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All Journal KLIK: Kajian Ilmiah Informatika dan Komputer
Winarsih
Universitas Nasional, Jakarta
Computer Science & IT

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Implementasi Algoritma Naive Bayes dan Algoritma C4.5 dalam Klasifikasi Kelayakan Bantuan UMKM Aldy Novriandy; Winarsih
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 1 (2023): Agustus 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i1.1099

Abstract

Indonesia's economic development has slowed down due to rising inflation. Entrepreneurs often face several problems in starting an entrepreneurial activity, including: capital, licensing, accounting guidelines, promotion, goods, pricing, human resources, advertising and other activities that often hinder the business process. Financial Management for MSME Empowerment is one of the business processes run by the Ministry of Finance in improving the performance of MSMEs through the provision of business capital. But in practice, there are obstacles in the process of testing the feasibility classification of the assistance activities carried out, because it still uses inefficient manual methods. In order for the testing to be more effective and practical, integrated website-based software is needed. To achieve this, this research was conducted with the aim of producing information related to the eligibility status of MSMEs in all regions of Indonesia that are eligible or not eligible to receive financial assistance from the government. In order for the MSME eligibility status information obtained to be useful for regional offices throughout Indonesia, the algorithms used in this research are the Naive Bayes algorithm and the C4.5 algorithm. The results showed that both algorithms can be applied well in determining the eligibility of MSME assistance. The accuracy of the C4.5 algorithm is 90% while the accuracy of the Naive Bayes method is 70%. The C4.5 algorithm performs slightly better than Naive Bayes in this classification setting. The accuracy findings in this study can be compared to previous research already conducted using the same algorithm or with similar data sets. This helps determine if this research methodology results in a higher accuracy rate than previous studies
Sistem Informasi Administrasi Rukun Warga Berbasis Website Menggunakan Metode Rapid Application Development (RAD) Dadan Herdiansah; Winarsih
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 2 (2023): Oktober 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i2.1213

Abstract

RW or Rukun Warga are social institutions that are legalized and supported by the government to uphold and uphold the fundamental principles that form the basis of life in Indonesia, namely mutual cooperation and a sense of kinship, with the aim of making a positive contribution to improving the smooth implementation of various government activities. development and social functions. the manual method is the process currently implemented in letter management, meaning that residents attend the RT head to approve the letter and then hand it over to the kelurahan. Considering this, a system planning is needed which can be called a web-based Rukun Warga Administration Information System, and making this website requires various references and previous research to become reference material for improving similar systems in the future. Due to the limitations of RW (Rukun Warga), there must be an appropriate solution that can help the community to provide good services, including creating a system. The system itself can be understood as a group or a number of elements or several components that are connected and interact with each other with the aim of achieving a goal, in another sense it can be seen as a unit composed of interconnected elements, forming a larger system that is supported by various elements. Considering this, we need a system design that can be referred to as an information system that operates through a web platform. Web design uses the Unified Modeling Language (UML) Rapid Application Development (RAD) method, with the PHP programming language, and testing uses Black Box Testing. The results of this research have succeeded in meeting user needs in developing a web-based community association administration information system. This website is designed to overcome problems often faced by RT and RW parties so far. With this website, RT and RW performance can be more efficient in carrying out their duties in serving residents. The various features provided on this website, such as submitting cover letters, RT and RW financial reporting, as well as collecting data on residents in RT and RW, will help increase the effectiveness and accuracy of their administrative work
Perancangan dan Implementasi Sistem Pemberdayaan Perempuan Untuk Meningkatkan Efisiensi Pencatatan dan Pelaporan Bantuan Perempuan Kepala Keluarga Menggunakan Metode Agile Shintia Mutiarani; Agung Triayudi; Winarsih
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 3 No. 6 (2023): Juni 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v3i6.939

Abstract

Women's empowerment is an effort to empower women to gain access to and control over resources, economic, political, social, cultural, so that women can organize themselves so as to be able to build capabilities and self-concept and ultimately improve the quality of life for women. Based on BPS data for 2020, the number of women who are heads of households in Indonesia is 11.44 million and some of them are at a low level of welfare. Meanwhile in Depok City, based on data from the Depok City Disdukcapil in 2020, there were 61,369 female family heads, 13,006 divorced and 48,363 divorced. In view of the significant increase in the number of PEKKA group members (Women headed households), of course it is not enough to manually record and manage this data, but there is a need for an information system that can facilitate data recording and recording as well as data analysis as information for policy making. The objectives of making the application for the empowerment of female heads of households include: Formation of a database for empowering women heads of households in sub-districts including their dependents, history of training, history of assistance, data on domestic violence, and other important data. Means of updating data on female heads of household members and their business activities heads of sub-district groups, Availability of promotional facilities for business products for women heads of households, Ease of access to information for PEKKA members
Co-Authors Agung Triayudi Aldy Novriandy Dadan Herdiansah Shintia Mutiarani