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All Journal NOTARIUS Jurnal Kesehatan Lingkungan indonesia Semantik Techno.Com: Jurnal Teknologi Informasi Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Abdimas PRIVATE LAW The Indonesian Accounting Review JAIS (Journal of Applied Intelligent System) Journal of Information System Journal of Development Research Sinkron : Jurnal dan Penelitian Teknik Informatika International Journal of Artificial Intelligence Research AKRUAL: Jurnal Akuntansi FENOMENA Jurnal Meta-Yuridis Voice Of Informatics Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan Jurnal Pengabdian Hukum Indonesia (Indonesian Journal of Legal Community Engagement) JPHI JURTEKSI AT-TURAS: Jurnal Studi Keislaman Jurnal Ilmu Manajemen dan Akuntansi Terapan Indonesian Journal of Advocacy and Legal Services Abdimasku : Jurnal Pengabdian Masyarakat Seminar Nasional Hukum Universitas Negeri Semarang Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Bisnis Mahasiswa An Nawawi Audito Comparative Law Journal (ACLJ) Abimanyu: Journal of Community Engagement Jurnal Multidisiplin Dehasen (MUDE) Al-Istinbath: Jurnal Hukum Islam Proceeding International Conference on Malay Identity Al-Musyrif : Jurnal Bimbingan dan Konseling Islam Managere: Indonesian Journal of Educational Management Amsir Accounting & Finance Journal JUDIKAT: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat Kesehatan Indonesia FENOMENA: Journal of Social Science Journal of Law and Legal Reform Jurnal Pengabdian Hukum Indonesia Indonesian Journal of Advocacy and Legal Services Journal of Business and Information System
Pujiono Pujiono
Fakultas Ilmu Komputer, Universitas Dian Nuswantoro Semarang
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Analisis Metode Happy When Sick (HWS) dalam Bimbingan Rohani di Rumah Sakit Pujiono, Pujiono; Haryanto, Budi
Al Musyrif: Jurnal Bimbingan dan Konseling Islam Vol 7 No 1 (2024): April
Publisher : Program Studi Bimbingan dan Konseling Islam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38073/almusyrif.v7i1.1744

Abstract

Along with the times and the complexity of the problems faced by humans, especially those who are facing illness, the problems of patients in hospitals are not only physical but also psychological, such as anxiety. Therefore, spiritual guidance is considered important to support the healing process by helping patients accept their condition with sincerity, patience and trust. An effective method is needed so that the aims and objectives of achieving healing, both physical and spiritual, can be achieved. This study aims to analyze the effectiveness of the HWS (Happy When Sick) method in Islamic spiritual guidance at Muhammadiyah Hospital using qualitative descriptive methods. Data was collected through observation and in-depth interviews, then analyzed using the interactive model of Miles, Huberman, and Saldana. The results show that the application of the HWS method has a positive impact on the psychological and spiritual condition of patients from various generations, families and medical personnel. Patients show increased calm, enthusiasm for worship, and optimism regarding recovery, as well as reduced anxiety and increased compliance with medical recommendations. This research recommends the integration of holistic and adaptive spiritual guidance methods to optimally support patients' physical and spiritual health.
PREDICTING OF BREAST CANCER RISK USING MACHINE LEARNING WITH FEATURE SELECTION THROUGH XGBOOST Al Azhar, Cahya Mutiara; Pujiono, Pujiono
JURTEKSI (Jurnal Teknologi dan Sistem Informasi) Vol 11, No 2 (2025): Maret 2025
Publisher : Universitas Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v11i2.3661

