.35438/jits.v1i1.21

Indah Sari, Fivrenodi, Eka Altiarika, Sarwindah Eka Altiarika

引用次数: 0

Pengembangan Chatbot Layanan Publik Menggunakan Machine Learning Dan Natural Languange Processing

Journal of Information Technology and society Pub Date : 2023-06-24 DOI: 10.35438/jits.v1i1.16

Muhamad Mustaqim, Arip Gunawan, Yudistira Bagus Pratama, Iski Zaliman

{"title":"Pengembangan Chatbot Layanan Publik Menggunakan Machine Learning Dan Natural Languange Processing","authors":"Muhamad Mustaqim, Arip Gunawan, Yudistira Bagus Pratama, Iski Zaliman","doi":"10.35438/jits.v1i1.16","DOIUrl":"https://doi.org/10.35438/jits.v1i1.16","url":null,"abstract":"Dalam era digital yang semakin berkembang seperti sekarang ini, chatbot menjadi salah satu inovasi teknologi yang banyak digunakan sebagai media komunikasi dengan pengguna dalam berbagai bidang, termasuk layanan publik. Chatbot memiliki kemampuan untuk menjawab pertanyaan dan memberikan solusi dalam waktu yang lebih cepat dan efisien dibandingkan dengan interaksi manusia ke manusia. chatbot dapat membantu pelayanan publik dengan cepat serta responsive.Metodologi penelitian adalah gagasan ilmiah secara rasional, empiris, dan sistematis yang digunakan untuk melakukan suat kegiatan penelitian. Dalam penelitian rancang bangun chatbot ini, penulis menggunakan metode penelitian studi kasus. Studi kasus merupakan pendekatan yang lebih memfokuskan tentang apa yang sedang diteliti yang mana dapat memaksimalkan pemahaman tentang kasus yang sedang ditelitiKebutuhan perangkat lunak merupakan faktor-faktor yang harus dipenuhi untuk merancang sebuah perangkat lunak (aplikasi) sehingga perangkat lunak tersebut sesuai dengan maksud dan tujuan pembuatan. Default Chatbot layanan publik adalah proses awal dimana user pertama kali memulai chatbot atau memberikan sapaan kepada chatbot, lalu ‘bot’ akan memberi respon yang sesuai dengan training phrases. Misal: ‘Hai’ atau ‘hallo''.Chatbot layanan publik yang menggunakan teknologi machine learning dan natural language processing (NLP) dapat membantu meningkatkan kualitas pelayanan publik dengan menyediakan layanan yang lebih cepat, akurat, dan efisien","PeriodicalId":391623,"journal":{"name":"Journal of Information Technology and society","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122656703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Sistem Rekomendasi Program Studi Sarjana Berbasis Machine Learning Untuk Model Klasifikasi Calon Mahasiswa Baru 为未来大学生的分类模式设计基于机器学习的本科学习计划推荐系统

Journal of Information Technology and society Pub Date : 2023-06-24 DOI: 10.35438/jits.v1i1.20

A. Akbar, Yogi, Ananto, Suprayuandi Pratama

{"title":"Sistem Rekomendasi Program Studi Sarjana Berbasis Machine Learning Untuk Model Klasifikasi Calon Mahasiswa Baru","authors":"A. Akbar, Yogi, Ananto, Suprayuandi Pratama","doi":"10.35438/jits.v1i1.20","DOIUrl":"https://doi.org/10.35438/jits.v1i1.20","url":null,"abstract":"The Recommendation System can produce system requirements data that is more descriptive and easy to implement into software. Recommendation methods are combined to form more comprehensive recommendations based on fermat points. The education sector has never been indifferent to new technologies, and eventually switched to using the Internet. Prior to conducting this research, a review was carried out on various previous research results related to the lack of the role of knowledge space and user preferences in the data visualization recommendation system [3]. Broadly speaking, this study uses the method of recommending the Analysis and Discussion system. One of the main elements that must be considered in the system analysis stage is software problems, because the software used must be in accordance with the problem to be solved. In this stage, the search and collection of data and knowledge obtained by the expert system are carried out. A machine learning-based recommendation system for undergraduate study programs can help prospective new students choose the right study program according to their interests and talents. The classification model used can produce fairly high accuracy in recommending undergraduate study programs to prospective new students.","PeriodicalId":391623,"journal":{"name":"Journal of Information Technology and society","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128974019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Gerakan Tangan Pemain Otomatis Menggunakan Computer Vision 玩家的手势使用电脑视觉

