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All Journal Jurnal Konseling dan Pendidikan Bulletin of Electrical Engineering and Informatics JUSIFO : Jurnal Sistem Informasi Proceeding SENDI_U Jurnal Manajemen Kesehatan Indonesia AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat Jurnal Rekam Medis dan Informasi Kesehatan Media Ilmu Kesehatan KACANEGARA Jurnal Pengabdian pada Masyarakat Humaniora Kumawula: Jurnal Pengabdian Kepada Masyarakat Journal of Telenursing (JOTING) Jurnal Abdi Insani Jurnal Pengabdian kepada Masyarakat Nusantara Journal of Community Development and Disaster Management Analisa: Journal of Social Science and Religion Jurnal Pendidikan Indonesia (Japendi) ITIJ Jurnal Pembelajaran dan Ilmu Pendidikan Jurnal Terapan Pendidikan Dasar dan Menengah Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan
Retnowati Retnowati
Mahasiswa Program Studi Teknologi Pendidikan Pascasarjana UNS
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MFEP-Based Evaluation of Public Information Governance with Socio-Technical and Data Lifecycle Perspectives Retnowati, Retnowati; Eko Nur Wahyudi; Purwatiningtyas
Information Technology International Journal Vol. 3 No. 1 (2025): Information Technology International Journal
Publisher : Magister Teknologi Informasi UPN "Veteran" Jawa Timur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/itij.v3i1.52

Abstract

In the era of public information disclosure, public information management is essential for transparency, accountability, and citizen participation. This study assesses eight Public Information Management Officers (PPID) in Central Java, Indonesia, utilizing 21 variables measured by a Multi-Factor Evaluation Process (MFEP) based on Data Lifecycle Management (DLM) and Socio-Technical Systems (STS). Data was collected using Likert-scale questionnaires, and performance was assessed using Evaluation Weight Value (EWV) and Total Evaluation Weight (TEW). The results suggest that technology-related indicators outperformed human competency and regulatory compliance. "Use" and "Disposal" were the DLM phases with the worst performance, demonstrating deficiencies in data accountability and infrastructure. In STS, the "People" dimension lagged, emphasizing the need for capacity building. The findings indicate that, while digital infrastructure is robust, governance and human resource development require strengthening. Strategic improvements in underperforming sectors are suggested to strengthen public information governance.
Enhancing skin cancer detection using transfer learning and AdaBoost: a deep learning approach Listiyono, Hersatoto; Retnowati, Retnowati; Purwatiningtyas, Purwatiningtyas; Nur Wahyudi, Eko; Maskur, Ali
Bulletin of Electrical Engineering and Informatics Vol 14, No 5: October 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i5.10379

Abstract

Skin cancer is one of the most prevalent types of cancer worldwide, with early detection playing a critical role in improving patient outcomes. In this study, we propose a deep learning model based on LeNet-7 combined with adaptive boosting (AdaBoost) to classify skin lesions as either benign or malignant using the International Skin Imaging Collaboration (ISIC) dataset. We evaluate the proposed model alongside other well-established deep learning architectures, such as residual network (ResNet), VGGNet, and the traditional LeNet model, through various performance metrics including precision, recall, F1-score, specificity, Matthew’s correlation coefficient (MCC), area under the receiver operating characteristic curve (AUC-ROC), and testing accuracy. Our results demonstrate that the proposed model (LeNet-7+AdaBoost) significantly outperforms the other models, achieving a testing accuracy of 91.3%, precision of 0.92, recall of 0.91, and AUC-ROC of 0.93. The model successfully addresses issues of overfitting and generalization, providing a robust solution for skin cancer classification. However, some misclassifications of visually similar benign and malignant lesions highlight areas for future improvement. The proposed model shows promise in real-world medical applications and paves the way for further research into optimizing deep learning models for skin cancer detection.
Pembekalan dan Persiapan Masuk Dunia Industri bagi Siswa – Siswi SMK Islamic Centre Baiturrahman Semarang Budi Setiawan, Mulyo; Retnowati, Retnowati; Mulyani, Sri; Hari Santoso, Ignatius
Jurnal Pengabdian kepada Masyarakat Nusantara Vol. 5 No. 2 (2024): Jurnal Pengabdian kepada Masyarakat Nusantara (JPkMN)
Publisher : Lembaga Dongan Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55338/jpkmn.v5i2.3110

