Jurnal Ilmiah Epigraf: Kajian Ilmu Sosial Multidisiplin
Jurnal Ilmiah Epigraf: Kajian Ilmu Sosial Multidisiplin is published four times a year (March, June, September, and December). The journal adopts a continuous publication model, meaning that articles are published online immediately after they are accepted and finalized, without waiting until the end of the scheduled month. All published articles are available both online and in print. These articles undergo a rigorous double-blind peer-review process. Jurnal Ilmiah Epigraf; Kajian Ilmu Sosial Multidisiplin only publishes manuscripts that have never been published elsewhere and are not under consideration by other publications, in accordance with the journal’s ethics statement. Jurnal Ilmiah Epigraf; Kajian Ilmu Sosial Multidisiplin is an Open Access journal in both print and online formats. Journal Title : Jurnal Ilmiah Epigraf: Kajian Ilmu Sosial Multidisiplin ISSN : xxx-xxx (print) | xxx-xxx (online) DOI Prefix : xxx-xxx by Crossref Publisher : PT KABAR PANGANDARAN MULTIMEDIA Country : Indonesia Frequency 4 times of year (Desember, Maret, Juni, and September)
Peran Teknologi Dalam Meningkatkan Efesiensi Pengelolaan Kelas
Perkembangan teknologi di era digital memberikan dampak signifikan terhadap dunia pendidikan, khususnya dalam pengelolaan kelas. Penelitian ini bertujuan untuk mengkaji peran teknologi dalam meningkatkan efisiensi pengelolaan kelas. Metode yang digunakan adalah pendekatan kualitatif dengan jenis studi literatur, yang bersumber dari buku, jurnal ilmiah, dan artikel yang relevan. Hasil kajian menunjukkan bahwa pemanfaatan teknologi, seperti Learning Management System (LMS), media pembelajaran interaktif, dan aplikasi penilaian digital, mampu meningkatkan efisiensi pengelolaan kelas dalam berbagai aspek, yaitu penghematan waktu, efektivitas administrasi pembelajaran, serta peningkatan keterlibatan siswa. Selain itu, teknologi juga mendukung interaksi pembelajaran yang lebih fleksibel dan berpusat pada siswa. Namun, implementasinya masih menghadapi beberapa kendala, seperti keterbatasan sarana dan rendahnya literasi digital sebagian guru. Oleh karena itu, diperlukan dukungan fasilitas dan peningkatan kompetensi teknologi agar pemanfaatannya dapat berjalan secara optimal. Dengan demikian, teknologi berperan penting dalam menciptakan pengelolaan kelas yang lebih efektif, efisien, dan sesuai dengan tuntutan pembelajaran mod
teknologi pendidikan, pengelolaan kelas, efisiensi, pembelajaran digital.
Copyright (c) 2026 Jurnal Ilmiah Epigraf
Analisis Penerapan Manajemen Kelas Yang Efektif Dalam Meningkatkan Efisiensi Waktu Pembelajaran Dan Menciptakan Lingkungan Belajar Yang Kondusif Di Sd Negeri 106826 Sidodadi
Penelitian ini bertujuan untuk menyelidiki penerapan manajemen kelas yang efisien dalam meningkatkan efektivitas waktu belajar serta menciptakan suasana belajar yang kondusif di SD Negeri 106826 Sidodadi. Manajemen kelas adalah salah satu komponen kunci dalam pendidikan karena berfungsi untuk mengatur kegiatan belajar siswa agar berlangsung dengan tertib, terencana, dan efisien. Metodologi yang diterapkan dalam penelitian ini adalah pendekatan kualitatif dengan cara pengumpulan data melalui observasi, wawancara, serta dokumentasi. Partisipan dalam penelitian ini adalah guru dan siswa di SD Negeri 106826 Sidodadi. Temuan dari penelitian ini menunjukkan bahwa penerapan manajemen kelas yang efisien, termasuk pengaturan tempat duduk, penetapan aturan kelas yang jelas, pengelolaan waktu belajar yang tepat, dan penerapan strategi pengajaran yang menarik, dapat meningkatkan efektivitas waktu belajar dan menciptakan suasana belajar yang lebih baik. Selain itu, partisipasi aktif siswa dalam proses pembelajaran juga meningkat berkat lingkungan kelas yang teratur dan nyaman. Oleh karena itu, penerapan manajemen kelas yang baik sangat penting dalam mendukung keberhasilan proses pendidikan serta meningkatkan kualitas kegiatan belajar di sekolah dasar.
