Abstract:Abstract: Bekasi Regency, being one of the key cities in Indonesia, offers a suitable setting to study the intricacies of marriage decision-making during a quarter-life crisis. This study focuses on the application of clustering…
ustering algorithms to categorize individuals based on their marriage choices. Data was collected from a questionnaire completed by 110 respondents from Bekasi Regency, specifically individuals aged 18 to 30 who are single, including 80 women and 30 men. Data analysis was conducted using the RapidMiner software to evaluate the effectiveness of three clustering algorithms K-Means, X-Means, and K-Medoids in categorizing marriage decision patterns among young people experiencing a Quarter Life Crisis in Bekasi Regency. Results indicate that each algorithm has its own strengths and limitations in handling Quarter Life Crisis data.The results of the analysis show that the K-medoids algorithm provides the best clustering results with the lowest DBI value of 0.195, followed by the X-Means algorithm with a value of 0.199 and K-Means with a value of 0.207. These results can help understand the pattern of marriage decisions in the Quarter Life Crisis phase and help provide insights for policymakers in Bekasi Regency to make more effective intervention programs.
Keywords: K-Means; K-Medoids; X-Means
Abstrak: Sebagai salah satu kota besar di Indonesia, Kabupaten Bekasi memberikan konteks yang tepat untuk mempelajari kompleksitas pengambilan keputusan pernikahan di tengah krisis seperempat usia. Penelitian ini berfokus pada pemanfaatan algoritma clustering untuk mengelompokkan individu berdasarkan pilihan pernikahan mereka. Data diambil dari kuesioner yang diisi oleh 110 responden di Kabupaten Bekasi, yang terdiri dari individu lajang berusia 18 hingga 30 tahun, yaitu 80 perempuan dan 30 laki-laki. Analisis data dilakukan dengan perangkat lunak RapidMiner untuk mengevaluasi efektivitas tiga algoritma pengelompokan—K-Means, X-Means, dan K-Medoids—dalam mengelompokkan pola keputusan pernikahan di kalangan pemuda yang menghadapi Quarter Life Crisis di Kabupaten Bekasi. Hasilnya menunjukkan bahwa setiap algoritma memiliki keunggulan dan kelemahannya masing-masing dalam memproses data Quarter Life Crisis. Hasil analisis menunjukkan bahwa algoritma K-medoids memberikan hasil clustering terbaik dengan nilai DBI terendah yaitu 0.195, diikuti oleh algoritma X-Means dengan nilai 0.199 dan K-Means dengan nilai 0.207. Hasil ini dapat membantu memahami pola keputusan menikah pada fase Quarter Life Crisis dan membantu memberikan wawasan bagi pembuat kebijakan di Kabupaten Bekasi membuat program intervensi yang lebih efektif.
Kata kunci: K-Means; K-Medoids; X-Means
Abstract:Abstract: Toko Ratna Jaya is a business in the fashion sector that sells women's robes and is experiencing instability in its sales because Toko Ratna Jaya is unable to predict their sales for the following month. Ratna…
Jaya Shop currently carries out forecasting only by relying on the owner's predictions. However, this approach is less efficient and can lead to losses or increased stock costs if forecasting is inaccurate. To increase the accuracy of the estimates, the use of the Single Exponential Smoothing Method is proposed. This method smooths past values with exponential weights, placing greater emphasis on recent data. Use of data from the last 1 (one) year as reference data for recording the past for forecasting experiments for the next 1 (one) month. Experiments using different Alphas test accuracy in actual situations. The results of the experiment with an alpha of 0.2 are almost the same as the actual value in predicting the situation one month into the future with the lowest error, namely MAPE 12.05% and forecasting sales of gamis of 1,476 pcs.
Keywords: forecasting; gamis; sales; single exponential smoothing (SES); toko ratna jaya.
