Articles
Optimization of K-Means Clustering Method for Drug Grouping at Mertoyudan I Health Center, Magelang
Astuti, Dwi;
Muqorobin, Muqorobin
Sistemasi: Jurnal Sistem Informasi Vol 13, No 5 (2024): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer
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DOI: 10.32520/stmsi.v13i5.4541
Health centers as health service providers have an important role in ensuring adequate drug availability for the community. However, drug management in health centers often faces obstacles, including the use of manual methods in stock monitoring, which can lead to unavailability or accumulation of unused drugs. This study aims to improve the efficiency of drug management in health centers through the application of the K-Means Clustering method. This method is used to group drug stocks into three main clusters: heavy drugs, moderate drugs, and light drugs. With this grouping, it is expected that pharmacists can more easily determine the type of drug, monitor drug availability in a timely manner, and manage drug procurement according to patient needs. Research methods include literature studies, data collection and analysis, system modeling design, and system testing and evaluation. The results of this study are expected to improve the efficiency of drug management in health centers, so that health services to the community can be more optimal. The results of testing using the Silhouette Coefficient (SC) method produced an average SC of 0.97 which means strong structure, so it can be concluded that it has a strong structure.
PENGETAHUAN DAN SIKAP MAHASISWI KEPERAWATAN TENTANG VAKSINASI HPV (HUMAN PAPILLOMA VIRUS) DI KOTA JAYAPURA
Astuti, Dwi;
Kiswanto Mendrofa, Hendry
Jurnal Keperawatan Dirgahayu (JKD) Vol 6 No 1 (2024): March
Publisher : Unit Penelitian dan Pengabdian Kepada Masyarakat, STIKES Dirgahayu Samarinda
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DOI: 10.52841/jkd.v6i1.412
Strategi pencegahan kanker serviks antara lain memberikan pencegahan primer dengan vaksin HPV (Human Papilloma Virus), sebagai program gratis pemerintah di seluruh provinsi di Indonesia. Pentingnya vaksin HPV perlu dipahami oleh setiap Perempuan, terutama pada mahasiswi keperawatan sebagai calon educator dan konsultan kesehatan bagi Masyarakat awam. Tujuan penelitian ini adalah mengidentifikasi pengetahuan dan sikap mahasiswi keperawatan tentang vaksinasi HPV. Penelitian ini merupakan penelitian survei deskriptif dengan populasi seluruh mahasiswi keperawatan pada institusi pendidikan keperawatan di Kota Jayapura. Responden diperoleh sebanyak 109 mahasiswi keperawatan, menggunakan teknik accidental sampling dengan minimum sampling 96 orang. Data dikumpulkan menggunakan kuesioner pengetahuan dan sikap, dan dianalisis secara univariat. Hasil penelitian menunjukkan tingkat pengetahuan dan sikap mahasiswi keperawatan di Kota Jayapura terhadap vaksinasi HPV masih kurang. Perlu adanya sosialisasi untuk meningkatkan pemahaman mahasiswi keperawatan secara intensif.
RANCANG BANGUN SISTEM PENDUKUNG KEPUTUSAN PENERIMAAN KARYAWAN PERUMDA ANEKA USAHA PURWOREJO MENGGUNAKAN METODE SMART (SIMPLE MULTI ATTRIBUTE RATING TECHNIQUE) BERBASIS WEBSITE
Mahasinul Akhlak, Muhammad Lutfi;
Chalwani, Muhammad;
Astuti, Dwi
TRANSFORMASI Vol 20, No 1 (2024): TRANSFORMASI
Publisher : STMIK BINA PATRIA
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DOI: 10.56357/jt.v20i1.402
The aim of the research is to design and build a Decision Support System for Employee Recruitment at Perumda Aneka Usaha Purworejo Using the SMART (Simple Multi Attribute Rating Technique) Method Based on a Website with the PHP programming language and MySQL database which can provide fast, precise and accurate information. The research methodology used is the Design Thinking method approach. Design thinking is a methodology carried out through deep understanding (insight) into customers or users to find solutions to problems or ideas for improvement opportunities. Design thinking consists of 5 stages, namely: exploration (empathize), identification (define), ideation (ideate), visualization (prototype) and evaluation (test). The design used in this research is a UML (Unified Modeling Language) construction. UML has graphic diagrams including use case diagrams, class diagrams, activity diagrams, sequence diagrams, and statechart diagrams. The results of user evaluation found that the average score obtained was 8.4 from the maximum average score of 10. The average score of 1.6 was not achieved because there was no automatic feature available to fill in the parameters and criteria so that the Employee Recruitment Decision Support System Perumda Aneka Usaha Purworejo Using the SMART Method (Simple Multi Attribute Rating Technique) can support HRD in making decisions in determining new employees for Perumda Aneka Usaha Purworejo more effectively, objectively and transparently.
