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Analisis Metode Klastering Pada Kasus Penyebab Perceraian Berdasarkan Provinsi Dengan Teknik K-Means Nurhayati, N; Azzahra, Fahrija; Ramadani, Sri; Hastuti, Sinta Dwi; Irawan, Eka
KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Vol 4, No 1 (2020): The Liberty of Thinking and Innovation
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/komik.v4i1.2699

Abstract

Abstract−Divorce is no longer a strange thing in Indonesia, but divorce can be said to be a common and popular thing. It was noted that in 2017 the divorce rate reached 18.8% of the 1.9 million events. From this case, a study was conducted to obtain a grouping in the regions in Indonesia that had the most cases of divorce. There are 4 variables used, namely continual disputes and quarrels, economic problems, leaving one party, and domestic violence. This research uses the Clustering method and is tested with the help of RapidMiner software to ensure the accuracy of the method used. Clustering results show the cause of divorce from 29 data in Indonesia, the highest cluster of 3 regions and the lowest cluster of 26 regions. From this research it is expected that the results obtained can be information for the government in handling divorce cases in Indonesia so that appropriate programs can be drawn up for each province to reduce divorce rates in Indonesia.Keywords: Datamining, Clustering, K-Means, Perceraian, Wilayah
Analisis Data Mining Naive Bayes Klasifikasi Pada Kelayakan Penerima PKH Ramadani, Sri; Ayu, Nur Zannah sekar; Nurhayati, N; Azzahra, Fahrija; Windarto, Agus Perdana
KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Vol 4, No 1 (2020): The Liberty of Thinking and Innovation
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/komik.v4i1.2726

Abstract

Abstract− Family Hope Program (PKH) is a government program that has been running since 2007 which is a poverty reduction program through the provision of cash assistance to very poor families based on the terms and conditions set. In the implementation of PKH in Limbong Village, Dolok Merawan District, this cannot be maximized because there are still many poor families that have not been channeled by the PKH program so that the funds channeled are not on target. Thus, the classification method is able to find models that distinguish data concepts or classes, with the aim of being able to estimate the class of an object whose label is unknown. Therefore, the Naive Bayes algorithm can predict future opportunities based on past experience. So this research conducts data processing using data mining to classify the eligibility of PKH recipients with the classification method using the Naïve Bayes algorithm, which is expected that the data generated from the data mining process can be an evaluation.Keywords: Data Mining, Naïve Bayes Algorithm, Classification, PKH
Analisis Piutang Pada PT. SUCOFINDO (Persero) Cabang Medan Saputra, Raihan; Ramadani, Sri
Jurnal Manajemen Akuntansi (JUMSI) Vol 3, No 2: 2023
Publisher : Universitas Labuhanbatu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/jumsi.v3i2.4036

Abstract

In the midst of intense business competition, companies are required to be able to dominate the market, so companies need to carry out a credit sales strategy so that the number of sales increases. In general, receivables arise due to sales transactions of goods or services on credit. Investments that are too large in receivables can lead to slow turnover of working capital, so that the company's ability to increase sales volume becomes smaller. As a result, the smaller the opportunity the company has to make a profit or profit. The objective that is expected to be achieved from this research is to analyze bad debts made by PT. SUCOFINDO (Persero) Medan Branch. The analytical method used in this study is descriptive analysis to discuss problems that are described, described, compared, a data or situation, describe and explain the results of the research so that conclusions can be drawn. PT. SUCOFINDO (Persero) Medan Branch has performed receivables management and receivables analysis properly. Receivables that are past due 0 - 180 days and receivables that are 181 - 365 days old can be billed properly. Meanwhile, receivables that are > 1 year old are categorized as bad debts which will be set aside as uncollectible accounts.
Efektivitas Pembelajaran Berbasis Game dalam Meningkatkan Keterampilan Pemecahan Masalah Siswa SD Negeri 050650 P. Rambung Ramadani, Sri
Edukatif Vol 2 No 2 (2024)
Publisher : CV Edu Tech Jaya

