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PENERAPAN AJAX DAN WEB SERVICE PADA SISTEM TUTORIAL PEMROGRAMAN WEB Ikrimach, Ikrimach
ScientiCO : Computer Science and Informatics Journal Vol 2, No 1 (2019): Scientico : April
Publisher : Fakultas Teknik, Universitas Tadulako

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Abstrak. Kemajuan teknologi informasi yang semakin luas serta adanya tuntutan akan kebutuhan data yang diperlukan oleh user menyebabkan informasi harus disajikan dengan cepat dan objektif untuk memenuhi kebutuhan informasi yang diperlukan. Masalah yang dihadapi pada penyajian materi yang berupa script pemrograman saat ini adalah sistem penyajian informasi yang statis, hal ini membuat proses belajar kurang efisien. Untuk mendapatkan performa yang baik dalam proses belajar, maka dibutuhkan sebuah sistem tutorial yang mampu mengeksekusi script pemrograman secara interaktif. Untuk mengeksekusi perintah dengan baik, diperlukan traffic data yang berukuran kecil sehingga server dapat bekerja dengan lebih leluasa dan dapat merespon request yang lebih cepat. Sistem tutorial ini dikembangkan dengan bahasa pemrograman ajax dan metode web service guna mendapat performa pemrosesan yang lebih baik. Sistem tutorial pemrograman web yang dikembangkan menyediakan contoh script atau kode pemrograman web yang dilengkapi dengan deskripsi atau penjelasan. Selain itu, sistem ini juga memiliki kemampuan untuk mengeksekusi contoh program yang disajikan guna mendapatkan hasil outputnya. Dari hasil penelitian menunjukkan bahwa pemanfaatan tutorial pemrograman web sebagai model sistem penunjang pendidikan yang lebih cepat, efektif dan praktis karena dapat digunakan oleh siapa saja, dimana saja dan kapan saja.
COMPARISON OF K-NEAREST NEIGHBOR AND NAÏVE BAYES FOR BREAST CANCER CLASSIFICATION USING PYTHON Irma Handayani; Ikrimach Ikrimach
IJISCS (International Journal of Information System and Computer Science) Vol 5, No 1 (2021): IJISCS (International Journal of Information System and Computer Science)
Publisher : STMIK Pringsewu Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56327/ijiscs.v5i1.953

Abstract

Classification is widely used to determine decisions according to new knowledge gained from processing past data using algorithms. The number of attributes can affect the performance of an algorithm. Several data mining methods that are widely used for classification include the K-Nearest Neighbor and naïve Bayes algorithm. The best algorithm for one data type is not necessarily good for another data type. It is even possible that a good algorithm will be horrendous for other data types. To overcome this issue, this study will analyze the accuracy of the K-Nearest Neighbor and Naïve Bayes algorithms for the classification of breast cancer. So that patients with existing parameters can be predicted which are malignant and benign breast cancer. This pattern can be used as a diagnostic measure so that the cancer can be detected earlier and is expected to reduce the mortality rate from breast cancer.
Information system to determine study programs for prospective students based on Android Murti Retnowo; Ikrimach -
Compiler Vol 11, No 1 (2022): May
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1442.612 KB) | DOI: 10.28989/compiler.v11i1.1211

Abstract

The development of information technology, especially the technology that exists on smartphones is very large, so many people have smartphones, with the existing smartphones at this time it can be used for various things, one of which is the determination of study programs for prospective new students. The selection of study programs that are permanent and in accordance with their abilities is one way for students to be able to complete their studies at universities. Many students are confused and careless in choosing a study program. There are also those who choose a study program only to go along with their friends so that during the lecture process there are many obstacles to achieve a bachelor's degree, even having to take education until the end of the study period. Multi Criteria Decision Making is one of the ways that can be used to help prospective students based on their own abilities, especially since the program is made specifically for Android-based Smartphones. Thus, prospective students can try to choose the best based on the values that match the criteria determined by the desired study program without being embarrassed to know whether to be accepted in the chosen study program or not. The use of the Android platform is because almost everyone now has an Android-based smartphone so that applications can be downloaded for free on the Play Store.