Manajemen kelas efektif, efisiensi waktu pembelajaran, lingkungan belajar kondusif, proses pembelajaran, sekolah dasar
Analisis Strategi Perencanaan Pengelolaan Kelas Di Sekolah Dasar Dalam Mendukung Disiplin Dan Motivasi Belajar Siswa
Penelitian ini mengkaji pentingnya strategi perencanaan pengelolaan kelas di tingkat sekolah dasar untuk mendukung disiplin dan motivasi belajar para siswa. Pengelolaan kelas merupakan salah satu elemen kunci yang menunjang keberhasilan dalam proses belajar, karena tidak hanya terkait dengan pengaturan fisik ruang kelas, tetapi juga berhubungan dengan kondisi psikologis, sosial, dan emosional para siswa. Penelitian ini mengambil pendekatan kualitatif dengan menggunakan metode studi pustaka, yakni menelaah berbagai sumber seperti jurnal, buku, dan penelitian sebelumnya yang relevan. Temuan dari pembahasan mengindikasikan bahwa keberhasilan dalam pengelolaan kelas dipengaruhi oleh beberapa faktor, antara lain kurikulum, keadaan fisik ruang kelas, peran serta sikap guru, karakteristik siswa, dan dinamika di dalam kelas. Guru memegang peranan penting dalam menciptakan ruang belajar yang nyaman, aman, dan menyenangkan, sehingga siswa lebih termotivasi untuk belajar. Di samping itu, strategi yang bisa diterapkan mencakup perencanaan pembelajaran yang matang, pemanfaatan metode dan media yang bervariasi, pengaturan tempat duduk yang fleksibel, serta komunikasi yang positif antara guru dan siswa. Dengan pengelolaan kelas yang terencana dan baik, disiplin siswa dapat meningkat dan motivasi belajar dapat menjadi lebih tinggi. Hal ini tentunya akan berpengaruh pada tercapainya tujuan pembelajaran secara optimal. Oleh karena itu, pengelolaan kelas yang efisien menjadi elemen penting dalam meningkatkan kualitas pembelajaran di sekolah dasar.
pengelolaan kelas, motivasi belajar, disiplin siswa, sekolah dasar.
Analisis Manajemen Kelas melalui Implementasi Pembelajaran Kolaboratif dalam Meningkatkan Interaksi Sosial Siswa Kelas V SD
Penelitian ini bertujuan untuk menganalisis manajemen kelas melalui penerapan pembelajaran kolaboratif dalam meningkatkan interaksi sosial siswa kelas V sekolah dasar. Penelitian ini menggunakan pendekatan kualitatif dengan metode deskriptif. Data dikumpulkan melalui observasi, wawancara, dan dokumentasi yang melibatkan guru serta siswa dalam proses pembelajaran. Hasil penelitian menunjukkan bahwa penerapan pembelajaran kolaboratif dapat menciptakan suasana kelas yang lebih aktif, mendorong kerja sama antar siswa, serta meningkatkan kemampuan berkomunikasi dan saling menghargai pendapat. Peran guru dalam mengelola kelas, seperti membentuk kelompok belajar dan memberikan tugas yang melibatkan kerja sama, menjadi faktor penting dalam mendukung peningkatan interaksi sosial siswa selama proses pembelajaran berlangsung.
Strategi Efektif Manajemen Kelas Untuk Guru Masa Kini Berbasis Pembelajaran Aktif Dan Kolaboratif
Penelitian ini mengkaji strategi manajemen kelas yang efektif berbasis pembelajaran aktif dan kolaboratif di jenjang Sekolah Dasar melalui observasi langsung di dua sekolah, yaitu UPT SD Negeri 101770 Tembung dan UPT SD Negeri 106826 Sidodadi, Kecamatan Percut Sei Tuan, Kabupaten Deli Serdang. Observasi dilaksanakan selama satu minggu dengan mengamati delapan kelas dari kedua sekolah tersebut. Pendekatan yang digunakan adalah kualitatif deskriptif dengan teknik pengumpulan data berupa observasi terstruktur, catatan lapangan, wawancara informal kepada guru kelas, serta dokumentasi. Hasil penelitian mengungkap bahwa guru yang secara sadar merancang lingkungan kelas secara fleksibel, membangun hubungan yang hangat dengan peserta didik, menggunakan pendekatan pembelajaran yang mendorong keterlibatan aktif, serta konsisten dalam menerapkan norma dan rutinitas kelas, berhasil menciptakan kondisi belajar yang lebih produktif dan menyenangkan. Perbedaan konteks antara kedua sekolah turut mewarnai temuan penelitian, di mana kreativitas guru menjadi faktor penentu yang lebih kuat dibandingkan ketersediaan fasilitas semata.