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

Abstract

Penelitian ini bertujuan untuk menganalisis efektivitas pembelajaran berbasis game dalam meningkatkan keterampilan pemecahan masalah pada siswa SD Negeri 050650 P. Rambung. Metode penelitian yang digunakan adalah kuasi-eksperimen dengan desain pre-test dan post-test kelompok kontrol. Sampel penelitian terdiri dari 60 siswa yang dibagi menjadi dua kelompok, yaitu kelompok eksperimen yang menggunakan pembelajaran berbasis game dan kelompok kontrol yang menggunakan metode pembelajaran konvensional. Instrumen penelitian berupa tes keterampilan pemecahan masalah yang divalidasi oleh para ahli. Hasil penelitian menunjukkan bahwa terdapat peningkatan signifikan dalam keterampilan pemecahan masalah pada kelompok eksperimen dibandingkan dengan kelompok kontrol. Pembelajaran berbasis game terbukti lebih efektif dalam melibatkan siswa dan memfasilitasi pengembangan keterampilan kognitif dan strategi pemecahan masalah. Temuan ini mengimplikasikan bahwa integrasi game dalam pembelajaran dapat menjadi alternatif strategi pembelajaran yang inovatif untuk meningkatkan keterampilan berpikir kritis dan pemecahan masalah siswa di sekolah dasar.
Prilaku Pencarian Informasi Pekerjaan oleh Masyarakat dengan Analisis Model Wilson Rambe, Ingka Mutiara; Purwaningtyas, Franindya; Ramadani, Sri
Da'watuna: Journal of Communication and Islamic Broadcasting Vol 3 No 3 (2023): Da'watuna: Journal of Communication and Islamic Broadcasting
Publisher : Institut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (707.599 KB) | DOI: 10.47467/dawatuna.v3i3.3022

Abstract

Introduction This paper discusses people's information seeking behavior. In fact, many university graduates are still facing serious difficulties in the job search process given the increasing unemployment rate.Method of collecting data Purposive sampling was used with 10 respondents. Interviews were used as a data collection technique.Data analysis Miles and Huberman's data analysis was used in this study to reduce, present data and draw conclusions.Results and Discussion Two barriers in seeking information come from psychological factors and interpersonal skills. Fresh graduates with low psychological and interpersonal skills, such as lack of confidence, confusion, low self-esteem, anxiety, lack of communication show ineffective search results. Situations where information sources are easily accessible support faster information retrieval and vice versa. Our informants who live in cities with easy access support the information search process.Conclusion The factors that influence information seeking behavior are psychological situation, demographic situation, interpersonal skills, environment and characteristics of information sources. These five factors influence each other. Keywords: information behavior; information search; publik; job seekers
Pengaruh Gaya Kepemimpinan dan Kecerdasan Emosional Kepala Sekolah Terhadap Kinerja Guru TK Gugus Kecamatan Simpang Kanan Kabupaten Aceh Singkil Ramadani, Sri; Putra, Mulia; Zahraini, Zahraini
Ranah Research : Journal of Multidisciplinary Research and Development Vol. 6 No. 5 (2024): Ranah Research : Journal Of Multidisciplinary Research and Development (Juli 20
Publisher : Dinasti Research

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/rrj.v6i5.1030

Abstract

This study aims to analyze the influence of the leadership style and emotional intelligence of school principals on the performance of Gugus Kindergarten teachers, Simpang Kanan District, Aceh Singkil Regency. The type of research used in this research is quantitative descriptive type with survey methods. This research was carried out at Gugus Kindergarten, Simpang Kanan District, Aceh Singkil with a sample of 32 respondents. The sampling technique in this research used cluster proportional random sampling. The results of the analysis prove that there is a positive and significant influence of the principal's leadership style on the performance of the Simpang Kanan Aceh Singkil Kindergarten Teachers with a correlation coefficient value between these two variables of 0.713. There is a positive and significant influence of the principal's emotional intelligence on the job satisfaction of the Simpang Kanan Aceh Singkil Kindergarten Teacher with a correlation coefficient value between these two variables of 0.607. 3. There is a positive and significant influence on the principal's leadership style and the principal's emotional intelligence together on job satisfaction at the Gugus Simpang Kanan Aceh Singkil Kindergarten with a correlation coefficient value between these variables of 0.605.