Abstrak: Toko Ratna Jaya adalah usaha di bidang fashion yang menjual baju gamis wanita dan sedang mengalami ketidakstabilan dalam penjualannya dikarenakan Toko Ratna Jaya tidak mampu meramalkan penjualan mereka untuk bulan berikutnya. Toko Ratna Jaya saat ini melakukan peramalan hanya dengan mengandalkan paraduga pemiliknya. Namun, pendekatan ini kurang efisien dan dapat menyebabkan kerugian atau peningkatan biaya stok jika peramalan tidak akurat. Untuk meningkatkan ketepatan perkiraan, penggunaan Metode Single Exponential Smoothing diusulkan. Metode ini menghaluskan nilai masa lalu dengan bobot eksponensial, memberikan penekanan lebih besar pada data terbaru. Penggunaan data 1 (satu) tahun terakhir sebagai data acuan pencatatan masa lalu untuk percobaan peramalan untuk 1 (satu) bulan kedepan. Eksperimen menggunakan Alpha yang berbeda menguji akurasi dalam situasi aktual. Hasil dari eksperimen dengan alpha 0,2 hampir sama dengan nilai aktual dalam meramalkan keadaan satu bulan ke depan dengan error yang paling rendah yaitu MAPE 12,05% dan peramalan penjualan gamis sebanyak 1.476 pcs.
Kata kunci: gamis; penjualan; peramalan; single exponential smoothing (ses); toko ratna jaya.
Abstract:Abstract : CV. MOL JAYA is one of the CVs engaged in providing car spare parts. In terms of spare parts inventory processing in CV. Mol Jaya is still experiencing difficulties, such as not being able to find out the amount…
nt of spare parts stock and sales reports that are not optimal, so the cause of work is delayed because they have to wait for parts orders from suppliers. This study aims to manage inventory and speed up the work of employees in overcoming spare parts supply problems in the Warehouse. The method in this study applies Supply Chain Management as for the stages, namely by managing raw materials, production, to distribution to end consumers in the most economical and effective way. The results of this research are in the form of a web-based goods inventory gateway sms application that has been successfully built and running well, as an information system that can assist in inventory management, quantity of spare parts stock and sales reports. The application of Supply Chain Management in a web-based application is very effective for coordinating the relationship between suppliers and CV. Mol Jaya.
Keywords : Inventory; Supply Chain Management; SMS gateway
Abstrak : CV. MOL JAYA merupakan salah satu CV yang bergerak dibidang menyediakan barang sperepart mobil . Dalam hal pengolahan persedian sparepart di CV. Mol Jaya masih mengalami kesulitan , seperti tidak dapat mengetahui jumlah stok onderdil dan laporan penjualan kurang maksimal , sehingga penyebab pekerjaan tertunda karena harus menunggu pemesanan onderdil dari pemasok. Penelitian ini bertujuan untuk mengelola persedian barang atau inventory dan mempercepat pekerjaan karyawan dalam mengatasi permasalahan persedian sparepart di Gudang. Metode dalam penelitian ini menerapan Supply Chain Management adapun tahapannya yaitu dengan melakukan manajemen terhadap bahan baku, produksi, sampai distribusi kepada konsumen akhir dengan cara yang paling hemat dan efektif. Hasil dari penelitian ini berupa aplikasi sms gateway inventory barang berbasis web yang berhasil dibangun dan berjalan dengan baik, sebagai sistem informasi yang dapat membantu dalam pengelolaan inventory , kuantitas stock suku cadang dan laporan penjualan. Penerapan Supply Chain Management pada aplikasi berbasis web sangat efektif untuk mengkoordinasikan hubungan antara pemasok dan CV. Mol Jaya.
Kata Kunci : Persediaan; Manajemen Rantai Pasokan; Gerbang SMS
Abstract:Abstract: Student graduation is one thing that needs to be considered because it is included in the College's Internal Quality Assurance Standards (SPMI). STMIK Royal is one of the universities experiencing problems with…
student graduation. To achieve the quality of these graduates, a graduation diagnosis with the standards that have been set for students who are still carrying out studies is very necessary so that anticipatory steps can be taken from the beginning to overcome the occurrence of graduation problems in the academic field. This research aims to diagnose fast-track student graduation by using a data mining model with a classification function. The technique used for the classification data mining model is the Naïve Bayes Algorithm. The dataset used as training and testing data is data from the 2021 STMIK Royal fast track students. The criteria used to determine student graduation are Gender, class, credits, GPA, Tuition Fee, Guidance Process, and the KKL Report. The results of the classification modeling with the Naïve Bayes Algorithm produce an accuracy value of 83%.
