Search

This study aims to identify the advantages and challenges in the use of ICT in teaching children with special needs in East Java, as well as evaluate the success of ICT implementation and its relationship with the learning achievement of children with special needs. The research methods used are descriptive analysis and regression analysis. The results showed that the use of ICT as a teaching aid for children with special needs in East Java has various advantages, such as increasing children's interest in learning, motivation, and participation, as well as helping teachers in providing more interactive and fun learning. However, the research also identified various challenges in ICT implementation, such as lack of access to adequate tools and infrastructure, as well as the need for training and technical support for teachers and school staff. The evaluation of ICT implementation showed positive results, with the majority of respondents stating that the use of ICT has improved the learning achievement of children with special needs. Regression analysis showed a positive relationship between ICT use and learning achievement of children with special needs.

How Information Technology and Information System (IT/IS) has been implemented at an organization or institution needs to measure to evaluate IT/IS implementation. Nowadays, IT is compulsory in business processes. It helps the employee to handle some of their duty. But it needs to measure to monitor how IT/IS aligns with the business. So, that management could decide whether IT/IS is maintained or need to be upgraded or else. There are many ways to measure IT/IS implementation; this article will discuss the maturity level based on Cobit 4.1. It will measure per level from level 0 to level 5. The scope of this research is at business goal 14 and business goal 15 and a case study of this research in Diskominfo at one of the provinces in Indonesia. The result of this research is the maturity level of Business Goal 14, and Business Goal 15 is in Level 3, it means that Define Process.

One problem that is often faced in health data sets is a high level of imbalance. Imbalanced data can mean that the data used in machine learning has an unbalanced data distribution between different classes. One of the data is Alzheimer’s disease data. The data used are Dataset containing 6400 images of brain magnetic resonance imaging that is indicated as having Alzheimer’s disease or not. This study used Deep Learning Architecture to classify brains affected by Alzheimer’s disease and healthy brains. We produced a trained and predictive model using Deep Convolutional Neural Networks (CNN), where the data had previously gone through the oversampling stage due to an imbalance in the data distribution. From the evaluation metric table provided in this study, the highest accuracy for detecting Alzheimer’s disease was obtained by ResNetl8 with an accuracy of 60.67%. Still, the shortest training time was obtained by ShuffleNet V2 with 624.4 seconds using non-oversampled. While the results obtained by using oversampled, ShuffleNet V2 provide 60.75% accuracy with the fastest training time of 1478.6 seconds. The special CNN model that the author proposes gets an accuracy of 50% using non-oversampled and 55.27% accuracy using oversampled.

Perubahan pada segala aspek Teknologi Informasi berdampak pada berubahnya pula tatanan pola tingkah laku masyarakat dalam penggunaan Teknonologi Informasi dan Telekomunikasi (TIK), maka aspek hukum pun harus berubah. Hukum harus diatur agar tercipta ketertiban dalam masyarakat. Hal ini memerlukan payung hukum yang berkaitan dengan TIK. Sehingga mengharuskan dilakukannya pengaturan mengenai pengelolaan informasi dan transaksi elektronik ditingkat nasional yang dituangkan dalam bentuk Undang-undang Nomor 11 Tahun 2008 tentang Informasi dan Transaksi Elektronik yang telah direvisi menjadi undang-undang Republik Indonesia nomor 19 tahun 2016 tentang Informasi dan Transaksi Elektronik. Kurangnya pengetahuan dan sosialisasi yang didapat oleh masyarakat terkait dengan UU ITE sehingga diperlukan inovasi teknologi dengan memanfaatkan perangkat teknologi. Pada masyarakat era Industri 4.0 (Penggunaan Teknologi, Data, dan Automation) dengan sentuhan humanisme di dalam Society 5.0, salah satunya adalah memanfaatkan perangkat smartphone android yang terbanyak digunakan oleh masyarakat. Sistem ini memiliki manfaat untuk mengupas tuntas UU ITE melalui aplikasi berbasis android yang langsung bisa diakses melalui smartphone masyarakat terutama civitas akademik UPN Veteran Jawa Timur . Kata Kunci: Teknologi Informasi, UU ITE, Android DOI : https://doi.org/10.33005/scan.v14i2.1484