Kombinasi Mixer Audio Multitrack 4 Channel Dengan Software Digital Audio Workstation Mixcraft 9 Pro Studio Yang Dilengkapi Desible Peak Meter
Penelitian ini bertujuan merancang dan menguji kinerja sistem kombinasi mixer audio multitrack analog 4 channel yang terintegrasi dengan Digital Audio Workstation (DAW) Mixcraft 9 Pro Studio serta dilengkapi desibel peak meter. Metode penelitian menggunakan pendekatan deskriptif, evaluatif, dan eksperimen melalui tahapan studi literatur, perancangan alat, pengujian, serta pengolahan data. Pengujian dilakukan menggunakan rekaman Podcast Ayat Unreal Episode 5 pada beberapa variasi durasi dan empat mode filter frekuensi, yaitu FLAT, LOW CUT, MID CUT, dan HIGH CUT. Parameter yang dianalisis meliputi intensitas suara (W/m²) dan tegangan keluaran (mV). Hasil pengujian menunjukkan bahwa konfigurasi FLAT menghasilkan performa terbaik dengan intensitas suara sebesar 0,0588 W/m² dan tegangan sebesar 167,7 mV. Pada durasi pemutaran yang lebih panjang, sistem mencapai nilai maksimum intensitas 0,0631 W/m² dan tegangan 207,83 mV. Pemotongan frekuensi rendah dan menengah memberikan dampak signifikan terhadap penurunan energi sinyal. Temuan ini membuktikan bahwa integrasi mixer analog dan DAW mampu berfungsi efektif sebagai mixer digital yang efisien dan aplikatif untuk produksi podcast serta instalasi audio kelas menengah.
Mixer audio, DAW, Multitrack, Intensitas suara, Tegangan audio.
Eksplorasi Miskonsepsi Mahasiswa Terhadap Operasi Vektor Dalam Mata Kuliah Kalkulus
Penelitian ini bertujuan untuk mengeksplorasi miskonsepsi yang dialami mahasiswa dalam memahami operasi vektor pada mata kuliah kalkulus. Penelitian kualitatif dengan pendekatan fenomenologi ini melibatkan 12 mahasiswa semester dua program studi pendidikan matematika. Data dikumpulkan melalui wawancara mendalam, observasi pembelajaran, dan analisis hasil kerja mahasiswa. Hasil penelitian menunjukkan bahwa mahasiswa mengalami miskonsepsi pada tiga aspek utama: (1) penjumlahan dan pengurangan vektor, (2) perkalian skalar dengan vektor, dan (3) perkalian titik (dot product) dan perkalian silang (cross product). Miskonsepsi ini berakar dari pemahaman konseptual yang lemah, transfer negatif dari konsep aljabar biasa, dan visualisasi spasial yang kurang memadai. Temuan ini memberikan implikasi penting bagi pengembangan strategi pembelajaran yang lebih efektif dalam mengajarkan konsep vektor. Keywords: miskonsepsi, operasi vektor, pembelajaran kalkulus, pemahaman konseptual.
miskonsepsi, operasi vektor, pembelajaran kalkulus, pemahaman konseptual.
Peningkatan Efisiensi Pelayanan Administrasi Desa Menggunakan Sistem Informasi Kependudukan Berbasis Web
Limited adaptability of national population administration systems at the local government level often forces institutions to rely on manual processes that are prone to data duplication, service delays, and low data accuracy. Manual population administration management can lead to various problems such as data duplication, service delays, and low data accuracy, especially in local administrative units that require flexible and context-specific services. This study aims to develop a web-based population administration information system tailored to local administrative needs to improve the effectiveness and efficiency of population data management. The system development method applied is the Waterfall model, which consists of requirement analysis, system design using Unified Modeling Language (UML), implementation using the PHP programming language and MySQL database, and system testing. The developed system is capable of managing population data, processing changes in population status, and generating administrative reports quickly and accurately. The results of Black Box testing indicate that all system functions operate according to user requirements, demonstrating that the system is feasible to be implemented as a localized population administration management solution.