Keywords: data mining; graduation; naïve Bayes
Abstrak: Kelulusan mahasiswa adalah salah satu hal yang harus diperhatikan karena termasuk ke dalam Standar Penjaminan Mutu Internal (SPMI) perguruan tinggi. STMIK Royal adalah salah satu perguruan tinggi yang mengalami masalah kelulusan mahasiswa. Untuk mencapai kualitas lulusan tersebut, diagnosis kelulusan dengan standar yang telah ditetapkan untuk mahasiswa yang masih menjalankan studi sangat diperlukan sehingga dapat dilakukan langkah antisipasi dari awal untuk menanggulangi terjadinya permasalahan kelulusan dalam bidang akademik. Tujuan diadakannya penelitian ini untuk untuk mendiagnosis kelulusan mahasiswa fast track dengan menggunakan model data mining dengan fungsi klasifikasi. Teknik yang digunakan untuk model data mining klasifikasi adalah Algoritma Naïve Bayes. Dataset yang akan digunakan untuk menjadi data latih dan data uji adalah data mahasiswa fast track STMIK Royal tahun 2021. Kriteria yang digunakan untuk diganosis kelulusan mahasiswa, diantaranya Jenis Kelamin, Kelas, SKS, IPK, Uang Kuliah, Proses Bimbingan, dan Pengumpulan Laporan KKL. Hasil pemodelan klasifikasi dengan Algoritma Naïve Bayes menghasilkan nilai akurasi sebesar 83%.
Kata kunci: data mining; kelulusan; naïve bayes
Abstract:Medical personnel are a group of workers who are at high risk of experiencing work accidents and occupational diseases. One type of occupational disease that is often experienced by medical personnel is mental illness. Mental…
ental illnesses experienced by medical workers can have a negative impact on their quality of life, performance and productivity. Therefore, medical personnel who suffer from mental illness have the right to receive protection and guarantees from the government and employers. However, in practice, medical personnel who suffer from mental illness often experience difficulties in submitting claims. The research entitled "Recognition of Mental Illness as a Consequence of Medical Personnel in Work Accident Insurance Claim Procedures in Indonesia" is normative-qualitative research. Medical workers face a lot of stress and workload, especially during the COVID-19 pandemic, and mental illness is one of the consequences. Mental illness can impair their performance, health, and well-being, and place them at risk to patients and their work environment. With the recognition of mental illness as a consequence of medical personnel in the JKK claim procedure in Indonesia, JKK is a social security program organized by BPJS Employment. This program provides guarantees to workers or laborers to receive health services and cash compensation due to work accidents or work-related illnesses. So it is hoped that it can provide benefits for medical personnel in the form of getting proper protection, increasing the productivity of medical personnel and improving the quality of health services.
Abstract:Masamba and Baebunta District which are located in North Luwu Regency are disaster-prone areas and have a high potential for natural disasters. On July 13 2020, there was a flash flood which damaged infrastructure, public…
c facilities and caused casualties. Until now, the government is still continuing to make improvements. The results of the study indicate that the Management of Infrastructure Development in Masamba District, North Luwu Regency is still experiencing problems. This is due to a lack of estimate regional expenditure revenue-APBD funds which has made infrastructure development unfinished because these funds have been used in handling the Covid-19 virus. To find out how the Management Function of Post Flood Disaster Infrastructure Development in Masamba District, North Luwu Regency. Using the theory of George R Terry which consists of four aspects namely planning, organizing, actuating, and supervising. These four aspects will be used in research to analyze more deeply regarding the research to be carried out. As informants consisted of: PUPR Service, BNPB, Head of Maipi Village, Head of Baloli Village, Head of Bone Village, Old Head of Bone and the Community. This study used interview techniques, observation of research locations, and documentation. Using qualitative methods with descriptive research type.