SEGMENTASI PELANGGAN MENGGUNAKAN METODE DBSCAN UNTUK MENDETEKSI POLA BELANJA
Handayani, Riska Dwi;
Astuti, Dwi;
Priyoatmoko, Wahyu;
Kapti, Kapti
TRANSFORMASI Vol 21, No 1 (2025): TRANSFORMASI
Publisher : STMIK BINA PATRIA
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DOI: 10.56357/jt.v21i1.439
Customer segmentation is one approach used to identify customer characteristics. Accurate segmentation allows companies to personalize offers, increase customer retention and optimize marketing costs. The purpose of this study is to group customer characteristics of a retail company using the DBSCAN (Density-Based Spatial Clustering of Applications with Noise) method. The DBSCAN method does not require initial determination of the number of clusters, is able to recognize clusters with irregular shapes and can identify outliers or customers with extreme patterns. The dataset used is an external dataset obtained from Kaggle. The dataset contains customer personalization analysis with a total of 2,240 rows and 29 columns. The results of the study show that the DBSCAN method can produce an eps value of 1.2 and produce the highest Silhouette Score of 0.080 with 4 clusters formed. Visualization of segmentation results with PCA dimension reduction techniques into two dimensions to facilitate interpretation. The PCA visualization produces 5 clusters, each of which represents its respective customer group. Thus, this approach offers an adaptive segmentation alternative that is more sensitive to complex behavioral patterns.Keywords : Customer segmentation, DBSCAN, shopping patterns, silhouette scorem, PCA
Determining Promotional Package Recommendations Using the Frequent Pattern Growth Algorithm at The Java Cafe
Astuti, Dwi;
Samsinar, Samsinar
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol. 12 No. 3 (2023): NOVEMBER
Publisher : ISB Atma Luhur
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DOI: 10.32736/sisfokom.v12i3.1904
Data analysis and processing is very important to support business development. One example is The Javanese Café which requires analysis and processing to determine promotional menu package recommendations. To carry out data analysis and processing, of course you need technology to make these activities easier. The technology that can be used to overcome this problem is data mining. Data mining has an association rule method which functions to form association patterns. Researchers also use the FP-Growth algorithm to speed up the data processing process. The sales transaction data processing resulted in 14 association patterns with the highest confidence values and 9 menu items with the lowest support values. Then the results were analyzed again and produced 4 recommendations for promotional menu packages that could be used to support product marketing strategies.
