E-Journal Universitas Muhammadiyah Semarang
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KLASIFIKASI MOTIF BATIK INDONESIA MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK (CNN)
No full text Batik is one of Indonesia’s cultural heritages, known for its diverse motifs, patterns, and colors, and has been recognized by UNESCO as an intangible cultural heritage of humanity. Despite this recognition, efforts to promote and preserve batik, particularly among younger generations and the global community, continue to face significant challenges. This study aims to develop a web-based Indonesian batik motif classification system utilizing machine learning technology, specifically Convolutional Neural Networks (CNN) with the EfficientNetB0 architecture. The system is designed to identify and classify 20 batik motif classes based on visual characteristics such as patterns, colors, and shapes. Through this interactive web-based platform, users can explore and learn about different types of batik, thereby fostering greater understanding and appreciation of this cultural heritage. The training process demonstrated notable improvements in accuracy, with the final model achieving a test accuracy of 82.5% and an average precision, recall, and F1-score of approximately 0.83. These results indicate that the developed system holds substantial potential for digital batik preservation and promotion, serving as an effective educational tool for a wider audience in the era of information technology
PENINGKATAN BREASTFEEDING EFICACY IBU HAMIL DAN KELUARGANYA MELALUI KONSELING DI PUSKESMAS TLOGOSARI WETAN SEMARANG
Get PDFAngka kematian bayi di Indonesia pada tahun 2020 dalam kategori tinggi. Memberikan ASI Eksklusif dapat menurunkan angka kematian bayi akibat infeksi sebesar 88%. Ibu hamil dan keluarga perlu dipersiapkan sejak dini, supaya dapat memberikan ASI eksklusif kepada bayinya setelah melahirkan. Konseling sebagai salah satu metode yang sesuai untuk untuk meningkatkan breastfeeding eficacy ibu dan dukungan keluarganya. Tujuan pengabdian adalah memberikan konseling breastfeeding eficacy pada ibu hamil dan keluarganya untuk meningkatkan pemberian ASI Eksklusif. Pelaksanaan kegiatan pada tanggal 08 Agustus 2023 di Puskesmas Tlogosari Wetan, Kota Semarang. Peserta adalah Ibu hamil yang periksa dan dirujuk konseling sejumlah 27 ibu. Setelah peserta registrasi, diberikan pre-test. Konseling kepada ibu dan keluarga dilakukan oleh dua konselor menyusui yang telah mengikuti pelatihan konselor menyusui 40 jam standar WHO memberikan konseling kepada ibu hamil dan keluarganya dalam kurun waktu 15 - 20 menit. Peserta yang telah mendapatkan konseling akan mengisi post tes. Rata - rata usia ibu 29 tahun, usia kehamilan rata - rata 7 bulan. Sebagian besar ibu (33.3%) maupun suami (51.9%) berpendidikan SMA. Rata - rata pengetahuan awal ibu 69.7%, setelah mendapatkan konseling meningkat menjadi 78.96%. Konseling pemberian ASI eksklusif bisa dilakukan kepada ibu sejak hamil trisemester tiga
The Influence of Shopping Value, Promotions and Customer Satisfaction on Repurchase Intention
Get PDFThis study explores the impact of shopping values, promotional activities, and customer satisfaction on the repurchase intentions of female clothing consumers. The study focuses on a sample of female clothing consumers. It tests several hypotheses—450 consumers filled out the form. The research utilizes both exploratory and explanatory approaches. The individual background variables significantly impact female consumers' perception of shopping value. Furthermore, shopping value, promotion activities, and consumers' satisfaction positively and significantly affect consumers' repurchase intention. In addition, promotion activities had a positive effect on repurchase intention. This study provides a new perspective for understanding the shopping behavior of female consumers. It provides a theoretical basis for enterprises to develop more precise marketing strategies. By optimizing the layout of business districts, adjusting product positioning, and improving shopping satisfaction and other measures, enterprises can effectively promote the repurchase behavior of female consumers and then enhance market competitiveness
Analisis Perbandingan Antara Model Mask R-CNN dan SSD dalam Mendeteksi Objek Kursi