Abstract

Abstract: Breast cancer is the leading cause of death for women globally, exacerbated by late detection. This study proposes a breast cancer risk prediction framework using XGBoost with SelectKBest feature selection. It aims to improve the accuracy and efficiency of early detection through exploratory data analysis, coding, SMOTE to address class imbalance, and feature selection (k=29). As a result, the XGBoost model achieved 98.1% accuracy, 98.1% recall, 98.1% f1-score, and 98.2% precision on test data, highlighting the importance of feature selection. These results are promising in patient prioritization (triage) for further examination, helping medical personnel identify high-risk patients, thus improving resource allocation efficiency. These findings validate SelectKBest and pave the way for the development of a machine learning-based clinical decision support system for breast cancer early detection workflows. This research contributes significantly to the application of machine learning to support early breast cancer detection.            Keywords: breast cancer; feature selection; machine learning; risk prediction; XGBOOST.  Abstrak: Kanker payudara menjadi penyebab utama kematian wanita global, diperparah deteksi yang terlambat. Penelitian ini mengusulkan kerangka prediksi risiko kanker payudara menggunakan XGBoost dengan seleksi fitur SelectKBest. Tujuannya meningkatkan akurasi dan efisiensi deteksi dini melalui analisis data eksploratif, pengkodean, SMOTE untuk mengatasi ketidakseimbangan kelas, dan seleksi fitur (k=29). Hasilnya, model XGBoost mencapai akurasi 98.1%, recall 98.1%, f1-score 98.1%, dan presisi 98.2% pada data uji, menyoroti pentingnya seleksi fitur. Hasil ini menjanjikan dalam penentuan prioritas pasien (triage) untuk pemeriksaan lebih lanjut, membantu tenaga medis mengidentifikasi pasien berisiko tinggi, sehingga meningkatkan efisiensi alokasi sumber daya. Temuan ini memvalidasi SelectKBest dan membuka jalan bagi pengembangan sistem pendukung keputusan klinis berbasis machine learning untuk alur kerja deteksi dini kanker payudara. Penelitian ini berkontribusi signifikan dalam penerapan machine learning untuk mendukung deteksi dini kanker payudara. Kata kunci: kanker payudara; pembelajaran mesin; prediksi risiko ; seleksi fitur; XGBOOST. 
The PENERAPAN PENCEGAHAN PAPARAN PESTISIDA PADA PETANI PENYEMPROT HAMA TANAMAN SAYURAN MELALUI UPAYA KESEHATAN LINGKUNGAN: PENERAPAN PENCEGAHAN PAPARAN PESTISIDA PADA PETANI PENYEMPROT HAMA TANAMAN SAYURAN MELALUI UPAYA KESEHATAN LINGKUNGAN Lubis, Lubis Bambang Purnama; Pujiono, Pujiono; Somad, Agus; Kahar, Kahar; Wahyudi, Payzar
Jurnal Pengabdian Masyarakat Kesehatan Indonesia Vol. 4 No. 1 (2025): Jurnal Pengabdian Masyarakat Kesehatan Indonesia
Publisher : Poltekkes Kemenkes Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34011/jpmki.v4i1.2734

Abstract

The increasing demand for food has driven agricultural intensification, including the use of pesticides to control pests. However, improper pesticide usage can pose health and environmental risks. This Community Service Program (PKM) aimed to enhance the knowledge and skills of vegetable crop pesticide sprayers in West Bandung agricultural area, regarding safe pesticide spraying practices through education and training. The methods included observation, training, assistance, and evaluation through pre-tests and post-tests. The results showed a significant improvement in farmers' knowledge levels, from the "Poor" category before training (<50%) to "Good" after training (100%). The program also increased farmers' awareness of using personal protective equipment (PPE) and implementing proper pesticide spraying procedures. The program's recommendations include ongoing education and the establishment of local facilitator teams to support program sustainability.
The role of internal auditors in fraud prevention: A systematic literature review (SLR) Irianti, Lingga Resvita; Nuswantara, Dian Anita; Pujiono, Pujiono
Journal of Business and Information Systems (e-ISSN: 2685-2543) Vol 7 No 1 (2025): Journal of Business and Information Systems
Publisher : Department of Accounting, Faculty of Business, Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbis.v7i1.290