Penyusunan Panduan Sosialisasi Dan Literasi Ekonomi Kreatif Kabupaten Bengkalis
Astuti, Dwi;
Dwi Astari, Yanisha;
Sunarto, Nazrantika
TANJAK : Jurnal Pengabdian Kepada Masyarakat Vol 5 No 1 (2024): TANJAK : Jurnal Pengabdian Kepada Masyarakat
Publisher : P3M Politeknik Negeri Bengkalis
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DOI: 10.35314/gq5dps25
Tujuan kegiatan pengabdian ini adalah untuk melakukan penyusunan panduan sosialisasi dan literasi ekonomi kreatif Kabupaten Bengkalis. Ekonomi kreatif adalah sebuah konsep yang menempatkan kreativitas dan pengetahuan sebagai aset utama dalam menggerakkan ekonomi. Berdasarkan hasil diskusi tim pengusul dengan bagian Perekonomian Sekretariat Daerah Pemerintah Kabupaten Bengkalis pada bulan Januari 2023 dapat identifikasi permasalahan dalam pengembangan ekonomi kreatif adalah belum adanya standar pelaksanaan teknis kegiatan sosialisasi pelaku ekonomi kreatif dan dari segi kualitas dan kuantitas pelaku usaha yang belum memadai untuk mendukung dalam menghasilkan produk kreatif menggunakan ide-ide inovatifnya. Metode yang digunakan pada pelaksanaan pengabdian ini adalah diskusi awal dengan bagian Perekonomian Sekretariat Daerah Pemerintah Kabupaten Bengkalis, melakukan penyusunan panduan sosialisasi dan literasi ekonomi kreatif, selanjutnya perlu masukan dan saran dari dinas terkait lainnya dan Lembaga Gerakan Ekonomi Kreatif Nasional (Gekrafs) Kabupaten Bengkalis dan Generasi Pesona Indonesia (GenPi) Kabupaten Bengkalis. Hasil yang dicapai dalam pengabdian ini adalah tersusunnya panduan sosialisasi dan memberikan literasi ekonomi kreatif kepada pelaku ekonomi kreatif di Kabupaten Bengkalis sehingga mereka dapat memiliki knowledge, comprehension, dan application tentang ekonomi kreatif serta diharapkan dapat saling berkoordinasi dan bekerjasama antar instansi pemerintah, pelaku ekonomi kreatif dan institusi Pendidikan dalam menjalankan sektor-sektor ekonomi kreatif daerah.
Female Worker Balance: Social Media Balance and Family Support
Badrianto, Yuan;
Astuti, Dwi
Jurnal Multidisiplin Madani Vol. 3 No. 10 (2023): October, 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL
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DOI: 10.55927/mudima.v3i10.6513
This study examines the influence of social media balance and family support on the balance of female workers in the Bekasi area. The population in this study involved women who work in various sectors and are active on social media. A total of 96 respondents were selected through random sampling method from various social media user community groups. Data was collected through questionnaires distributed online, relying on a Likert scale to assess respondents' perceptions. Analysis was conducted using Partial Least Squares Structural Equation Modeling (PLS-SEM) with the Smart PLS program. Results show that social media use balance and family support have a significant influence on female workers' work-life balance. The findings highlight the importance of effective time management on social media platforms and the role of family support as key factors in achieving balance between work demands and domestic responsibilities. This research provides important insights for companies, HR practitioners, and policy makers to develop initiatives and programs that support the well-being of female workers, especially in the context of increased pressure from social media and the need for ongoing family support
The Influence of Moral Disengagement and Peer Support on Cyberbullying Behavior
Astuti, Dwi;
Suwandi
Jurnal Multidisiplin Madani Vol. 3 No. 11 (2023): November, 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL
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DOI: 10.55927/mudima.v3i11.6927