Copyright (c) 2025 Jurnal Ilmiah Epigraf
Internalisasi Nilai-Nilai Antikorupsi Melalui Regulasi Tindak Pidana Korupsi Di Indonesia
Corruption remains a serious problem in Indonesia despite having been explicitly regulated in statutory law, particularly in the Law on the Eradication of Corruption Crimes. The persistently high incidence of corruption indicates that repressive law enforcement alone has not been fully effective in fostering legal awareness and anti-corruption behavior. This study aims to analyze the regulation of corruption offenses within Indonesian statutory law, examine its role in internalizing anti-corruption educational values, and explain its relevance as a means of shaping legal awareness and societal integrity. The research method employed is library-based research using a normative-juridical approach, conducted through the examination of statutory regulations, legal literature, and relevant scholarly studies. The research data consist of primary data in the form of statutory regulations related to corruption offenses and secondary data comprising literature on anti-corruption education and theories of legal awareness. The findings indicate that the regulation of corruption offenses has the potential to function as an educational instrument for internalizing anti-corruption values; however, this potential has not yet been optimally utilized. The conclusion of this study emphasizes that combating corruption requires strengthening the educational function of law in order to sustainably cultivate legal awareness and societal integrity.
Pendekatan Kerjasama Global Untuk Mencegah Korupsi Internasional
International corruption is a transnational crime that has become increasingly complex in line with economic globalization and the integration of global financial systems; therefore, it cannot be effectively addressed through national approaches alone. This study aims to analyze the role of global cooperation in preventing international corruption and to examine the effectiveness of international instruments as preventive strategies. The research employs a qualitative library research method, conducted through a systematic review of academic literature and scholarly publications relevant to global cooperation, corruption prevention, and international anti-corruption instruments. The data are analyzed using content analysis techniques to identify patterns and conceptual interrelationships. The findings indicate that the prevention of international corruption is more effective when supported by coordinated global cooperation and the integration of international instruments. The conclusion underscores that international collaboration constitutes a key strategy in closing jurisdictional gaps and strengthening global anti-corruption governance.
Peran Administrasi Tata Kelola Madrasah dalam Mewujudkan Layanan Pendidikan yang Efektif
This study is motivated by the suboptimal quality of educational services in madrasahs, which is closely linked to weaknesses in institutional governance administration. The study aims to describe the concept of madrasah governance administration, identify its key principles and components, and analyze its role in realizing effective educational services. This research employs a library research method by reviewing scholarly books, peer-reviewed journal articles, and relevant scientific publications related to governance administration, educational services, and service effectiveness. Data were analyzed using content analysis techniques to identify patterns, concepts, and relationships discussed in the literature. The findings show that madrasah governance administration plays a strategic role as a fundamental foundation for improving the effectiveness of educational services. Structured, transparent, accountable, and service-oriented governance practices contribute significantly to the consistency and sustainability of service quality in madrasahs. The discussion highlights that governance administration should not be positioned merely as a technical administrative function, but as a strategic institutional instrument that determines service performance, strengthens public trust, and supports long-term educational quality improvement. These conclusions affirm the central role of governance administration in ensuring effective and responsive educational services.
Peran Pendidikan Kesetaraan Paket B dalam Memenuhi Hak atas Pendidikan
The Package B Equivalency Education Program serves as a non-formal educational pathway designed to ensure the fulfillment of the right to education for citizens excluded from the formal schooling system. Despite its strategic role, the implementation of Package B continues to face significant structural and cultural challenges that hinder the realization of substantive educational justice. This study aims to analyze the role of Package B Equivalency Education in fulfilling the right to education as a moral responsibility of both the state and society. Employing a qualitative approach with a library research design, this study analyzes policy documents, academic literature, and previous research findings. Data were examined using content analysis based on Social Capital Theory, John Rawls’ Justice as Fairness—particularly the difference principle—and Amartya Sen’s Capability Approach. The findings reveal that while Package B plays a crucial role in expanding educational access for marginalized groups, its effectiveness remains limited due to insufficient state support in terms of funding, governance, and quality assurance. Conversely, community involvement through Community Learning Centers (PKBM) and social networks significantly sustains the program, although such efforts are often inadequate to counter persistent stigma and structural inequality. This study concludes that fulfilling the right to education through Package B requires ethical collaboration between the state and society to ensure that equivalency education moves beyond administrative recognition toward genuine empowerment and social dignity.
