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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) International Journal of Informatics and Communication Technology (IJ-ICT) Bulletin of Electrical Engineering and Informatics JAM : Jurnal Aplikasi Manajemen Jurnal EECCIS Jurnal Penelitian Karet Jurnal ULTIMA InfoSys Dinasti International Journal of Digital Business Management Jurnal Teknik Informatika (JUTIF) Journal of Applied Data Sciences Teknovokasi : Jurnal Pengabdian Masyarakat Jurnal Lamellong: Pengabdian Kepada Masyarakat
Arief Ramadhan
Pusat Penelitian Karet Jl. Salak No.1 Bogor 16151
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Environmental Science Social Sciences Other

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Journal : Journal of Applied Data Sciences

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Modelling Data Warehousing and Business Intelligence Architecture for Non-profit Organization Based on Data Governances Framework Paramita, Adi Suryaputra; Prabowo, Harjanto; Ramadhan, Arief; Sensuse, Dana Indra
Journal of Applied Data Sciences Vol 4, No 3: SEPTEMBER 2023
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v4i3.117

Abstract

Information systems research for non-profit organizations is an opportunity to make a contribution to the field of information systems, the adoption of information systems in this field is relatively tedious and there are few studies that examine this area; consequently, there are several research gaps in the domain of non-profit organizations that need to be solved. This research will focus on the development of data warehouse architecture and business intelligence for non-profit organizations. In this study, the Soft Systems Methodology (SSM) technique will be employed to develop a data warehouse architecture and business intelligence. This research will interview twenty individuals to collect primary data, review organizational policy documents, and conduct an open-ended survey. The obtained data will then be qualitatively analyzed, resulting in the formation of rich picture diagrams, CATWOE analysis, and conceptual models, which will ultimately form a data warehouse architecture and business intelligence. This research has produced a microservices-enhanced data warehouse architecture and business intelligence for non-profit organizations.
An Unsupervised Learning and EDA Approach for Specialized High School Admissions Paramita, Adi Suryaputra; Ramadhan, Arief
Journal of Applied Data Sciences Vol 5, No 2: MAY 2024
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v5i2.178

Abstract

This research investigates disparities in access and representation within specialized high school admissions processes, focusing on public middle schools in New York City. Leveraging a dataset by a non-profit organization dedicated to increasing diversity in specialized high school admissions, the study employs exploratory data analysis and unsupervised learning techniques to identify schools with high levels of underrepresentation and academic potential. The analysis reveals significant disparities in access to specialized high schools, with certain demographic groups and schools facing barriers to entry. Through k-means clustering, schools are categorized based on their academic performance and demographic composition, enabling targeted intervention strategies to address disparities in access and representation. The research proposes general use towards education, including on-campus interventions, awareness campaigns, and regional information sessions, aimed at fostering equitable access to specialized high school programs. This study contributes to the broader discourse on educational equity and offers valuable insights for policymakers, educators, and researchers seeking to promote diversity and inclusion within educational systems.
Co-Authors Abdurrasyid Adi Cifriadi, Adi Adi Suryaputra Paramita Aditya Wardhana Ardila Rahma, Rana Arif Imam Suroso Asron Ferdian Falaah, Asron Ferdian Attaqwa, Yusita Bambang Soegijono Dana Indra Sensuse Darsono Darsono Elin Nuraini Fairus Ferdiansyah Deu, Givari Fathurrohman, M Irfan Firdaus, Yusep FITRIANI, Irma Nur FITRIANI, RACHMA Fransisca Debora Hani Handayani, Hani Harjanto Prabowo Harry Budi Santoso Henry Prastanto, Henry Hermanto Rudy, Lim Imran, Siti Nurfadila Indrianto Indrianto Kusumo, Dana Sulistyo Lila Setiyani Maya Kasmita Muhammad Irfan Faturrohman, Muhammad Irfan Norma Arisanti Kinasih, Norma Arisanti Nur Indah Susanti, Meilia Nurdiansyah, Mochamad Ikhsan Rizal S, Muh. Romayah, Siti Santi Puspitasari Santo Wijaya Saputra, Prasetya Cahya Siti Syarifah Wafiqah Wardah Sultan, Sulhani Purwanti Suryodiningrat, Satrio Pradono Susanti, Meilia Nur Indah Tenriulan, Andi