Abstract

This study aims to systematically examine the role of internal auditors in fraud prevention using a Systematic Literature Review (SLR) approach. Fraud poses a serious threat to organizational sustainability, making the role of internal auditors crucial in detecting and preventing fraudulent activities. This study reviewed five relevant articles published between 2020 and 2024, focusing on the contribution of internal auditors to the effectiveness of internal controls, early detection of anomalies, development of whistleblowing systems, and anti-fraud education. The findings reveal that internal auditors play a strategic role in fostering an organizational culture of integrity and transparency and narrowing the opportunities for fraud. However, the effectiveness of this role is influenced by factors such as auditor independence, management support, professional competence, and adequate resource allocation. Key challenges identified include managerial pressure and resource limitations. This study recommends collective organizational support to strengthen the internal audit function and create a sustainable fraud prevention system. The results are expected to provide theoretical and practical insights for enhancing the role of internal auditors in safeguarding organizational integrity
Understanding and Litera Legis of Marriage Law in the Millennial Era for School Children Pujiono, Pujiono; Hidayat, Arif; Sulistianingsih, Dewi
Indonesian Journal of Advocacy and Legal Services Vol. 3 No. 2 (2021): Strengthening Communities Amid Uncertainty: How Does Law Work for Society?
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ijals.v3i2.23081

Abstract

In Indonesia, the marriage law is regulated in UU No. 1 of 1974 which has been amended to become UU No. 16 of 2019. In addition, non-Moslems may comply with the provisions of the marriage law contained in the Civil Code. Marriage is an initial process for the formation of family life and the beginning of the manifestation of forms of human life. The daily life of men and women, created by God Almighty, naturally has an attraction to one another to share affection in realizing a life together or it can be said that they want to form physical and mental bonds to create a happy, harmonious, and eternal family. Understanding the marriage law needs to be done with humanist efforts and cannot be done instantly. The efforts to understand the marriage law need to be made to all levels of society, especially for school children so that the marriage they live in can be in accordance with the objectives of the marriage. School children are classified as immature and they still have an important responsibility to study. They really need information about the marriage law in order to gain a comprehensive understanding of marriage because they are in a stage of growth that is full of curiosity. This program aims that school children will not get missed-information about the marriage law. Therefore, school students are one of the targets of this program.
Studi Tentang Kitab Sahih Al-Bukhari: A Study on the Sahih al-Bukhari Pujiono, Pujiono
Fenomena Vol 1 No 1 (2002): FENOMENA: Journal of the Social Sciences
Publisher : LP2M UIN KH.Achmad Siddiq Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35719/fenomena.v1i1.271

Abstract

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The Efficacy of Collaborative Governance in Waste Management: Evidence from Bandung Village, Kebumen Regency, Central Java Martitah, Martitah; Sumarto, Slamet; Pujiono, Pujiono; Hidayat, Arif; Putra, Tegar Islami; Aini, Triska Rahmatul
Jurnal Pengabdian Hukum Indonesia Vol. 8 No. 1 (2025): (January-June 2025)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jphi.v8i1.28603

Abstract

The Central Java Province contains five significant slums focus, contains Sukoharjo Regency, Wonosobo Regency, Banjarnegara Regency, Brebes Regency, and Kebumen Regency. Kebumen Regency is one among the regions with a notable slum area. This community service aims to identify strategies to enhance the efficacy of the district village legislator (BPD) and village administration in waste management via village regulation, focusing on a case study of Bandung Village, Kebumen Regency. This community service utilizes direct counseling as its methodology. The community service outcomes indicate that the BPD and the Village Government in Bandung Village, Kebumen, collaborate effectively in waste control through the formulation of Village Regulations. The BPD formulates legislation and oversees the community, whereas the Village Government administers technical implementation and engagement. Participatory procedures, the establishment of waste banks, and the principles of transparency and accountability are essential for the efficacy of sustainable waste management in this context.
Konstruksi Sosial Kiai vs Blater tentang Upaya Pertambangan Emas di Kecamatan Silo, Jember: The Social Construction of Kiai vs Blater Regarding Gold Mining Efforts in Silo District, Jember Pujiono, Pujiono
Fenomena Vol 15 No 2 (2016): FENOMENA: Journal of the Social Sciences
Publisher : LP2M UIN KH.Achmad Siddiq Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35719/fenomena.v15i2.483

