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Pengelolaan Sampah Tingkat Rumah Tangga Melalui Bank Sampah
Dhaningtyas, Shalihat Afifah
; Kristini, Tri Dewi
; Nursetia, Cantika Dwi
; Astiah, Delfika Dwi
; Anggara, Muhammad Surya
; Wibowo, Aditia Fajar Putra
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Peningkatan jumlah penduduk dan bangunan mengakibatkan peningkatan jumlah konsumsi barang yang dapat menghasilkan sampah TPS (Tempat Pembuangan Sementara). Sampah di sekitar permukiman penduduk sudah tidak mampu lagi menampung volume sampah yang terus meningkat. Tujuan: mengetahui peningkatan pengetahuan warga tentang pengelolaan sampah tingkat rumah tangga. Metode: metode yang digunakan yaitu observasi dengan ceramah, praktik langsung, dan mengerjakan soal pre-test dan post-test...
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A Decision Support System Based on Transformer-Driven Sentiment Analysis of Social Media Data
The growing availability of social media data offers new opportunities for decision support systems (DSS) in large-scale human resource screening. This study proposes a technology-driven DSS architecture integrating transformer-based sentiment analysis to support early-stage candidate profiling. Its novelty lies in combining IndoBERT-based sentence embeddings with a structured DSS layer that aggregates tweet-level sentiment into risk-aware recommendations, rather than treating sentiment classifi...
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Intervensi Edukasi Reproduksi untuk Cegah Infeksi Menular Seksual pada Remaja Melalui Sekolah
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar belakang: Remaja merupakan kelompok usia yang rentan terhadap infeksi menular seksual (IMS) dan human immunodeficiency virus/acquired immuno deficiency syndrome (HIV/AIDS) akibat kurangnya akses terhadap informasi kesehatan yang akurat dan edukatif. Kondisi ini menunjukkan perlunya intervensi edukatif yang sistematis dan berbasis sekolah guna meningkatkan pemahaman remaja mengenai kesehatan reproduksi serta pencegahan IMS dan HIV/AIDS. Tujuan: Kegiatan ini bertujuan untuk meningkatkan peng...
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Skrining Tekanan Darah Sebagai Upaya Pencegahan Hipertensi di Posyandu Kenanga 1 Desa Bendan
Natalia Novel, Desi
; Dhuha, Ahad Agafian
; Vionyca, Faureladinda
; Yumna, Destya Ashila
; Nanda, Evilia
; Purnama, Ghafari Surya
; Fathurrohman, Muhammad
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 5
, No 2
(2026)
Latar Belakang: Hipertensi merupakan kondisi meningkatnya tekanan darah di atas batas normal dan menjadi salah satu penyebab utama penyakit kardiovaskular. Rendahnya kesadaran masyarakat dalam melakukan pemeriksaan tekanan darah secara rutin menjadikan hipertensi sebagai “silent killer” yang berbahaya. Tujuan: Untuk mengidentifikasi hipertensi melalui skrining tekanan darah dan memberikan informasi kesehatan sebagai upaya pencegahan dan pengendalian hipertensi. Metode: Kegiatan pengabdian kepada...
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Argumentation ability of eighth-grade students on Pythagorean theorem material using Toulmin's argumentation model
It is known that students' argumentation skills remain in the low category, and it is important for teachers to improve the teaching and learning process to foster their development. Before making improvements, it is necessary to assess each student's argumentation ability to determine appropriate steps to enhance the teaching and learning process, ensuring that every student's argumentation skills improve. Therefore, this study aims to describe students' argumentation skills on the Pythagorean...
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Designing hypothetical learning trajectory of geometry transformation using realistic mathematics education
KOMAEDI, ZAHRA
; Putri Ayunia Rahmawati
; Saskia Eva Aprilia
; Gladis Audia Meyfika
; Putri Claudia Maharani Saputro
; Farida Nursyahidah
Geometric transformation is an important topic in mathematics that students must master. However, many students find it difficult to understand geometric transformations abstractly. Thus, the purpose of this research is to develop a learning trajectory that facilitates students' understanding of geometric transformations by using the context of Tayub Dance and GeoGebra media for ninth-grade students at junior high schools in Semarang. The approach applied is Realistic Mathematics Education (RME)...
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Identifying key determinants of students' mathematics achievement using lasso regression
Cognitive, socioeconomic, and instructional factors influence students' mathematics achievement. However, modeling these determinants becomes challenging when the number of predictors is relatively large compared to the available sample size, potentially leading to unstable estimates in conventional regression models. This study aims to identify key determinants of students' mathematics achievement using the Least Absolute Shrinkage and Selection Operator (LASSO) regression approach and to const...
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Pemberdayaan KWT Arum Lestari Desa Pandak Banyumas Melalui Inovasi Ipteks Untuk Meningkatkan Kualitas dan Pemasaran Produk Makanan Ringan
The Arum Lestari Women Farmers Group in Pandak Village, Banyumas, has a great opportunity in developing the production of snacks made from local agricultural products. The snacks produced are processed sweet potato products. The problems faced include limitations in maintaining product quality, lack of efficiency in the production process, and constraints in marketing and business management. The objective of the community service activity is to improve the quality and effectiveness of marketing...
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Sentiment Analysis in User Reviews of Tourist Attractions in East Nusa Tenggara Using Machine Learning Classification
Journal of Multimedia Trend and Technology
Vol 5
, No 1
(2026)
This study aims to analyze user review sentiments for six tourist attractions in East Nusa Tenggara Province by utilizing a large amount of review data obtained from Google Maps. Data was collected through a scraping process using Serp API, followed by cleaning and text pre-processing to improve data quality. Sentiment labeling was performed automatically using the Indo-BERT model to obtain three sentiment classes: positive, negative, and neutral. Text feature representation was performed using...
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Integrating Digital Technologies for Sustainable Tourism: Quantitative Assessment of Tech-Enabled Organizational Practices
This study examines how digital transformation technologies drive sustainability performance in the tourism sector by integrating Internet of Things (IoT), artificial intelligence (AI), and big data analytics into organizational culture and leadership. A mixed dataset of 300 tourism enterprises in Asahan Regency, Indonesia, complemented by technical indicators such as energy consumption (kWh) and IoT penetration, was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Th...
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