Journal of Information Technology and society Pub Date : 2023-06-24 DOI: 10.35438/jits.v1i1.19

Fikri Fahrudin, Mesi Andriani, Muallimin, Eka Altiarika

{"title":"Gerakan Tangan Pemain Otomatis Menggunakan Computer Vision","authors":"Fikri Fahrudin, Mesi Andriani, Muallimin, Eka Altiarika","doi":"10.35438/jits.v1i1.19","DOIUrl":"https://doi.org/10.35438/jits.v1i1.19","url":null,"abstract":"Gesture recognition allows users of computer science technology to connect with their digital devices more conveniently. Technology for gesture recognition can be helpful in a variety of contexts, such as automated household appliances, automobiles, and interpretation of hand gestures. Gesture recognition is part of gesture recognition which determines what message a certain hand movement wants to convey. In developing this automatic hand movement we use segmentation and object detection where this method involves using algorithms to detect and identify objects or areas related to hand movements. , such as human skin, fingers, and others. Detection of human hand movements using computer vision is a digital image processing technique that aims to recognize human hand movements from image or video data. This technique can be applied in various applications such as human-computer interaction, hand gesture recognition, or video games. Making Automatic Player Hand Movements Using Computer Vision has the potential to improve the user experience when playing games or using interactive applications that require hand movements, according to the research and development that has been done. Games could be controlled more precisely and with less need for additional hardware such as joysticks or controllers if computer vision technology was able to accurately distinguish hand movements.","PeriodicalId":391623,"journal":{"name":"Journal of Information Technology and society","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114311828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Penerapan Splunk Terhadap Analisis File Log Anomaly Keamanan

Journal of Information Technology and society Pub Date : 2023-06-24 DOI: 10.35438/jits.v1i1.18

Suheni, A. Ahfaz, Reza Ramdani, Yudistira Bagus Pratama

{"title":"Penerapan Splunk Terhadap Analisis File Log Anomaly Keamanan","authors":"Suheni, A. Ahfaz, Reza Ramdani, Yudistira Bagus Pratama","doi":"10.35438/jits.v1i1.18","DOIUrl":"https://doi.org/10.35438/jits.v1i1.18","url":null,"abstract":"Dalam hal ini menjelaskan tentang penerapan splunk terhadap analisis file log anomaly keamanan. Kami fokus pada pendeteksian anomali dari log file, yaitu peristiwa yang memerlukan pemeriksaan lebih dalam oleh analis. File log tersebut kemudian digunakan untuk menganalisis dan men-debug kegagalan sistem. Karena utilitas penting ini, para peneliti telah berupaya menemukan cara yang cepat dan efisien untuk mendeteksi anomali dalam sistem komputer dengan menganalisis catatan lognya. Penelitian dalam deteksi anomali berbasis log dapat dibagi menjadi dua kategori utama: deteksi anomali berbasis log batch dan deteksi anomali berbasis log streaming. Deteksi anomali berbasis log batch berat secara komputasi dan tidak memungkinkan kami untuk mendeteksi anomali secara instan. Di sisi lain, deteksi anomali streaming memungkinkan peringatan segera. Namun, pendekatan streaming saat ini sebagian besar diawasi. File log memberikan wawasan tentang keadaan sistem komputer dan memungkinkan deteksi kejadian anomali yang relevan dengan keamanan dunia maya. Namun, sulit untuk menganalisis data log secara otomatis karena mengandung sejumlah besar pesan tidak terstruktur dan beragam yang dikumpulkan dari sumber yang heterogen. Oleh karena itu, beberapa pendekatan yang memadatkan atau meringkas data log melalui teknik pengelompokan telah diusulkan. Memilih pendekatan yang tepat untuk domain aplikasi tertentu, bagaimanapun, bukan hal sepele, karena algoritme dirancang untuk tujuan dan persyaratan tertentu.","PeriodicalId":391623,"journal":{"name":"Journal of Information Technology and society","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121949424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0