No abstract

The implementation of health in Indonesia is still marked by problems in managing the workforce, especially among honorary health workers. The State Personnel Agency seeks to improve service quality by selecting good human resources to enhance community services. Several Ministries agreed to change the team member recruitment system from Prospective Civil Servants to Government Employees with Work Agreements. In the field, in the Government Employees with Work Agreements acceptance process, there are still pros and cons, both from the rules and the appointment process. The community hopes that the appointment process can be objective and open so that no group is disadvantaged. To achieve these expectations, researchers used data mining to classify health workers who would become Government Employees with Work Agreements. The data mining process uses probability with the Naive Bayes Classifier algorithm from historical data on Government Employees with Work Agreements receipts for 2021. Data on the history of Government Employees with Work Agreements acceptance of health workers as many as 1078 data have been filtered and cleaned. The results of testing the data are 0.00012 for the worthy assumptions and 0.0032 for the unworthy assumptions. Data processing results will be visually displayed using bubble diagrams and Python programming. The researcher concluded that the process of classifying prospective first-aid team members for medical personnel could be done by data mining using the Naïve Bayes algorithm. The results of this classification can be used as a reference for the following year's Government Employees with Work Agreements revenue classification process.

Along with the development of technology that enters all walks of life including agriculture provides an opportunity for farmers to be able to trade agriculture directly because of the problems that occur in the distribution of agricultural products for quite a long time so that they are directly in hand. Consumers sometimes make farmers quite disadvantaged because they get income that is not comparable if sold directly to consumers (end users). However, the limited space and lack of information make it a problem for farmers to sell it directly. E-commerce is one solution to this problem. E-Commerce is a forum that brings together sellers and buyers in buying and selling transactions directly using online electronic devices. The software development methodology that used in this study is the XP (Extreme Programming) method. This article aims to make e-commerce based on m-commerce to accommodate the needs of farmers in selling agricultural products directly and get greater profits, and customers get cheaper product prices. The results of this study are the form of e-commerce applications that can be used as a medium for promotion, communication, information, and provide direct benefits to farmers and consumers.

Perkembangan teknologi saat ini sudah sampai ke pelosok daerah yang dapat dimanfaatkan di berbagai bidang, salah satunya bidang pertanian. Dengan perkembangan teknologi tersebut memberikan peluang bagi petani untuk menjual hasil pertanian secara langsung sehingga rantai pemasaran lebih singkat yaitu petani ke konsumen. Kemudian konsumen bisa mengkonsumsi hasil pertanian yang lebih segar atau dikenal dengan istilah fresh from farmers. Kabupaten Garut merupakan kabupaten dengan mayoritas mata pencaharian sebaga petani, salah satunya adalah petani jeruk. Permasalahan yang terjadi yaitu terkait dengan pemasaran. Rantai distribusi yang panjang dan pemahaman teknologi yang terbatas bagi petani menjadikan konsumen dan petani terkadang dirugikan dengan adanya tengkulak yang mengambil keuntungan dari rantai pemasaran. Aplikasi pejualan hasil pertanian merupakan salah satu solusi masalah ini. Aplikasi tersebut bisa menjadi jembatan bagi petani dan konsumen sehingga bisa langsung bertransaksi secara online dengan perangkat elektronik. Metodologi yang digunakan dalam penelitian pengembangan aplikasi ini yaitu XP (Extreme Programming). Metode penelitian XP merupakan bagian dari Agile yang tahapannya sudah disederhanakan dibandingkan dengan metode yang lain sehingga fleksible dan efisien. Penelitian ini bertujuan untuk membuat analisis aplikasi yang bisa memenuhi kebutuhan petani dan konsumen dalam bertransaksi secara langsung. Adapun hasil dari penelitian ini berupa analisis aplikasi berbasis web yang memiliki fungsi sebagai media transaksi dan komunikasi yang memberikan manfaat langsung bagi petani dan konsumen.