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Comparison of Support Vector Machine and XGBoost Algorithms in Sentiment Analysis of Visitor Reviews of Baturraden Tourism Forest
Journal of Multimedia Trend and Technology
Vol 4
, No 2
(2025)
The Google Maps platform provides a platform for visitors to express their opinions through reviews. This study aims to compare the performance of the Support Vector Machine and XGBoost algorithms in sentiment analysis of Baturraden Tourism Park visitor reviews. Data were collected using scraping techniques and obtained 4,096 reviews. After going through preprocessing stages including cleaning, tokenization, normalization, stopword removal, and stemming, the data used in the analysis process amo...
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Understanding GenAI Adoption in Education: A Systematic Literature Review
Hidayat, Alifiansyah Arrizqy
; Rospricilia, Tita Ayu
; Rosidah, Nur Azizah
; Fauzia, Ramadhani Vanva
; Putra, Ian Mahendra
Journal of Multimedia Trend and Technology
Vol 4
, No 2
(2025)
This study conducts a systematic literature review of 40 peer-reviewed articles to investigate behavioral factors influencing the adoption of Generative Artificial Intelligence (GenAI) in education. Using PRISMA guidelines, the review identifies key constructs from the Unified Theory of Acceptance and Use of Technology (UTAUT) including performance expectancy, effort expectancy, social influence, and facilitating conditions as consistent predictors of GenAI usage. Additionally, complementary var...
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Barriers to Lean Manufacturing Implementation in the Bakery Industry: An Empirical Study from Indonesia
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
The implementation of lean manufacturing is essential for companies to minimize waste by reducing non-value-added activities while maintaining product quality and customer satisfaction. Despite its advantages, various barriers hinder its optimal application. This study aims to identify the factors that impede the implementation of lean manufacturing and determine the most dominant factors in bakery factories in Indonesia. The research was conducted across 14 bakery factories on the islands of Su...
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Unlocking Indonesia’s Critical Minerals for Renewable Energy: Challenges and Pathways to Net-Zero Emissions
Andrew Cahyo Adhi
; Nur Widi Priambodo
; Muchammad
; Suryo Utomo, Tony
; Akmal Setia Abdrian, Reyhan Kevin
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Indonesia holds a pivotal role in the global renewable energy (RE) transition due to its abundant reserves of critical minerals like nickel, cobalt, and rare earth elements (REEs). However, a significant gap exists between these resources and the technologies needed to leverage them, highlighting supply chain vulnerabilities. This qualitative, exploratory-descriptive study integrates Life Cycle Assessment (LCA), criticality matrix analysis, and value chain mapping to examine Indonesia’s mineral...
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Mechanical Performance of Epoxy Composite Reinforced with Wood Dust and Crumb Rubber Waste
Imran, Al Ichlas
; Siregar, Januar Parlaungan
; Cionita, Tezara
; Fitriyana, Deni Fajar
; Anis, Samsudin
; Dewi, Rozanna
; Junaedi, Thomas
; Wijayanto, Etanto Heiliano
; Prayogo, Wisnu
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
The incorporation of wood dust and crumb rubber waste as filler in polymer matrix composite still requires in-depth evaluation of mechanical properties because they have different characteristics. This study evaluates the tensile, flexural, and hardness properties of epoxy composites reinforced with various fractions of wood dust and crumb rubber (5, 10, and 15%). The results showed that the composite with 5% crumb rubber produced the highest tensile strength of 15.52 MPa (CR5), while the highes...
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Quantifying the Causal Impact of Employment Trends on Academic Performance Using Time-Series and Public Interest Data in Indonesia
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
This study quantifies the causal impact of employment trends on academic performance using a hybrid model of survey data and time-series public interest data from Google Trends in Indonesia. Employing Granger causality and regression analysis, the research investigates eight determinants of GPA and their relationship to labor indicators. A purposive sample of 40 respondents and secondary data from 2011–2019 were analyzed. Granger tests reveal significant one-way causality from employment to GPA...
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META-ANALISIS: PENERAPAN PROBLEM BASED LEARNING TERHADAP LITERASI MATEMATIKA SISWA SEKOLAH MENENGAH
Priscilia, Priscilia Monica Praneswari
; Kristina Wijayanti
; Nuriana Rachmani Dewi
; Scolastika Mariani
; Isnaini Rosyida
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Literasi matematika merupakan keterampilan penting dalam menghadapi society 5.0 sehingga sangat penting bagi siswa untuk memiliki keterampilan tersebut. Literasi matematika siswa tingkat sekolah menengah masih tergolong rendah, hal tersebut dibuktikan dengan nilai PISA dan penelitian literasi matematika di sekolah menengah. Tujuan dari penelitian ini untuk mengetahui dampak penerapan model PBL terhadap literasi matematika siswa di tingkat sekolah menengah. Penelitian ini menggunakan metode meta-...
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ANALISIS KEBUTUHAN MEDIA PEMBELAJARAN BERBASIS AUGMENTED REALITY MENGGUNAKAN KERANGKA DESIGN THINKING UNTUK MENINGKATKAN NUMERASI: INDONESIA
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Penelitian ini bertujuan untuk menganalisis kebutuhan media pembelajaran berbasis Augmented Reality (AR) dengan menggunakan kerangka Design Thinking untuk meningkatkan kemampuan numerasi siswa. Numerasi merupakan kemampuan fundamental yang sangat penting dalam pendidikan, dan teknologi AR memiliki potensi besar untuk meningkatkan pengalaman belajar siswa melalui interaksi yang lebih menarik dan intuitif.
Pendekatan Design Thinking digunakan dalam penelitian ini untuk memahami kebutuhan siswa dan...
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PENGEMBANGAN PERANGKAT PEMBELAJARAN MATEMATIKA DENGAN MODEL PROBLEM BASED LEARNING BERBANTUAN GEOGEBRA UNTUK MENINGKATKAN PEMAHAMAN KONSEP MATEMATIS SISWA
JIPMat (Jurnal Ilmiah Pendidikan Matematika)
Vol 10
, No 1
(2025)
Penelitian ini memiliki tujuan untuk mengembangkan perangkat pembelajaran matematika menggunakan model PBL berbantuan Geogebra, dengan fokus untuk meningkatkan pemahaman konsep matematis siswa pada materi program linear, yang memenuhi kriteria valid, praktis, dan efektif. Model pengembangan yang digunakan adalah ADDIE. Teknik pengumpulan data melibatkan tes, validasi, dan angket respon. Instrumen yang digunakan untuk pengumpulan data adalah lembar validasi, angket respon guru, angket respon sisw...
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Utilization of Real Media with Individual Learning Programs in the Aspects of Social Skills for Early Childhood Children with ASD
Paudia
Vol 14
, No 3
(2025)
Abstract
Social skills are crucial for early childhood development, especially for children with ASD. Success in improving social skills in children with special needs depends heavily on the learning system implemented. Based on observations, Fun & Play Inclusive Kindergarten Semarang implements an individual learning program utilizing realia media to develop the social skills of children with special needs. This study aims to determine how the use of realia media in an individual learning p...
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