Mesin Referensi Akademik

A hybrid structural–machine learning framework: Conventional SVAR and random forest regression

Augusto Aliaga-Miranda; Luis Ricardo Flores-Vilcapoma; Jorge Miguel Chávez-Díaz; Luis Antonio Visurraga-Camargo; Jacqueline Denisse Llacza-Molina; Wilmar Salvador Chavarry-Becerra · DOAJ Open Access Articles

This study examines the transmission of copper price shocks to the Peruvian economy through a hybrid empirical framework that combines a conventional Structural Vector Autoregression model with Random Forest regression. Using quarterly and monthly macroeconomic data for 2004–2025, the analysis evaluates how copper shocks propagate through the exchange rate, …

An explainable fairness-aware deep learning framework for credit score classification on imbalanced financial data

Ali Al-Ataby; Waleed Al-Nuaimy · DOAJ Open Access Articles

Deep learning-based credit scoring systems face three interrelated challenges typically addressed in isolation: unavoidable class imbalance, model opacity, and demographic inequalities. This paper proposes the Explainable Fairness-Aware Deep Learning (EFADL) framework, which is a unified end-to-end pipeline designed to mitigate these risks simultaneously. Th…

Analysis of the determining dimensions of IT governance in telecommunications companies under the COBIT 2019 framework: A structural model

Miguel Angel Chapoñán Adanaqué; Enoc Josias Salvador Escudero; Jhonny Ivan Millones Liza; Esteban Tocto Cano; Jesús Alfredo Apaza-Cáceres · DOAJ Open Access Articles

Telecommunications companies manage the digital backbone of the global economy; however, it remains unclear which dimensions of IT governance truly determine their operational success. Therefore, this study aimed to analyze the determining dimensions of IT governance in telecommunications companies operating under the COBIT 2019 framework. Using a quantitati…

Enhanced hybrid residual learning framework for robust wind turbine power prediction using machine learning

Mohammad Y. Mhawiash; Bashar S. Khassawneh; Kamal Alieyan; Issa Alsmadi; Mohammad Bani Younes; Mohamed S. Sawah · DOAJ Open Access Articles

Wind turbine power generation for any nation is always a priority since its impact on power grids and imbalance the sustainability parameters. This research work captures the variation in wind resource variability by implementing advanced machine learning models for short-term power forecasting using SCADA data. Here, a fresh framework was developed to focus…

A hybrid machine learning framework for optimized MSME classification and knowledge discovery in smart village systems

Eneng Tita Tosida; Ajiz Abdul Majid; Irma Anggraeni; Jumadil Saputra; Muhamad Deni Johansyah · DOAJ Open Access Articles

Micro, Small, and Medium Enterprises (MSMEs) are a vital component of local economic growth, making significant contributions to advancing Smart Village and Smart Economy programs. The classification and distribution processes to support MSMEs across numerous locations continue to be manual, subjective, and inefficient. This study employs a hybrid data minin…

Productive Disruptions: An equityoriented framework for civic media literacy in the digital era

Carlos Jimenez; Lynn Schofield Clark; Johnny Ramirez · DOAJ Open Access Articles

This article introduces Productive Disruptions as a framework for civic media literacy that centers equity and social justice. Past scholarship has emphasized understanding media content and gaining competence in media production. To center equity as a structural concern beyond individual behaviors, we argue for media literacy interventions that support disr…

Analysis of evaluation indicators and development of a logic model-based performance evaluation framework for early childhood programs in the Center for Children’s and Social Welfare Foodservice Management in South Korea: a mixed-methods study

Sohyun Park; Jieun Oh; Hyun Joo Ryou; Ji-Yun Hwang; Kirang Kim · DOAJ Open Access Articles

Objectives This study analyzed the current evaluation indicators used for early childhood programs by the Center for Children’s and Social Welfare Foodservice Management (CCFSM) in South Korea and developed a logic model-based performance evaluation framework to improve the system through outcome-oriented assessment. Methods The study comprised four stages. …