Penguatan Karakter Islami Peserta Didik Melalui Kegiatan Keagamaan Bersama Di Madrasah Ibtidaiyah Al Farisy Cihanjuang Cimahi
This study aims to examine the strengthening of Islamic character among students through collective religious activities at Madrasah Ibtidaiyah Al Farisy Cihanjuang Cimahi. The research is motivated by concerns regarding moral degradation among students, even within Islamic-based educational institutions. This study employs a qualitative approach using a case study design. Data were collected through direct observation and documentation of religious activities implemented in the school environment. The findings indicate that the habituation of reciting Asmaul Husna, Qur’anic murojaah, and the regular performance of congregational Dhuha prayer before formal learning sessions significantly contribute to the development of students’ Islamic character. The character values fostered include religiosity, discipline, responsibility, perseverance, emotional stability, and social awareness. Teachers play a central role as role models and facilitators, supported by parental involvement and a supportive school atmosphere. Despite challenges such as limited facilities and varying levels of student concentration, the program demonstrates strong effectiveness in shaping students’ character. This study concludes that collective religious activities serve as an effective and contextual strategy for strengthening Islamic character education at the elementary level and should be sustained and developed as a flagship program within Islamic schools..
Analisis Dan Perancangan Sistem Informasi Manajemen Inventori Barang Menggunakan Metode Prototype
Inventory management that is still carried out manually often leads to various problems, such as data recording errors, delays in obtaining stock availability information, data duplication, and difficulties in generating accurate and timely inventory reports. These issues can negatively affect operational effectiveness and managerial decision-making. This study aims to analyze user requirements and design an inventory management information system that supports more structured, systematic, and integrated data management processes. The research employs a qualitative approach, with data collection techniques including direct observation of inventory processes, interviews with relevant stakeholders, and a literature review to strengthen the theoretical foundation. The system is developed using the prototype method, which allows continuous user feedback so that the system design can be adjusted to actual user needs. The results of this study produce an inventory information system design with a clear workflow, supporting the management of incoming and outgoing goods data, and facilitating the generation of inventory reports effectively and efficiently.
Optimalisasi Efisiensi Pengelolaan Data Keuangan melalui Sistem Informasi Akuntansi: Studi Kasus pada Sektor Perhotelan di Jakarta
The use of information systems in accounting data management has become a crucial necessity for service companies, especially in the hospitality sector, which has a high volume of transactions. This study aims to analyse the use of Accounting Information Systems (AIS) and their benefits for financial recording and reporting processes at the Midtown Residence Hotel in Jakarta. The research method used is qualitative with a case study approach. Data was collected through observation, in-depth interviews with the finance department, and literature studies to support descriptive analysis. The results showed that the implementation of AIS at Hotel Midtown Residence Jakarta significantly improved the efficiency of transaction recording processes, minimised human error, and accelerated the preparation of financial reports. In addition, this system supports structured data storage, making it easier for management to access accurate information for strategic decision-making. This study concludes that the use of information systems contributes positively to the effectiveness and quality of corporate financial management
Digitalisasi Tata Kelola Pedesaan: Sistem Manajemen Data Kependudukan Terintegrasi Menggunakan Model Waterfall
Inaccurate population data is often a major obstacle in the distribution of social assistance and regional development planning. This research aims to transform a manual data management system into an integrated web-based system. The system development method used is the sequential Waterfall model. The research stages included needs analysis, design using UML (Unified Modeling Language), coding with PHP and MySQL, and system testing. The research results are a population information system application capable of automatically validating National Identity Numbers (NIK) and generating real-time population mutation reports. Based on black box testing, the system was declared 100% functional according to the specified functional requirements.