Abstract:Law Number 6 of 2006 The village is obliged to improve the quality of life of the village community in order to optimize the quality of human resources from an early age, the gampong government has village-scale local authority…
thority on the aspect of public health in order to manage government affairs in an effort to ensure the quality of public health from an early age especially for pregnant women in the gampong, efforts need to be made prevention and management of Chronic Energy Deficiency (SEZ). Based on the health profile of Nagan Raya, it shows that the prevalence of pregnant women experiencing CED in 2020 is 5.2%, in 2021 it is 4.6% and from the 2022 Cot Kuta Health Center Report there are 15 pregnant women experiencing CED. From observations, it was found that some Tuha Peut members did not understand the importance of preventing and dealing with SEZs according to Qanuns or village regulations due to the lack of attention from the keuchik and the head of Tuha Peut so that there was no socialization regarding SEZs to pregnant women. The purpose of this study was to analyze the performance of the tuha peut institution according to the Qanun on the prevention and control of KEK in pregnant women through indicators of quality, quantity, time, effectiveness and independence. Research using qualitative methods with a descriptive approach. time, effectiveness and independence. Research using qualitative methods with a descriptive approach. time, effectiveness and independence. Research using qualitative methods with a descriptive approach. The results of the study can be concluded thatTuha Peut Instituteis one of the village apparatuses that plays an important role in improving the health of pregnant women. Based on the analysis of indicators known that performanceTuha Peut InstituteThe village of cot kuta is still considered very low. Proposed improvement strategies that can be implemented byTuha Peut Institutecot kuta village in improving the health quality of pregnant women in the village, namely routinely holding management meetingsTuha Peut Institute, expanding cooperation with the company, making strict regulations and sanctions from the local government, and making training forTuha Peut Institute.
Abstract:Febrile seizures are a common emergency in children aged 6 months to 5 years and can cause significant anxiety in parents. Proper early management of febrile seizures largely depends on parent's knowledge as the primary…
caregivers. Inadequate knowledge may lead to inappropriate first aid measures that can worsen the child's condition. This research aims to identify the level of parent's knowledge regarding first aid management for children experiencing febrile seizures in Sei Mencirim. This study uses a descriptive design method with a cross-sectional approach. The population in this study are all parents who brought their children for treatment to the Sei Mencirim Community Health Center in the last three months, wiht a sample of 36 respondents taken using an accidental sampling technique. The research instrument is a questionnaire consisting of 25 questions. Data analysis was carried out univariately to describe the level of respondents' knowledge. The results of the study show that parental knowledge based on the management of febrile seizures, parents have a good level of knowledge of 55.6%. Based on the administration during seizures, parental knowledge is in the sufficient category of 38.9%. Based on the administration of medication from the hospital after the child is treated, parental knowledge is in the good category off 66.7%. Based on information about seizures, parental knowledge is in the good category of 75.0%. concluded that the level of parental knowledge about first aid for children experiencing febrile is in the good category of 80.5
Abstract:The current business environment is experiencing rapid change influenced by technology, globalization, and changes in consumer behavior. A deep understanding of this environment is important for a company's adaptation. An…
n important development driving changes in the contemporary business environment at large is the growth of markets and international trade. Today's contemporary business is characterized by increasingly fierce competition, rapid innovation, and constant change. To face this increasingly complex business environment, many contemporary techniques are used by companies, such as information technology, risk management, and supply chain management. These techniques help companies to stay competitive and adapt to the rapidly changing business environment. This research is expected to provide a better understanding of the contemporary business environment and contemporary techniques used in business today.
Abstract:Febrile seizures are a common emergency in children aged 6 months to 5 years and can cause significant anxiety in parents. Proper early management of febrile seizures largely depends on parent's knowledge as the primary…
caregivers. Inadequate knowledge may lead to inappropriate first aid measures that can worsen the child's condition. This research aims to identify the level of parent's knowledge regarding first aid management for children experiencing febrile seizures in Sei Mencirim. This study uses a descriptive design method with a cross-sectional approach. The population in this study are all parents who brought their children for treatment to the Sei Mencirim Community Health Center in the last three months, wiht a sample of 36 respondents taken using an accidental sampling technique. The research instrument is a questionnaire consisting of 25 questions. Data analysis was carried out univariately to describe the level of respondents' knowledge. The results of the study show that parental knowledge based on the management of febrile seizures, parents have a good level of knowledge of 55.6%. Based on the administration during seizures, parental knowledge is in the sufficient category of 38.9%. Based on the administration of medication from the hospital after the child is treated, parental knowledge is in the good category off 66.7%. Based on information about seizures, parental knowledge is in the good category of 75.0%. concluded that the level of parental knowledge about first aid for children experiencing febrile is in the good category of 80.5%.