Get PDFDetection is a process of inspecting or examining an object or image to be studied or understood using a specific method. In this research, a comparison is made between the Mask R-CNN model and the Single Short Detection (SSD) model in detecting an image object. In this case, the goal is to determine which method is better in detecting an image. To achieve a high score, training and testing are required. During testing, it was found that both the Mask R-CNN and SSD models almost have the same score, reaching 0.903. The difference lies in the Intersection over Union (IoU) part, where the Mask R-CNN model obtained an IoU of 0.000, and the SSD model obtained an IoU of 0.577
Pola Kemitraan Corporate Social Responsibility PT Sido Muncul Dalam Program ‘Desa Buah dan Rempah’ Di Desa Gudangharjo, Kecamatan Paranggupito, Kabupaten Wonogiri
Get PDFCSR Sido Muncul bekerja sama dengan Pemerintah Daerah Kabupaten Wonogiri melalui program kemitraan termasuk program 'Desa Buah dan Rempah' di Desa Gudangharjo. Tujuan dari penelitian ini adalah: (1) Menganalisis pola kemitraan; (2) Mengetahui bagaimana pelaksanaan kemitraan CSR yang dilakukan oleh perusahaan dan masyarakat; (3) Mengetahui sejauh mana dampak kemitraan dalam aspek ekonomi dan sosial pada program 'Desa Buah dan Rempah' di Desa Gudangharjo, Kecamatan Paranggupito, Kabupaten Wonogiri. Metode dasar penelitian yang digunakan adalah kualitatif dengan analisis deskriptif. Lokasi penelitian dipilih secara purposive di Desa Gudangharjo, Kecamatan Paranggupito, Kabupaten Wonogiri, yang merupakan daerah lokasi program CSR dari Sido Muncul. Penentuan informan melalui purposive sampling dan snowball sampling. Teknik pengumpulan data melalui wawancara, observasi, pencatatan langsung dan dokumentasi. Analisis data menggunakan analisis interaktif Miles dan Huberman dan keabsahan data menggunakan triangulasi metode dan sumber. Hasil penelitian menunjukkan bahwa awal mula kemitraan terbentuk karena Desa Gudangharjo memiliki potensi pengembangan cabai Jawa. Kemitraan ini dimulai dengan fokus pada Desa Gudangharjo untuk mengembangkan potensi cabai Jawa. Pola kemitraan yang dibentuk adalah pola kemitraan subkontrak. Program ini didukung oleh berbagai pihak. Program tersebut masih berjalan hingga saat ini, namun intensitasnya berkurang. Dampak kemitraan dalam program Kampung Buah dan Rempah dapat dilihat melalui dampak ekonomi dan dampak sosial
Karakteristik Penyuluh dan Karakteristik Inovasi Cyber Extension di Kabupaten Bima
Get PDFCSR Sido Muncul bekerja sama dengan Pemerintah Daerah Kabupaten Wonogiri melalui program kemitraan termasuk program 'Desa Kabupaten Dompu, Nusa Tenggara Barat. Metode dasar penelitian yang digunakan adalah kuantitatif. Penentuan lokasi dilakukan secara individu melalui purposive sampling pada 7 Balai Penyuluhan Pertanian (BPP) di Kabupaten Bima, yaitu Wawo, Palibelo, Woha, Monta, Belo, Bolo, dan Madapangga. Pengambilan sampel dilakukan dengan menggunakan teknik sensus, sebanyak 80 orang penyuluh pertanian. Analisis data menggunakan statistik deskriptif dengan IBM SPSS 25. Jenis data yang digunakan adalah kualitatif dan kuantitatif, yang bersumber dari data primer dan sekunder. Teknik pengumpulan data yang digunakan adalah observasi, wawancara, dan Google Form. Variabel dalam penelitian ini adalah karakteristik penyuluh: usia, pendidikan formal, pendidikan non-formal, dan karakteristik inovasi penyuluhan siber. Hasil penelitian menunjukkan bahwa: (1) mayoritas PPL di Kabupaten Bima (57,5%) berusia muda (30-39 tahun). (2) mayoritas PPL di Kabupaten Bima (61,25%) berpendidikan cukup tinggi (Diploma III). (3) mayoritas PPL di Kabupaten Bima (36,25%) mengikuti penyuluhan dengan baik (2 kali/tahun)
AI-Based Writing Assessment in Second Language Context: A Bibliometric Analysis of Trends in Coherence and Cohesion
Get PDFThe use of AI-based writing assessment in language education is growing rapidly, offering both opportunities and challenges in evaluating second language writing (L2). While these tools are increasingly common, most still focus on surface-level accuracy, such as grammar and spelling, and often overlook discourse-level elements like coherence and cohesion. These features are essential for L2 learners to produce texts with logical flow and organization. This study investigates research trends in AI-driven assessment of L2 writing from 2020 to 2025 through a bibliometric analysis of 332 articles retrieved from databases such as Scopus, JSTOR, ScienceDirect, and Emerald Insight. The analysis followed five key steps: setting objectives, selecting and cleaning data, performance analysis, keyword co-occurrence mapping, and interpretation. VOSviewer software was used to visualize thematic patterns and identify research gaps. Findings show a significant increase in AI-related research within language learning, yet coherence