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DOAJ Open Access
Predictive analytics, process optimization, firm performance and innovation in Moroccan firms: the mediating role of cognitive biases and the moderating role of strategic flexibility
Cogent Business & Management, Vol 13, Iss 1 (2026) | ISSN: 2331-1975
With the rise of digitalization and increasing economic uncertainty, firms are increasingly relying on predictive analytics and process optimization to enhance performance. While prior studies emphasize their strategic value, the mechanisms through w...
DOAJ Open Access
The impact of predictive and prescriptive big data analytics on sustainable product development through technological innovation in manufacturing SMEs
Production and Manufacturing Research: An Open Access Journal, Vol 14, Iss 1 (2026) | ISSN: 2169-3277
This research investigates the influence of prescriptive (PRBDA) and predictive big data analytics (PBDA) on sustainable product development performance (SPDP) among manufacturing SMEs, with technological innovation (TI) serving as a mediator. Ground...
DOAJ Open Access
The challenges of applying predictive analytics and knowledge for decision-making in talent management
Journal of Innovation & Knowledge, Vol 17, Iss , Pp 101044- (2026) | ISSN: 2444-569X
This paper explores the application of predictive analytics in talent management (TM) through a bibliometric analysis of the literature. Although predictive analytics can provide meaningful insight into the future performance of employees, turnover, ...
Zenodo (Buku OA)
AI-POWERED PREDICTIVE ANALYTICS FOR INTELLIGENT DECISION SUPPORT SYSTEMS
The digital landscape is undergoing a seismic shift, moving beyond the era of simple data storage into an age where the true value of information lies in its ability to forecast the future. AI-Powered Predictive Analytics for Intelligent Decision Sup...
Repositori Institusi
Repositori Institusi
Model penilaian pembelajaran kursus online caregiver
Sejak tahun 2018, kami sudah terlibat dalam pengembangan model kursus online caregiver yang merupakan sebuah LMS (Learning Management System) dalam bentuk platfrom yang bisa dijadikan opsi/pilihan jika LKP atau satuan pendidikan yang berminat menyedi...
Jurnal Institusi
Comparative Analysis of Advanced Machine Learning Models for SME Credit Risk Classification
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 72-78
This study addresses the growing need for accurate and reliable credit risk classification in Small and Medium Enterprises (SMEs), which play a vital role in economic development but remain vulnerable to financial instability and non-performing loans...
Jurnal Institusi
Integration of Explainable AI (XAI) Models for ESG Reporting within a Sustainable Enterprise Information System Governance Framework
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 12-31
Climate change demands transparent and evidence-based sustainability governance. This study develops an Explainable Artificial Intelligence–Enabled Decision Support System (XAI-EDSS) to predict and explain Indonesia’s carbon emissions within t...
Jurnal Institusi
Review Instrumen Pemantauan Perilaku Geoteknik
SEMASTER: Seminar Nasional Teknologi Informasi & Ilmu Komputer; Vol. 4 No. 1 (2025): Prosiding SEMASTER: Seminar Nasional Teknologi Informasi & Ilmu Komputer; 280-290
Geotechnical behavior monitoring plays a crucial role in ensuring the safety, reliability, and sustainability of infrastructure. Geotechnical instruments are employed to detect critical parameters such as deformation, pore water pressure, settlement,...
Jurnal Institusi
Optimization and Comparative Analysis of C4.5, Random Forest and XGBoost for Mapping SMK Muhammadiyah 2 Pekanbaru Alumni Career Pathways
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 42-48
The mapping of vocational high school (SMK) alumni career pathways is essential to strengthen the link-and-match policy between vocational education and industry. However, most tracer studies focus primarily on descriptive statistics rather than pred...
Jurnal Institusi
Optimization of a Hybrid NLP Model for Multi-Aspect Sentiment Analysis of the Minister of Finance of the Republic of Indonesia
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 49-59
The rapid growth of social media platforms has created extensive opportunities to analyze public opinion toward government policies using computational approaches. Public discussions related to fiscal governance, particularly those involving the Mini...
Jurnal Institusi
Automating Learning Analytics Dashboards: A Data-Driven Approach to Tracking Digital Literacy Progression
CyTED: Journal of Cyberlearning, Technolinguistics, & Edu-Games; Vol. 1 No. 1 (2026): April 2026
As cyber-learning environments become increasingly complex, the manual assessment of digital literacy progression presents a significant bottleneck for educators and researchers. This paper proposes a high-performance, automated Learning Analytics Da...