Developing and measuring an assessment instrument for media literacy among digital natives using Digital Intelligence (DQ) framework

Siti Nor Amalina Ahmad Tajuddin; Khairul Azam Bahari; Fatima Mohamed Al-Majdhoub; Nia Kurnia Maliki; Shanthi Balraj Baboo · DOAJ Open Access Articles

The emergence of digitalisation focusing on media literacy is becoming more prevalent and thus forcing educators to embrace innovations as our digital natives are now shifting their attention to digital technologies. This study aimed to develop and measure an assessment instrument for media literacy focusing on knowledge, skills, and values for digital nativ…

Hosting and healing: A framework for critical media literacy pedagogy

Dorotea Frank Kersch; Mellinee Lesley · DOAJ Open Access Articles

In this paper, through an exploration into our experiences as educators concerned with marginalized populations of learners in secondary and post-secondary settings, we argue for a pedagogy that brings together the realities of 21st century literacy practices with critical media literacy. We present a framework for teaching critical media literacy that addre…

The Implementation Of Indonesian Qualification Framework Curiculum (Iqfc) In Pragmatics Subject At Sixth Semester Of English Department At Uinsu Academic Year 2017/2018

Hidayati, Rahmi · Repository UIN Sumatera Utara

ABSTRACT Rahmi Hidayati.The Implementation of Indonesian Qualification Framework Curriculum in Pragmatics Subjects at Sixth Semester of English Education Department at UINSU Academic Year 2017/2018. A Skripsi. Department of English Education. Faculty of Tarbiyah and Teachers training. State Islamic University of North Sumatera Medan. 2018

The Case for Morals in Fashion Marketing Education: From 4Ps to 4Ds

Mitterfellner, O. · University of Westminster Research

education, specifically in fashion marketing education, which is rooted in exploitative capitalist, colonial foundations and creates mindless consumerism as part of the fashion system. Drawing on theoretical foundations including Marxism, Bronfenbrenner, and education through the lens of socialism and communism, this chapter exposes the historical and system…

INDONESIAN QUALIFICATIONS FRAMEWORK: SEBUAH UPAYA INTERNALISASI GENERIC SKILLS PADA MAHASISWA

Sumaryati, Sri · Universitas Negeri Yogyakarta

Nilai generic skills sangat penting untuk dimiliki oleh mahasiswa dalam usahanya meningkatkan kemampuannya untuk bersaing di pasar global. Untuk itu Perguruan Tinggi, dalam hal ini Program Studi hendaknya mampu memenuhi kebutuhan mahasiswa ini melalui kegiatan pembelajaran beserta perangkatnya, yang akhirnya terjabar pada sebuah kurikulum. Tujuan penulisan a…

PENGEMBANGAN INDONESIAN QUALIFICATION FRAMEWORK (IQF)* LEVEL 6 PROGRAM STUDI PENDIDIKAN BIOLOGI, PENDIDIKAN FISIKA, DAN PENDIDIKAN KIMIA PERGURUAN TINGGI (TAHUN I)

Zuhdan Kun Prasetyo, Zuhdan; Slamet, Suyanto; Senam, DR · Universitas Negeri Yogyakarta

Penelitian ini bertujuan untuk (1) mengumpulkan dan mencermati pendapat dosen dan mahasiswa Program Studi S1 Pendidikan Biologi, Pendidikan Fisika, dan Pendidikan Kimia dari beberapa Perguruan Tinggi di Indonesia tentang pentingnya pengembangan deskriptor spesifik KKNI Level 6 Pendidikan Biologi, Pendidikan Fisika, dan Pendidikan Kimia, (2) mengumpulkan…

PENGEMBANGAN INDONESIAN QUALIFICATION FRAMEWORK (IQF)* LEVEL 6 PROGRAM STUDI PENDIDIKAN BIOLOGI, PENDIDIKAN FISIKA, DAN PENDIDIKAN KIMIA PERGURUAN TINGGI (TAHUN I)

Zuhdan Kun Prasetyo, Zuhdan; Slamet, Suyanto; Senam, DR · Universitas Negeri Yogyakarta

