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A Comparative Analysis of Time-Series Models of ARIMA and Prophet IoT-Based Flood Forecasting in Sungai Melaka
Mazran Esro
; Siva Kumar Subramaniam
; Tuani Ibrahim, Ahamed Fayeez
; Yogan Jaya Kumar
; Siti Aisyah Anas
; Sujatha Rajkumar
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Flood prediction is essential for mitigating disasters, especially in low-lying areas. This study presents an IoT-driven flood forecasting system that utilizes ARIMA and Prophet models to predict water levels in Sungai Melaka, Malaysia. Sensor data collected from an IoT-based flood observatory system was used to train and evaluate both models. Performance analysis based on RMSE and MAPE revealed that while ARIMA captures short-term trends, Prophet outperforms it with a lower MAPE of 6% and RMSE...
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1 Sitasi
OPTIMALISASI POTENSI KARYAWAN: STUDI KASUS PROGRAM PENGEMBANGAN KOMPETENSI DI SAGALA
Probisnis
Vol 18
, No 1
(2025)
Industri food and beverage (F&B) di Indonesia terus menunjukkan pertumbuhan signifikan, mendorong perusahaan untuk meningkatkan daya saing melalui optimalisasi potensi karyawan. Penelitian ini bertujuan untuk menganalisis implementasi program pengembangan kompetensi di Sagala, sebuah perusahaan virtual restaurant multi-brand di Kota Bandung. Dengan pendekatan kualitatif deskriptif, data dikumpulkan melalui observasi dan wawancara mendalam dengan tim Organizational Development (OD), serta did...
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Simulation-Based Optimization of Resource Allocation in Seasonal Recreational Facilities Using Discrete Event Simulation and Machine Learning
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
The study proposes a simulation-based optimization framework to surmount recreational facility operational inefficiencies via spatial design, guest flow, and staff allocation. Adopting Discrete Event Simulation (DES) and Machine Learning (ML), the research optimizes capacity planning and resource allocation in the face of dynamic seasonal demands. A year's worth of operations data was utilized for statistical distribution modeling of visitor interarrival times in RStudio, categorized into low, r...
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Determinants of MSME Sustainability: A Regression-Based Study in Labuhanbatu
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
This study aims to identify factors that influence the development of healthy and independent MSMEs in Labuhanbatu Regency, Indonesia. The research method uses a quantitative approach with primary data collection through interviews and questionnaires distributed to 342 MSME actors in Labuhanbatu Regency. The sample was taken using a stratified random sampling technique based on the 2019 MSME population. The data were analyzed using multiple regression techniques to test the effect of the indepe...
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Pengaruh Customer Experience dan Variasi Produk Terhadap Keputusan Pembelian Mie Judes Sambi Kediri Peran Citra Merek Sebagai Variabel Mediasi
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to explain and test hypotheses regarding the influence of customer experience and product variation on consumer purchase decisions at Mie Judes Sambi Kediri, with brand image as a mediating variable. This research uses an associative approach with a quantitative method. The sampling technique employed is purposive sampling, involving 100 respondents who are consumers of Mie Judes Sambi. Data were collected through questionnaires, observations, documentation, and literature studie...
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Fake News Detection Using Bi-LSTM Architecture: A Deep Learning Approach on the ISOT Dataset
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The proliferation of fake news across digital platforms has raised critical concerns about information reliability. A notable example is the viral rumour falsely claiming that the Nigerian Minister of the Federal Capital Territory, Nyesom Wike, had collapsed at an event and was rushed to an undisclosed hospital an entirely fabricated claim that caused public confusion. While both traditional machine learning and deep learning approaches have been explored for automated fake news detection, many...
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2 Sitasi
Exploring Spatial Relationship in Criminal Behavior: A Spatial Analysis of Offenders’ Homes and Theft Locations in Kuching, Sarawak, Malaysia
Forum Geografi
Vol 39
, No 2
(2025)
This study aims to identify the proximity of offenders' homes to the theft location in Kuching, Sarawak. The attribute data includes the total number of theft offenders in Kuching in 2018, categorized as solo and co-offenders. It also details the modus operandi used in these thefts, as well as the offenders' employment and educational backgrounds. At the same time, spatial data consists of Kuching and Samarahan land use types, Kuching police station sector boundaries, the home addresses of offen...
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Implementing Lean Manufacturing Using Value Stream Mapping for Automotive Maintenance Efficiency
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Transportation is very vital to society these days as it provides mobility and maintains economic growth. In January 2022, Indonesia was Southeast Asia's largest auto market. PT Blue Bird Tbk., one of the largest car rental and transportation companies in Indonesia, faced very critical problems involving workshop efficiency and customer satisfaction. This study will optimize the car repair process via the implementation of Lean Manufacturing principles with the Digital Value Stream Mapping (DVSM...
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Workshop Digital Marketing, Inovasi Desain, Katalog dalam Upaya Peningkatan Harga Jual Gerabah di Desa Rendeng, Kecamatan Malo, Kabupaten Bojonegoro
Wulandari, Septi
; Rizka Syahira Ramadhani
; Nadia Salsa Bila
; Fiza Istanti Nur Rosida
; Dimas Syahputra Aidil Laqod
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Desa Rendeng Kecamatan Malo Kabupaten Bojonegoro merupakan salah satu desa yang memiliki potensi culture site gerabah. Kerajinan ini telah ada sejak tahun 1930an, produk awal yang dihasilkan berupa bentuk boneka pengantin. Tantangan yang dihadapi pengrajin gerabah meliputi tantangan internal dan tantangan eksternal. Pengabdian masyarakat dilakukan menggunakan metode kualitatif pendekatan partisipatif perajin gerabah yang terlibat dalam merencanakan kegiatan berdasarkan wawancara untuk menelaah p...
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Peningkatan Keterampilan dan Produksi Pakan Berbasis Silase bagi Peternak Sapi di Kecamatan Musuk
Gojandra, Farda Pega Libra
; Priyanto, Kaleb
; Cahyanto, Septian Eko
; Saputra, Dimas Chandra
; Wibowo, Andika Agus Tri
; Rahmawati, Adinuringtyas Herfi
; Sarai Enita
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Program pengabdian kepada masyarakat ini bertujuan untuk meningkatkan keterampilan dan kapasitas peternak sapi di Kecamatan Musuk, Boyolali, melalui penerapan teknologi pencacah hijauan dan teknik fermentasi silase. Program dilaksanakan dengan pendekatan partisipatif yang melibatkan 15 peternak anggota Slamet Jaya Farm selama delapan bulan. Kegiatan meliputi perancangan dan pembuatan mesin pencacah sederhana, pelatihan teknis, demonstrasi praktik pembuatan silase, serta pendampingan berkelanjuta...
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