Klasifikasi Sentimen Terhadap Kemunculan Mobil Listrik Menggunakan Metode Naïve Bayes
The emergence of electric vehicles has triggered diverse public opinions on social media, reflecting hopes for environmental sustainability alongside concerns regarding functional aspects. This study aims to classify public sentiment toward electric vehicles using the Naïve Bayes algorithm. Data were obtained from the Kaggle platform and processed through pre-processing stages, including cleaning, case folding, stopword removal, and label correction to ensure dataset quality. The analysis was conducted using RapidMiner software by applying the Naive Bayes, Apply Model, and Performance operators. The results indicate that the model achieved a perfect accuracy rate of 100%, with precision, recall, and f1-score values of 1.00 across all classes (positive, negative, and neutral). This achievement is influenced by the characteristics of the dataset, which possesses a clearly separated distribution of linguistic features and minimal noise following the pre-processing stage. Although the model demonstrates exceptional performance, the implementation of k-Fold Cross-Validation techniques is highly recommended to ensure the model's validity and generalizability to more complex real-time data. This study confirms that Naïve Bayes remains a highly competitive instrument for mapping public opinion to support energy transition policymaking
Keakuratan Regresi Linear Berganda Dalam Memprediksi View Count Pada Dataset Youtube Top 100 Songs 2025
The popularity of content on the YouTube platform is often predicted using simple statistical approaches, such as linear regression, even though digital data characteristics are generally non-linear and influenced by extreme outliers. This condition has led to a research gap regarding the effectiveness of linear regression in modelling view counts for popular music data. This study aims to evaluate the accuracy of multiple linear regression models in predicting music video view counts on the YouTube Top 100 Songs 2025 dataset. The predictor variables used include song duration and channel follower count. The research methods include exploratory data analysis, testing the correlation between variables, and evaluating model performance using the coefficient of determination (R²), Mean Absolute Error (MAE), and Root Mean Squared Error (RMSE). The analysis results show that the view count distribution is highly skewed to the right and dominated by extreme outliers, and has a very weak correlation with the predictor variables. The linear regression model produced a negative R² value of −0.0675, with an MAE of 161,251,287 and an RMSE of 443,492,327, indicating poor prediction performance. These findings conclude that multiple linear regression is ineffective for modelling YouTube video popularity, thus requiring a non-linear approach or a model that is more robust to skewed data and outliers.
Pengembangan Pariwisata Halal Berbasis Manajemen Berkelanjutan Di Kabupaten Pangandaran
Halal tourism has developed into a new paradigm in destination management that balances spiritual, economic, and environmental values. Pangandaran Regency, with its strong natural and cultural tourism potential, faces challenges in implementing national halal standards and integrated sustainability principles. This study aims to analyse the basic concepts, implementation gaps, and strategies for developing halal tourism based on sustainable management in Pangandaran. This study uses a qualitative approach with a literature review method of various academic and regulatory sources, as well as empirical research related to halal destination management in Indonesia. The analysis was conducted through conceptual synthesis that integrates the values of Maqāṣid Sharīʿah with the three pillars of environmental, social, and economic sustainability in the context of tourism product and service development. The results of the study show that the development of halal tourism in Pangandaran still faces a gap between national standards and actual conditions, especially in halal certification, the provision of worship facilities, and environmental management. However, great potential emerges through the application of green hotel certification strategies, halal supply chain management, and community-based halal tourism that strengthen the synergy between sustainability and sharia values. Regional policy support, multi-stakeholder collaboration, and digital transformation are also important factors in realising Halal and Sustainable Coastal Tourism destinations. This study confirms that the integration of sharia principles and sustainable management can be an effective framework for the development of halal tourism in Pangandaran. This model not only increases the competitiveness of the destination but also contributes to the welfare of the local community and the preservation of the coastal ecosystem.
Perancangan Sistem Pendukung Keputusan (SPK) Optimasi Re-Order Produk Konsinyasi Fresh Menggunakan Metode Analytical Hierarchy Process (AHP)
Re-order decision-making for fresh consignment products at PT Nico Boulangerie Patisserie is vulnerable to waste and stock-out risks due to the subjective judgment of the Merchandiser (MD). This study aims to design a Decision Support System (DSS) to optimize re-order quantities by balancing risk and opportunity. The method used is the Analytical Hierarchy Process (AHP) to determine the priority weights of key criteria. The results show that the criteria of Sales Velocity (e.g., [Angka Persentase Bobot C1]) and Historical Waste Rate (e.g., [Angka Persentase Bobot C2]) are the dominant factors, and the weighting has been proven consistent ($CR \le 0.1$). The DSS design is supported by structured UML and ERD model. Simulation results prove that the recommendations from the AHP model can significantly reduce potential waste compared to the previous subjective decisions. This DSS is recommended for implementation to improve the accuracy of consignment inventory management.