Jurnal Institusi
ERP System Integration Architecture with Artificial Intelligence Models for Supply Chain Management and Inventory Control Optimization
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 60-71
The increasing complexity of supply chain management (SCM) and the volatility of customer demand pose major challenges to traditional inventory control mechanisms embedded in Enterprise Resource Planning (ERP) systems, which are largely deterministic...
Jurnal Institusi
PEMANFAATAN MEDIA SOSIAL DAN PENERAPAN SOCIAL MEDIA ANALYTICS (SMA) UNTUK PERPUSTAKAAN DI INDONESIA
Jurnal Pustaka Budaya; Vol. 5 No. 2 (2018); 1-10
Penenlitian ini bertujuan untuk mengetahui perkembangan pemanfaatan media sosial di perpustakaan, memberikan rancangan untuk penerapan SMA di perpustakaan, serta mengidentifikasi tantangan dalam penerapan SMA di perpustakaan yang ada di Indonesia. Pe...
Jurnal Institusi
Bridging the Contextual Realism Gap: A Learning Analytics Model for STCW-Compliant Maritime English Training
Elsya : Journal of English Language Studies; Vol. 7 No. 3 (2025): Elsya : Journal of English Language Studies ; 298-311
This study addresses a critical gap in online SMCP training, aiming to enhance maritime safety through effective communication, aligned with STCW competency standards. Employing a mixed-methods instrumental case study design, this research involved 6...
Jurnal Institusi
Measurement of Company Performance Pt. Meridan Sejati Surya Plantation Kerinci Kanan Using Balanced Scorecard
Jalak: JURNAL AKUNTANSI LANCANG KUNING; Vol. 3 No. 1 (2025): JALAK
This study endeavours to elucidate the evaluative mechanism of corporate performance through the balanced scorecard paradigm, employing a quantitative modality. The focal entity is PT. Meridan Sejati Surya Plantation, domiciled in Kerinci Kanan, Siak...
Jurnal Institusi
The Utilization of AI in Student Assessment and Analysis at SMA Negeri 18 Pekanbaru
J-COSCIS : Journal of Computer Science Community Service; Vol. 6 No. 1 (2026): J-COSCIS : Journal of Computer Science Community Service; 63-70
This community service activity aims to improve the technological literacy of teachers at State Senior High School 18 Pekanbaru. This is done through training on the use of artificial intelligence (AI), specifically machine learning (ML), in assessin...
Jurnal Institusi
Algoritma Backpropagation Prediksi Harga Komoditi terhadap Karakteristik Konsumen Produk Kopi Lokal Nasional
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi; Vol. 11 No. 1 (2020): Digital Zone: Jurnal Teknologi Informasi dan Komunikasi; 96-107
Kopi bagian penting dari komoditi pasar nasional maupun internasional. Secara nasional jenis kopi lokal beragam sesuai nama daerah penghasil mengalami naik turun harga Perlu perencanaan teknologi untuk mengetahui harga kopi ke depan. Peramalan atau p...
Jurnal Institusi
Digital Adoption Asistance for the Wood Craftmans Community Towards Upgrading MSMEs: Pendampingan Adopsi Digital Bagi Komunitas Pengrajin Kayu Menuju UMKM Naik Kelas
Dinamisia : Jurnal Pengabdian Kepada Masyarakat; Vol. 8 No. 1 (2024): Dinamisia: Jurnal Pengabdian Kepada Masyarakat; 321-327
The government has launched the MSME Level Up program, which is a government program to facilitate MSMEs to move up a class in terms of digital adoption in order to expand marketing access, and business efficiency, increase sales transactions, and in...
Jurnal Institusi
Optimization of Employee Selection Using Hybrid DSS: SAW Approach and Random Forest-Based Attrition Prediction
SEMASTER: Seminar Nasional Teknologi Informasi & Ilmu Komputer; Vol. 4 No. 1 (2025): Prosiding SEMASTER: Seminar Nasional Teknologi Informasi & Ilmu Komputer; 446-458
Pemilihan karyawan merupakan komponen kritis dalam manajemen sumber daya manusia yang memerlukan tingkat objektivitas dan efisiensi yang tinggi. Studi ini mengusulkan sistem pendukung keputusan (DSS) hibrida yang menggabungkan metode Simple Additive ...