Abstract

The paradigm and perception of Kiai and Blater about mining are highly influential in society, including in Silo District, Jember. Each has different perceptions, rationalizations, and interests. Additionally, they play a role in advocating their perspectives in the dispute over gold mining in Silo. In this context, the outcome of the contestation of perceptions and rationalizations affects whether the legal mining exploration process can proceed smoothly or not in Silo. This research is qualitative, using a sociological approach and reviewing Peter L. Berger's analysis of social construction. The subjects of this research are Kiai and Blater in Silo, Jember. Paradigma dan persepsi Kiai dan Blater tentang tambang sangat berpengaruh di masyarakat, termasuk di Kecamatan Silo, Jember. Masing-masing memiliki persepsi, rasionalisasi, dan kepentingan yang berbeda. Selain itu, mereka berperan dalam memperjuangkan persepsi mereka dalam sengketa pertambangan emas di Silo. Dalam konteks ini, akhir dari sengketa persepsi dan rasionalisasi ini memengaruhi proses eksplorasi tambang secara legal, apakah dapat berjalan lancar atau tidak di Silo. Penelitian ini adalah penelitian kualitatif dengan menggunakan pendekatan sosiologi dan mengkaji analisis konstruksi sosial Peter L. Berger. Subjek penelitian ini adalah Kiai dan Blater di Silo, Jember.
Analysis of Earnings Management Practices Using the Modified Jones Model on the Industry Company Index Kompas 100 Indriani, Azizah Defi; Pujiono, Pujiono
The Indonesian Accounting Review Vol. 11 No. 2 (2021): July - December 2021
Publisher : Universitas Hayam Wuruk Perbanas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14414/tiar.v11i2.2383

Abstract

This study aimed to examine the issue of differences in earnings management patterns in companies listed on the Indonesia Stock Exchange (IDX). Earnings management can occur because company management wants to take advantage of accounting descriptions/policies under the character of the assets, existing in each of these industries. This study used a Modified Jones Model approach in determining earnings management proxies. Besides, it also used analysis of variance (ANOVA) to test whether there were differences in earnings management patterns. The data were consisted of 450 companies from 8 industrial sectors in the Kompas 100 Stock Index during 2015-2019. They were from various industries; essential and chemical industry; consumer goods; services; mining, oil, natural gas; plantation; property and real estate; and banking. The result shows that there are differences in earnings management patterns between industrial sectors. Therefore,  company management  practices earnings management following the characteristics of each industry. The research also suggests that the next study should analyze the comparison of earnings management with other models to determine the consistency of results.
Marriage Law Reform in Indonesia A Maqasid al-Usrah Perspective on Legal Adaptation Busriyanti, Busriyanti; Pujiono, Pujiono; Mursalim; Chamdan, Umar
AL-ISTINBATH : Jurnal Hukum Islam Vol 10 No 2 (2025)
Publisher : Institut Agama Islam Negeri Curup