Abstract

Pengabdian kepada masyarakat ini diyakini memiliki dampak yang sangat signifikan bagi para pelajar yang saat ini sedang menempuh pendidikan di tingkat SMK terutama yang memiliki program studi Keuangan dan Perbankan baik konvensional maupun syariah. Tujuan dari pengabdian kepada masyarakat ini adalah untuk memberikan persiapan kepada siswa – siswi SMK yang akan memasuki DIDUKA keuangan dan perbankan di Indonesia dalam bentuk pemahaman akan pentingnya well groom atau berpenampilan secara profesional serta keahlian teknis dalam memahami core banking system yang terkini dan sesuai dengan dunia kerja. Kegiatan pengabdian kepada masyarakat khususnya bagi siswa – siswi SMK perlu dilakukan secara kontinyu dengan mengangkat topik yang berbeda agar siswa – siswi SMK mendapatkan bekal yang lebih baik dalam memasuki dunia industri dan dunia kerja. Hasil dari kegiatan pengabdian ini, siswa – siswi menjadi lebih paham mengenai persiapan memasuki dunia kerja khususya di industri perbankan, serta dapat mengimplementasikan konsep well groom dalam dunia perbankan. Simpulan dari kegiatan ini adalah pentingnya kegiatan sharing pengalaman dan ilmu – ilmu praktis yang dimiliki oleh tim dosen dalam mempersiapkan siswa – siswi SMK Islamic Centre Baiturrahman dalam menghadapi persaingan kerja.
Peningkatkan Kemampuan Menulis Narative Text melalui Pendekatan Model Pembelajaran Contextual Teaching and Learning pada Kelas IX-B SMP N 1 Karangrejo Semester 2 Tahun Pelajaran 2018/2019 Retnowati, Retnowati
Jurnal Pembelajaran dan Ilmu Pendidikan Vol 2 No 3 (2022): Volume 2, Nomor 3, Agustus 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Nahdlatul Ulama Blitar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/jpip.v2i3.474

Abstract

Tujuan dari penelitian ini yakni untuk meningkatkan keaktifan siswa dan juga hasil prestasi belajar siswa yang bisa dilihat dari nilai ketuntasan siswa kelas IX-B SMP N 1 Karangrejo semester 2 tahun pelajaran 2018/2019 dengan adanya pendekatan model pembelajaran contextual teaching and learning menulis narative text. Hal ini dilatarbelakangi dengan rendahnya nilai siswa pada materi tersebut dikelas. Oleh karen aitu diperlukan penerapan pendekatan model pembelajara. Salah satu model pembelajaran yang sudah banyak diterapkan yakni metode Contextual Teaching and Learning (CTL). Metode yang digunakan dalam penelitian yakni penelitian tindakan menggunakan 2 siklus dan masng – masing siklus ada 4 tahapan. Hasil penelitia menunjukkan jika penerapan model pembelajaran CTL dapat meningkatkan keaktifan siswa dan juga nilai ketuntasan siswa kelas IX-B SMP N 1 Karangrejo semester 2 tahun pelajaran 2018/2019 dalam belajar menulis narative text. Pada siklus I nilai ketuntasan siswa mencapai 73,3% dan pada siklus II nilai ketuntasan siswa meningkat menjadi 90,0%.
Peningkatan Keterampilan Menulis Report text Melalui Pendekatan Keterampilan Proses di Kelas IX-F SMP Negeri 1 Karangrejo Tulungagung Semester 1 Tahun pelajaran 2019/2020 Retnowati, Retnowati
Jurnal Terapan Pendidikan Dasar dan Menengah Vol 2 No 3 (2022): Volume 2, Nomor 3, September 2022
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Nahdlatul Ulama Blitar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/jtpdm.v2i3.533

Abstract

Penelitian yang telah dilakukan ini bertujuan untuk meningkatkan keterampilan menulis report text dengan pendekatan keterampilan proses di kelas IX-F SMP Negeri 1 Karangrejo Tulungagung Semester 1 Tahun pelajaran 2019/2020. Penelitian ini dilatarrbelakangi denggan hasil belajar siswa yang masih rendah dalam menulis report text. Penelitian menggunakan penelitian tindakan dengan 2 siklus penelitian. Setiap siklusnya dimulai dengan perencanaan, tindakan, observasi dan refleksi. Hasil penelitian menunjukkan jika pendekatan keterampilan proses di kelas IX-F SMP Negeri 1 Karangrejo Tulungagung Semester 1 Tahun pelajaran 2019/2020 dapat meningkatkan keterampilan menulis reprt text siswa. Pada siklus I didapatkan hasil jika ketuntasan siswa sebanyak 67,7% dan pada siklus II meningkat menjadi 93,5%.
Referral System of the BPJS Patient at the Halmahera Community Health Center Semarang City Kafrawi, Aulia Putri; Eliyah, Eliyah; Retnowati, Retnowati
Jurnal Rekam Medis dan Informasi Kesehatan Vol. 7 No. 2 (2024): OKTOBER 2024
Publisher : Poltekkes Kemenkes Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31983/jrmik.v7i2.12218