Penelitian ini bertujuan untuk (1) mengumpulkan dan mencermati pendapat dosen dan mahasiswa Program Studi S1 Pendidikan Biologi, Pendidikan Fisika, dan Pendidikan Kimia dari beberapa Perguruan Tinggi di Indonesia tentang pentingnya pengembangan deskriptor spesifik KKNI Level 6 Pendidikan Biologi, Pendidikan Fisika, dan Pendidikan Kimia, (2) mengumpulkan…

SISTEM INFORMASI AKADEMIK DENGAN MONITORING SISWA VIA SMS GATEWAY MENGGUNAKAN FRAMEWORK WATERFALL

RIA RAHMAWATI, - · UIN Sultan Syarif Kasim Riau

SMA Serirama YLPI Pekanbaru merupakan sekolah menengah atas yang belum memanfaatkan sistem informasi sebagai salah satu bentuk pelayanan masyarakat dalam bidang pendidikan. Pada perkembangan teknologi saat ini mengharuskan instansi dapat memberikan informasi yang cepat dan akurat, salah satunya tidak terkecuali pada SMA Serirama YLPI Pekanbaru.Tujuan penelit…

Simulation-Based Tools in Graduate Accounting Education: A Conceptual Framework for Bridging Variance Analysis Theory and Practice

Ebhojie, Osemudiamhen; Dogbatsey, Elizabeth A; Oyeleye, Ajibola Oluwafemi · Zenodo Open Repository

PERENCANAAN MANAJEMEN LAYANAN TEKNOLOGI INFORMASI MENGGUNAKAN FRAMEWORK INFORMATION TECHNOLOGY INFRASTRUCTURE LIBRARY (ITIL) V3 (STUDI KASUS : DINAS KOMUNIKASI INFORMATIKA DAN STATISTIKA PROVINSI RIAU)

IRNI MAYRIANTIKA · UIN Sultan Syarif Kasim Riau

Dinas Komunikasi Informatika dan Statistika Provinsi Riau merupakan instansi pemerintahan yangmenerapkan layanan IT untukmendukung berbagai aktifitas pendorong dalam mencapai tujuan organisasi terutama dalam IT Goverment. Namun pada pelaksanaannya, terdapat kekurangan dalam hal prosedur yang kurang formal pene…

PENGUKURAN TINGKAT KEMATANGAN (MATURITY LEVEL) IT SERVICE MANAGEMENT(ITSM)MENGGUNAKAN FRAMEWORK ITIL V2(STUDI KASUS : PUSAT TEKNOLOGI INFORMASI DAN PANGKALAN DATA UIN SUSKA RIAU)

FEBRIAN · UIN Sultan Syarif Kasim Riau

Pada saat sekarang ini, Pusat Teknologi Informasi dan Pangkalan Data (PTIPD)sebagai unit yang berada dibawah naungan UIN SUSKA Riau menerapkan ITSMuntuk mendukung berbagai sistem informasi dan jaringan internet agar dapat digunakan oleh semua civitas di lingkungan UIN SUSKA Riau dengan baik. Namun pada pelaksanaannya setiap hari,…

Adapting English Language Education to the EIL Framework: A Case Study of Expanding Circle Countries

Mohammad Reza Anani Sarab; ?Abbas Monfared · DOAJ Open Access Articles

The pluricentricity of English language has led to the appearance of new trends in English language education. This is especially important in Expanding Circle (EC) countries to develop intercultural communication among learners. The current study attempted to investigate the views of Iranian Englishteachers towards the relevancy of English as an internation…

Critical media literacy and Black female identity construction: A conceptual framework for empowerment, equity, and social justice in education

Petra A Robinson; Ayana Allen-Handy; Kala Burrell-Craft · DOAJ Open Access Articles

This paper addresses the issues of knowledge production, which interrogate and disrupt dominant narratives that subjugate Black females related to their identity. We contextualize our discussion through the lens of critical consciousness and critical media literacy by exploring the role of popular media in identity development/imposition for Black females. W…