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29240/jhi.v10i2.12739

Abstract

This study explores the reform of Indonesian marriage law through the lens of maqasid al-usrah, the family-centered objectives within Islamic legal theory. It critically assesses whether key legal reforms such as marriage registration, minimum age requirements, regulation of divorce, and prenuptial asset arrangements align with the ethical aims of Islamic family law, including the protection of lineage, dignity, justice, and family welfare. Employing a qualitative library research method, the paper draws on classical Islamic jurisprudence, statutory legal documents, court practices, and the analytical framework of Jamaluddin al-Athiyya. It finds that while Indonesian legislation increasingly incorporates maslahah (public benefit) and maqasid reasoning to justify reforms, the implementation often falls short due to bureaucratic barriers, legal pluralism, and social inequality. For instance, minimum age laws are undermined by widespread judicial dispensations, and formal protections for women are diluted by enduring patriarchal norms and unequal access to justice. The study argues that maqasid al-usrah has been invoked more as a justificatory narrative than as a fully operational legal method. It concludes that meaningful application of maqasid requires not only legal reform but also structural, procedural, and cultural transformation to ensure that laws genuinely promote justice, protect the vulnerable, and reflect the dynamic needs of Indonesian Muslim society. This research contributes to the growing discourse on maqasid-based legal reform and offers a practical framework for evaluating future policy developments in Islamic family law.
Co-Authors A.A. Ketut Agung Cahyawan W Adhe Irham Thoriq Affandy Affandy Ahmad Zainul Fanani Aini, Triska Rahmatul Aisyaturrahmi Al Azhar, Cahya Mutiara Alik Katur Rofiah, Binti Alwani, Alwani Amiruddin , Amiruddin Andry Setiawan, Andry Anugroho, Rohmat Aprila, Bord Nandre Arif Hidayat Arif Widagdo Asih Rohmani Budi Haryanto Budiono Budiono Busriyanti Busriyanti, Busriyanti Cantika Sari Siregar Chamdan, Umar Chandra, Jennifer Chusnia, Vina Maulidah Dewi Sulistianingsih Diah Restu Wardani Diah Restu Wardani Dian Anita Nuswantara Edi Noersasongko Eka Putri, Libryawati Elanda Fikri Estu, Ahmad Zulkarnaen Eti Rimawati Etika Kartikadarma Fadrul, Fadrul Fadzil, Rozlinda Mohamed Fahmi Amiq Fatihul Barokah Firdaus, Gilbert Fitriyani Fitriyani Fransisca, Luciana Freza Surya Asrina Herdhianta, Dhimas Heri Susanto Hernawan Hadi Heru Agus Santoso Imam Bukori Indriani, Azizah Defi Irianti, Lingga Resvita Irma Cahyaningtyas, Irma Istiyanti, Istiyanti Iwan Hermawan Junaidi Junaidi Jutono Gondohanindijo Kahar Kahar, Kahar Kusharyanti Kusharyanti Lazuardi, Afried Lintang Venusita Lubis, Lubis Bambang Purnama Made Dudy Satyawan Mahazam Afrad Marita Marita, Marita Martitah Martitah Mimelientesa Irman Moch Arief Soeleman Moch Arief Soeleman, Moch Arief Moch. Eko Rustiyono Mubarok, Ahmad Hasan Muchammad Shidqon Prabowo Muhamad Haris Zuhri Muljono Muljono Muljono, - Mursalim Nasution, Khairina Nofriza, Eri Noor Ageng Setiyanto, Noor Ageng Nova Rijati Novida, Irma Novitriansyah, Bob Nurhayati Sitorus NURUL HIDAYAH prabawa, randy aditya Pramana, Hendri Julian Pratama, Arfian Nanda Yogi Pulung Nurtantio Andono Purwanto Purwanto Putra, Tegar Islami Putro, Bagus Prindo Sugihartono R Arief Nugroho Rahman, Fathor Rahman, Sarli Rangkuti, Rahmadsyah Ravindo, Besky Pramudya Refky Fielnanda Retno Sunu Astuti Ridha Rahmawati Rini Fidiyani Romi Ilham, Romi Roy Aprianto, Roy Sahbar, Robi Sahninda, Berian Putra Sari Ayu Wulandari Septian Enggar Sukmana Setiawan, Dicky Setyawan, Onny Siti Muslifah, Siti Slamet Sumarto Soeleman, M Arief Solichul Huda Somad, Agus Sri Astuti Sri Slamet Mulyati, Sri Slamet SUGIARTO, LAGA Sugiarto, Triga Agus Sugito - Suharnawi Suharnawi Suharnawi Syahputra, Hidayat Syaiful A. Septemuryantoro Teguh Budi Prijanto, Teguh Budi Ujang Nurjaman, Ujang Wahyudi, Payzar Wicaksono, Duta Firdaus Widianto, Dhoni WIJAYANTO WIJAYANTO Yetri Hasan Yolanda, Oppie Yudistira, Ivan Bhakti Yuli Prasetyo Adhi Yuliana, Dhea Arsinta Yundari, Yundari Yusrizal Yusrizal