Abstract

Implementation of SISRUTE in Health Centers needs to be a priority in the implementation of RME, there is a discrepancy between the implementation of SISRUTE in Halmahera Health Center and the applicable provisions. This study to describe the implementation of SISRUTE in Halmahera Health Center, Semarang City from the aspects of human, organization, technology, net-benefit. This research using the HOT-Fit method, data collection through observation and interviews. Human aspect, the owner of the SISRUTE account is a doctor but is operated by nurses and midwives on duty, there has been no training to develop the ability to use SISRUTE for HR other than the account owner. Organization aspect, shows the existence of SOP and Decree of the Head of Health Center regarding the delegation of authority to use SISRUTE accounts in Health Centers. The technology aspect of SISRUTE has not been bridged with other Health Information Systems, data integration has not been created between Health Centers and Hospitals, so that referral files are still manual and require re-entry time at the Hospital. Net-benefit aspect, SISRUTE has not been a priority for referral applications so that speed, effectiveness and efficiency cannot be measured.
Optimalisasi pengelolaan desa wisata melalui pendampingan berbasis Business Model Canvas bagi masyarakat Candirejo Kabupaten Magelang Retnowati, Retnowati; Anis, Yunus; Anindita, Mira
KACANEGARA Jurnal Pengabdian pada Masyarakat Vol 7, No 1 (2024): Februari
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/kacanegara.v7i1.1834

Abstract

Deswita Candirejo menghadapi persoalan keberlangsungan hidupnya seperti melestarikan budaya lokal, keterlibatan masyarakat, infrastruktur dan fasilitas, persaingan dan diferensiasi, pemasaran dan promosi. Deswita Candirejo memerlukan dukungan pengelolaan manajemen. Pengabdian kepada masyarakat berupa pendampingan dalam bentuk workshop untuk mempertajam identifikasi potensi wisata dengan pendekatan metode Business Model Canvas (BMC). Dimensi konsep model bisnis yang diterapkan mengacu pada segmentasi pelanggan, proposisi nilai, saluran distrubusi, hubungan pelanggan, pendapatan. Tahap pendampingan adalah pendahuluan dan kajian awal, penyusunan tim, workshop, analisis & rancang ulang model bisnis, implementasi. Hasil rancang ulang dilakukan melalui analisis SWOT berdasarkan konsep BMC, yaitu kekuatan-peluang pengembangan paket wisata tematik dan pemandu berkualitas, promosi sepanjang tahun dan pemanfaatan teknologi; diversifikasi aktivitas, inovasi pengalaman wisata, pemanfaatan kemitraan dan promosi, desa wisata; mengoptimalkan kekuatan-peluang untuk menghadapi ancaman persaingan dan tabrakan musim, termasuk pemanfaatan teknologi dan kemitraan; strategi promosi khusus dan peningkatan kualitas edukasi. Hasil pendampingan berupa naskah kepada pihak berwenang sebagai pertimbangan untuk perencanaan strategis.
Pendekatan Holistik Dalam Penciptaan Logo Produk Melalui Integrasi Socio-Technical Systems dan Design Thinking Retnowati, Retnowati; Anjarsari, Vici Tiara; Wahyudi, Eko Nur; Mukti, Artin Bayu; Hardiyanti, Widhian
Jurnal Pendidikan Indonesia Vol. 6 No. 1 (2025): Jurnal Pendidikan Indonesia
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/japendi.v6i1.1568

Abstract

Penelitian ini mengintegrasikan pendekatan Socio-Technical Systems (STS) dan Design Thinking untuk menciptakan logo produk minuman herbal yang holistik dan sesuai dengan kebutuhan pengguna. Proses desain dimulai dengan tahap Empathize untuk memahami preferensi visual, nilai-nilai konsumen, dan kebutuhan informasi tentang produk alami. Tahap berikutnya melibatkan pengembangan konsep kreatif melalui brainstorming di tahap Ideate, diikuti dengan pembuatan prototipe yang diuji dalam berbagai media pada tahap Prototype. Pengujian logo dilakukan menggunakan System Usability Scale (SUS) untuk mengukur kegunaan dan kepuasan pengguna terhadap logo yang dihasilkan. Hasil penelitian menunjukkan bahwa integrasi STS dan Design Thinking secara efektif menghasilkan logo yang relevan secara estetika, fungsional, dan diterima oleh audiens target. Pendekatan ini dapat digunakan dalam proyek desain lain yang memerlukan keseimbangan antara elemen sosial dan teknis.
Mixed-methods assessment of electronic medical record implementation and its effects on medical record work units in hospital Windari, Adhani; Retnowati, Retnowati; Subinarto, Subinarto; Sugiarto, Puput
Jurnal Konseling dan Pendidikan Vol. 13 No. 3 (2025): JKP
Publisher : Indonesian Institute for Counseling, Education and Therapy (IICET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29210/1164600