and cohesion remain underrepresented. Most studies emphasize technological aspects, such as system efficiency, tool development (e.g., ChatGPT), and AI innovation, rather than deeper writing features. The keyword analysis confirms this imbalance, highlighting a disconnect between research focus and educational priorities. This study calls for closer collaboration among educators, linguists, and AI developers to ensure assessment tools align with writing pedagogy. By mapping existing research trends and revealing neglected areas, this study contributes to improving AI-based writing assessment tools to better support meaning-making, structure, and clarity in second language writing
Terapi Isometric Quadricep untuk Menurunkan Nyeri Sendi pada Lansia yang Mengalami Osteo Arthritis di Wilayah Desa Sumberejo
No full textOsteoarthritis yang merupakan penyakit tulang dan sendi yang sering terjadi karena proses menua. Salah satu terapi yang dapat digunakan untuk menurunkan nyeri sendi pada subjek osteoarthritis adalah terapi Isometric Quadriceps. Terapi tersebut merupakan terapi statis otot quadricep tanpa menimbulkan gerakan yang bisa menimbulkan nyeri sendi. Tujuan dari studi kasus ini adalah untuk mengetahui pengaruh terapi isometric quadricep guna untuk menurunkan nyeri sendi pada pasien osteoarthritis pada lansia di desa Sumberejo. kec. Mranggen, kab. Demak. Metode yang digunakan pada studi kasus ini adalah pendekatan pre-test dan post-test melalui asuhan keperawatan. Subyek 2 lansia yang mengalami nyeri sendi karena osteoarthritis. Pengkajian nyeri menggunakan Numerical Rating Scale (NRS) sebelum dan sesudah diberikan terapi isometric quadricep selama 5 hari berturut-turut dengan frekuensi 1x sehari selama 10 menit, kemudian dilakukan evaluasi dengan mengukur tingkat nyeri. Hasil pengukuran terdapat penurunan skala nyeri sendi yang dibuktikan ke dua subjek sebelum diberikan terapi skala nyeri 6 dan 5 setelah diberikan terapi kedua subjek skala nyeri menurun menjadi 4. Hal tersebut membuktikan bahwa terapi isometric quadricep dapat menurunkan nyeri pada penderita osteoarthritis. Berdasarkan hasil studi kasus dapat disimpulkan bahwa terapi isometric quadricep dapat menurunkan skala nyeri pada penderita Osteoarthritis
Profitability, Public Ownership and Environmental Performance: Determinants of Corporate Social Responsibility In Indonesian
Get PDFThis study examines how Profitability, Public Ownership, and Environmental Performance affect Corporate Social Responsibility (CSR) in manufacturing companies listed on the Indonesia Stock Exchange from 2021 to 2023. The sample consists of ten companies from the Basic and Chemical Industry sector, using secondary data sourced from their annual financial reports available on the Indonesia Stock Exchange and official websites from 2021 to 2023. The SPSS version 25 analysis shows that Profitability and Environmental Performance significantly positively affect CSR, while Public Ownership has no significant impact on CS
Unveiling the Link Between Islamic Governance Practices and CSR Disclosure in Islamic Financial Institutions
No full textThis research aims to determine the impact of Islamic Corporate Social Responsibility disclosure by considering the proportion of audit quality, number of SSB meetings, and level of implementation of Islamic Corporate Governance. The population in this research is Sharia Banking registered with the Financial Services Authority in 2018-2022. Using a purposive sampling approach, the sample includes all items required in each variable. Then, an analysis and hypothesis testing approach was carried out using panel data regression analysis using Stata 17. The results of audit quality testing obtained a significance value of 0.02, and the test of Islamic Corporate Governance was 0.736. This shows that the audit quality and Islamic Corporate Governance variables do not affect Islamic Social Reporting. However, the research results on the variables of Sharia supervisory board meetings have a significance value of 0.104 and a positive coefficient value. This shows that Sharia supervisory board meetings positively influence Islamic corporate governance. Stakeholders have basic desires and implement accountability mechanisms to ensure good monitoring, audit quality and reporting to help achieve organizational goals. However, self-introduction with the organization cannot prove commitment to better Sharia principles. This research also provides insight into indicators that need to be applied to Sharia banking and by Islamic principles in Sharia banking management