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Journal : Infotek : Jurnal Informatika dan Teknologi

Effect of Epoch on Accuracy using Convolutional Neural Network to Classification of fashion and furniture Muhammad Wasil; Harianto Harianto; Fathurrahman Fathurrahman
Infotek: Jurnal Informatika dan Teknologi Vol 5, No 1 (2022): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (527.171 KB) | DOI: 10.29408/jit.v5i1.4393

Abstract

Fashion dan furniture menjadi kebutuhan untuk setiap individu. Pemilihan fashion terkadang juga bisa menjadi penilaian orang lain terhadap karakter yang dimiliki tiap individu. Begitupun pemilihan furniture juga bisa menggambarkan identitas dari tiap individu. Namun fashion dan furniture memiliki berbagai macam model, untuk itu dibutuhkan teknologi informasi yang bisa membedakan antara model a dan model b. Klasifikasi adalah salah satu model yang mengelompokkan berdasarkan kriteria yang sama. Penggunaan klasifikasi haruslah didukung dengan metode yang tepat dan penggunaan epoch agar akurasi yang dihasilkan dapat maksimal. Metode Convolutional Neural Network (CNN) adalah metode yang sangat tepat untuk klasifikasi gambar karena terdapat banyak arsitektur yang bisa digunakan.Hasil penelitian ini menunjukkan bahwa akurasi terbaik pada furniture=94.18% dengan penggunaan epoch=500, dan fashion =99.15% dengan penggunaan epoch=1500
Rancang Bangun Sistem Informasi Penjualan Baju Thriff Dalam Meningkatkan Mutu Palayanan dan Jumlah Transaksi Hamzan Ahmadi; Lalu Kerta Wijaya; Harianto Harianto
Infotek: Jurnal Informatika dan Teknologi Vol. 6 No. 2 (2023): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v6i2.19032

Abstract

The development of information technology is growing very rapidly, so it has a very important role in various fields, one of which is in the business field, there are still many companies or businessmen who need information systems to support all activities ranging from marketing, data and information management. Queen thrift is a shop engaged in the fashion or clothing business located in Masbagek, Masbagek sub-district, East Lombok. So far, for promotional or marketing media carried out by Queen Thrift shop owners, namely using social media. With this, new innovations are urgently needed, and convenience in the promotion process, as well as online services in the form of information systems. so that these products can be seen by consumers quickly without having to come to the store.  With this, it is necessary to update the old system to the new system, namely by creating an online sales information system. With the hope to facilitate monitoring, storage, calculations and reports. In order to be able to provide the right information needed by customers and the store itself.
Penerapan Sistem Informasi Untuk Identifikasi Literasi Pada Siswa Disabilitas Taman Kanak-Kanak Dan Siswa Sekolah Dasar Harianto Harianto; Abdul Aziz; Muhammad Hamdi
Infotek: Jurnal Informatika dan Teknologi Vol. 7 No. 1 (2024): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v7i1.24288

Abstract

Students with disabilities are students who experience physical, intellectual, mental and/or sensory limitations for a long period of time, who in interacting with the environment can experience obstacles and difficulties in participating fully and effectively with the people around them. Students with disabilities need special ways and methods to determine children's development, especially in their reading literacy. Children's reading comprehension levels need to be measured and tested to make it easier to group study groups. The grouping of children's reading comprehension is grouped based on the child's level of understanding, namely basic level, letter level, word level, sentence level, paragraph level and description level. Grouping can be done by testing and measuring children's level of understanding based on these levels. This can be done quickly and accurately if supported by an information system that answers these needs. The aim of this research is to create an information system for mapping the reading literacy of students with disabilities against student difficulties. The system also makes it easier for teachers or agencies to identify children's reading abilities so that they can be grouped based on level and difficulty