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A Hybrid AI–SEMPLS Model for Digital Visualization Acceptance in Blue Tourism: Evidence from Lampung Province
Blue tourism destinations often lack advanced digital tools capable of providing real-time, AI-driven visualization and user-centered information services. This study addresses this gap by developing JELAMBU, an AI-enabled digital visualization platform, and by evaluating user acceptance through a hybrid SEMPLS models. The research aims to: (i) design and implement an AI-based system that combines chatbot interaction, realtime sentiment analytics, and digital visualization; and (ii) examine the...
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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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The effect of team assisted individualization on students' mathematical problem solving ability
Mathematical problem-solving ability is a critical competency in 21st-century education, yet many students at the junior secondary level continue to struggle with solving non-routine problems and applying systematic strategies. This study aims to examine the effect of the Team Assisted Individualization (TAI) cooperative learning model on students' mathematical problem-solving ability in a madrasah context, which remains underexplored in previous research. A quantitative approach with a quasi-ex...
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Pembuatan Dan Penerapan Pupuk Organik Cair (Kocor) di Kebun Lordes Dalam Upaya Meningkatan Pertumbuhan Tanaman Melon (Cucumis melo L.)
Bria, Deseriana
; Mamo, Wenselaus
; Aja, Lorensius Yustianus
; Ndua, Natalia Desy Djata
; Naisali, Hyldegardis
; Tay, Delviana
; Naitili, Alexandria
The study aimed to develop and apply liquid organic fertilizer (kocor) in Lordes Farm to improve the growth and productivity of melon (Cucumis melo L.). The production of liquid fertilizer was carried out through fermentation using brown sugar, EM4, humic acid, and urea as nutrient sources, producing a nutrient-rich liquid suitable for soil application. The application was conducted by drenching the fertilizer around the root zone at regular intervals. The results showed that liquid organic fert...
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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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Mangrove Loss and Blue Carbon decline in Indonesia’s Coastal Regions
Indonesia has the largest mangrove area in the world and supports high diversity, including 92 true mangrove species. They provide critical ecosystem services such as protection from floods, disaster risk reduction, fisheries support, carbon sequestration, and erosion prevention. Despite their importance, Indonesia has experienced significant mangrove loss/destruction over the past two centuries. This is majorly driven by factors such as pollution, illegal logging, rapid urbanization, agricultur...
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Strengthening Business Networks Through Technology Utilization for MSMEs in Pegandon District
Digital technology enables the growing development of online shopping. This also makes it possible for each seller to market their products or services with a wider range and costs that are not as expensive as conventional ones. Pegandon District has many business actors or MSMEs. The GRDP growth rate in Pegandon District has not recovered after the COVID-19 pandemic. One way to increase the GRDP growth rate is to increase the capability of business actors in selling or distributing their produc...
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