Prediksi Risiko Stunting Pada Balita Menggunakan Algoritma Decision Tree Berbasis Data Terbuka
Stunting remains a major public health challenge with long-term consequences for children’s physical growth and cognitive development. This study aims to develop a classification model for predicting stunting risk in children under five using a Decision Tree algorithm based on simple anthropometric data. The dataset consists of 5,000 training records and 50 testing records, containing variables such as age, sex, and height, along with four nutritional status categories: normal, tall, stunted, and severely stunted. The analysis process includes data preprocessing, splitting of training and testing sets, model training using RapidMiner, and performance evaluation through a confusion matrix as well as accuracy, precision, recall, and f1-score metrics. The results show that the Decision Tree model successfully classified all testing samples correctly. The model achieved 100% accuracy, with precision, recall, and f1-scores reaching maximum values across all classes. These findings demonstrate that the decision rules generated by the model are capable of distinguishing each nutritional status category based on available anthropometric features. Overall, the study indicates that the proposed model has strong potential for use as an early screening tool for stunting risk, particularly in primary healthcare settings that require fast, simple, and data-driven assessment methods.
Integrasi Data Warehouse, Olap, Dan Data Mining Systems Untuk Analisis Bisnis Yang Efektif
This study discusses the integration of Extract Transform Load (ETL), Data Warehouse, and Online Analytical Processing (OLAP) to support data-driven business analysis. The main objective of this research is to formulate a comprehensive conceptual model for integrating Business Intelligence systems that enhance analytical effectiveness and decision-making accuracy across various organizational contexts. The research applies a descriptive analytical approach through an extensive literature review and conceptual mapping between ETL, Data Warehouse, and OLAP components to understand how each element contributes to an optimized analytical environment. The results show that the synergy among these components increases accuracy, efficiency, consistency, and speed of business analysis. ETL ensures data quality and reliability by processing raw data into structured formats, while the Data Warehouse functions as a centralized repository that integrates historical and transactional data. Meanwhile, OLAP enables flexible multidimensional exploration, allowing users to perform deeper analyses and gain richer insights. Proper integration among the three ultimately leads to an adaptive, transparent, scalable, and sustainable analytical system that supports continuous organizational improvement.
Etika Pemasaran Pendidikan dalam Perspektif Islam
This study aims to examine how Islamic marketing ethics shape value-based marketing strategies at SMK Miftahul Ulum Cimerak. Unlike conventional marketing approaches that are persuasion-oriented, Islamic boarding schools build legitimacy through social relations, public morality, and religious symbols. This study uses a library research method, which combines primary sources such as the Qur'an, hadith, and fiqh muamalah rules with secondary sources such as educational marketing theory (Kotler & Fox), relationship marketing (Grönroos), service-dominant logic (Vargo & Lusch), and pesantren social studies (Geertz). The results of the analysis show that the four pillars of Islamic ethics—ṣidq, amānah, ukhuwah, and the prohibition of gharar—function as non-transactional marketing capital that generates trust capital, legitimacy capital, and network capital. School marketing practices are reflected through information transparency, community-based religious relations, and humanistic public representation on social media, which form organic word-of-mouth-based promotion. This study confirms that educational marketing from an Islamic perspective is not merely normative ethics, but a sustainable strategy model relevant to educational institutions in rural areas.
Strategi Pelayanan Publik dalam Manajemen Pemasaran Pendidikan
This library research aims to analyze the transformation of public service as a core marketing strategy for private madrasahs operating in agrarian-religious areas. Facing fierce competition from public schools and limited conventional promotion budgets in rural Pangandaran, MA Al Furqon Cimerak is compelled to adopt a relational strategy. This descriptive qualitative study employs Content Analysis on academic literature and the institution's digital secondary data (website, social media) to validate the Service-as-Core-Marketing model. The analysis reveals that MA Al Furqon's key strategies center on integrating: (1) Empathy-based Service (Human Touch), where teachers act as both spiritual and educational consultants, and (2) Digital Transparency to build Trust and Digital Accountability. This approach implements Relationship Marketing (Grönroos), effectively converting service satisfaction into organic WOM (Word of Mouth) Marketing. Furthermore, Islamic Service Quality is utilized as the Unique Selling Proposition (USP) to instill unconditional trust in the communal society. In conclusion, humanist and local-religious value-based public service offers a sustainable competitive advantage and is the most relevant marketing model for madrasahs in rural areas.