This study aims to examine the influence of moral disengagement and peer support on cyberbullying behavior among adolescents. The population in this study are all adolescents who have Instagram accounts and are in the adolescent development stage in the Jabodetabek area. The research sample consisted of 78 adolescents aged 15-18 years who actively use Instagram social media accounts. The data collection method was conducted through an online survey using a questionnaire distributed randomly to teenagers in the Jabodetabek area. Data processing was carried out using Partial Least Squares Structural Equation Modeling (PLS-SEM) analysis through Smart PLS software. The results showed that moral disengagement has a significant influence on cyberbullying behavior. Adolescents with high levels of moral disengagement tend to have more frequent cyberbullying behavior. Furthermore, this study also found that peer support has a significant effect on cyberbullying behavior. In this case, positive social support from peers can reduce the tendency of cyberbullying behavior, while negative support can actually increase this behavior. This study provides new insights into the factors that influence cyberbullying behavior among adolescent Instagram users. The findings can be used as a basis for the development of interventions aimed at reducing cyberbullying behavior among adolescents, as well as providing recommendations for relevant stakeholders to design effective prevention programs
Hubungan antara Pengetahuan dan Sikap Warga dengan PHBS di RW 06 Kelurahan Semanggi Kota Surakarta
Muthoifa, Muthoifa;
Astuti, Dwi
World Health Digital Journal Vol. 1 No. 1 (2025)
Publisher : Institute of Advanced Knowledge and Science
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DOI: 10.31004/wolgitj.v1i1.1
Perilaku Hidup Bersih dan Sehat (PHBS) adalah sekumpulan perilaku yang dipraktikkan oleh individu, keluarga, dan masyarakat secara sadar untuk menjaga dan mengoptimalkan kesehatan. PHBS di tatanan rumah tangga yang buruk dapat berdampak negatif pada kesehatan dan kesejahteraan keluarga serta lingkungan. Warga memiliki peran krusial dalam penerapan gaya hidup sehat karena perubahan perilaku dimulai dari kesadaran dan tindakan individu serta keluarga. Berdasarkan survei PHBS rumah tangga di Jawa Tengah yang dilaporkan Dinas Kesehatan, terdapat penurunan dalam proporsi rumah tangga yang dipantau. Penurunan dalam pemantauan perlu menjadi perhatian untuk meningkatkan kesadaran masyarakat tentang pentingnya PHBS. Penelitian ini bertujuan untuk mengetahui hubungan antara pengetahuan dan sikap warga terhadap Perilaku Hidup Bersih dan Sehat (PHBS) di Kelurahan Semanggi Kota Surakarta. Jenis penelitian yang digunakan kuantitatif dalam bentuk survei yang bersifat observasional dengan metode pendekatan cross-sectional dengan populasi warga Kelurahan Semanggi. Sampel yang digunakan pada penelitian ini adalah 100 warga RW 06. Analisis data menggunakan Uji Chi-square. Hasil penelitian menunjukkan bahwa tidak ada hubungan antara pengetahuan dengan PHBS warga RW 06 Kelurahan Semanggi (p-value 0,480) dan tidak ada hubungan antara sikap dengan PHBS warga RW 06 Kelurahan Semanggi (p-value 0,107). Dalam penelitian ini ditemukan kesimpulan bahwa pengetahuan dan sikap cenderung tidak memiliki pengaruh pada PHBS. Meskipun memiliki sikap positif, sikap tersebut tidak menentukan PHBS masyarakat. Hal ini mengungkapkan bahwa ada faktor lain yang turut memengaruhi kemampuan dan kemauan masyarakat untuk mengimplementasikan PHBS dalam kehidupan sehari-hari
Analisis Ketercukupan Perencanaan Pembelajaran Guru Sesuai Tuntutan Kurikulum 2013 Dan Kemampuan Berpikir Kritis pada Materi Sistem Pernapasan
Astuti, Dwi;
Masykuri, Mohammad;
Maridi, M
Prosiding SNPBS (Seminar Nasional Pendidikan Biologi dan Saintek) 2020: Prosiding SNPBS (Seminar Nasional Pendidikan Biologi dan Saintek)
Publisher : Universitas Muhammadiyah Surakarta
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Kemampuan berpikir kritis merupakan kompetensi penting untuk menguasai materi sistem pernapasan. Salah satu bentuk adaptasi guru terhadap materi tersebut adalah guru harus memiliki kemampuan dalam merencanakan pembelajaran. Tujuan penelitian ini adalah menganalisis ketercukupan perencanaan pembelajaran guru sesuai tuntutan kurikulum 2013 dan ketercukupan kemampuan berpikir kritis pada materi sistem pernapasan. Data kesesuaian kurikulum 2013 dipeoleh dari penilaian rencana pembelajaran (RPP) guru dan wawancara, data kemampuan berpkiri kritis diperoleh dari observasi dan wawancara Data yang diperoleh kemudian dianalisis secara deskriptif kualitatif. Hasil analisis menunjukkan bahwa ketercukupan perencanaan pembelajarn guru sesuai tuntutan dengan kurikulum 2013 sebesar 75% dengan kriteria baik, ketercukupan kemampuan berpikir kritis sebasar 67,6% dengan kriteria sedang. Dengan demikian ketercukupan RPP guru materi sistem pernapasan terhadap kurikulum 2013 adalah baik dan ketercukupan kemampuan berpikir RPP guru materi sistem pernapasan adalah sedang.