Abstract

The Regulation of the Minister of Health Number 24 of 2022 mandates that all healthcare facilities in Indonesia implement Electronic Medical Records (EMR) to improve the quality and efficiency of health services. In response to this policy, this study utilized a cross-sectional mixed-methods approach to evaluate the implementation of EMR and its impact on medical record work units in a regional hospital. A total of 26 EMR users, consisting of medical record officers and relevant health workers, were selected through total sampling to provide both quantitative and qualitative data. The evaluation framework integrates the End User Computing Satisfaction (EUCS) and Technology Acceptance Model (TAM) to assess system quality, information quality, user satisfaction, and intention to continue using EMR. Quantitative findings demonstrate that information quality and system quality have strong and statistically significant relationships with intention to use EMR (p = 0.001), explaining 66.3% and 52.8% of the variance, respectively. Meanwhile, thematic analysis of qualitative data reveals that EMR enhances workflow efficiency, accelerates information retrieval, and strengthens service coordination across hospital units. However, challenges such as occasional system downtime, limited digital literacy among some users, and incomplete menu features still hinder optimal utilization. The integrated interpretation indicates that sustained user acceptance relies on the alignment between perceived usefulness and reliable system performance. This study underscores the need for continuous system refinement, structured and ongoing training, and adequate resource support to ensure EMR implementation contributes effectively to hospital service quality and digital health transformation in Indonesia.
Pendampingan Pembuatan Motif Batik Dengan Teknis Colet Di Karang Taruna Jangli Semarang: Assistance in Making Batik Motifs Using the Dabbling Technique at Karang Taruna Jangli Semarang Anisi, Yunus; Mariana, Novita; Handayani UN, Dewi; Retnowati, Retnowati
Journal of Community Development and Disaster Management Vol. 6 No. 1 (2024): Journal of Community Development and Disaster Management
Publisher : Institut Agama Islam Sunan Giri Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37680/jcd.v6i1.6128

Abstract

Semarang City is the Capital of Central Java Province, Indonesia which has a lot of potential in terms of culture, tourism, and geographical location. In terms of culture, Semarang has traditional dances such as Gambang Semarang and batik art. The colet batik motif is a technique for making batik that emerged along with the use of chemical dyes for batik. In order to introduce this technique further, mentoring was carried out for youth in the Jangli village cadet youth group by introducing the dab technique as an alternative in making batik motifs with natural dyes. The aim is to develop creativity and potential in order to be able to produce batik commodities that are unique in terms of batik motifs. The goal to be achieved is to cultivate the use of natural dyes in decorating and blocking fabric colors. This service activity was declared successful according to plan, which can be seen based on the involvement of participants and their enthusiasm while participating in the activity and can produce ethnic motifs with the dab technique to the dyeing process with natural dyes
Co-Authors Adhani Windari, Adhani Aghram, Nauval Agung Waluyo Akun Akun Ali Maskur Anak Agung Istri Sri Wiadnyani Anggri Noorana Zahra Anindita, Mira Anisi, Yunus Artin Bayu Mukti Atik Mawarni Dewi Handayani Untari Ningsih Efriadi, Yedi Eko Nur Wahyudi Eliyah, Eliyah Endang Ernawati Hardiyanti, Widhian Harsono, Yemima Sontiara Heribertus Yulianton Hersatoto Listiyono Ilyas, Arief Azhari Kafrawi, Aulia Putri Kemal N. Siregar Mulyo Budi Setiawan, Mulyo Novita Mariana Nuridzin, Dion Zein Nurizin, Dion Zein Permatasari, Anggraeni Purba, Sariaman Purwatiningtyas Purwatiningtyas Purwatiningtyas Retno Mawarti, Retno Rina Candra Noor Santi Santoso, Ignatius Hari Sariyun Naja Anwar Sri Eniyati Sri Mulyani Subinarto, Subinarto Sugiarto, Puput Vici Tiara Anjarsari Witono, A.B.M. Yati, Dwi Yunus Anis, Yunus