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Model Klasifikasi Emosi Berbasis Teks dengan Algoritma Decision Tree dan Support Vector Machine
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Text-based communication has become a key means of interaction across various sectors. Previous studies have applied supervised learning algorithms to emotion classification in text. These studies used different datasets, but this diversity also introduced a risk of overfitting in text-based emotion classification models. Consequently, the use of cross-validation and hyperparameter optimization is required to ensure the model’s generalization ability. The aim of this research is to compare the p...
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Implementasi Algoritma K-Nearest Neighbor Dalam Prediksi Penyakit Jantung
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Heart failure is a serious and pressing health problem that affects millions of people worldwide. Several factors influence the occurrence of heart failure, such as age, type of pain, blood pressure, cholesterol levels, and other risk factors associated with heart disease. With current technological developments, data mining and machine learning can be used to predict patient health conditions. Therefore, the problem of this research is how to implement data mining techniques for identifying hea...
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Pengaruh Strategi Pengelolaan Modal Kerja dan Akses Sumber Pembiayaan terhadap Keberlanjutan Usaha Pedagang Kaki Lima: Studi Kasus di Pulo Jahe, Jakarta Timur
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 3
(2025)
Street vendors (PKL) are an essential part of the informal sector that significantly contributes to the urban economy, yet they face considerable challenges in sustaining their businesses. This study aims to analyze the influence of working capital management strategies and access to financing on the business sustainability of street vendors in Pulo Jahe, East Jakarta. A quantitative approach was employed using a Likert-scale questionnaire with 33 respondents selected through purposive sampling....
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Peningkatan Kompetensi Menulis Bagi Mahasiswa Politeknik Yakpermas Banyumas Melalui Pelatihan Penulisan Artikel Ilmiah
Inayah, Mazidah Noer
; Budiarti, Suci Indah
; Widyayanti, Oksita Asri
; Nurcahyanti, Khusnul Khotimah Arum
; Rahmansyah, Ilham
; Alifah, Assha Luthfianie
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Menulis artikel ilmiah seringkali menjadi tantangan tersendiri bagi mahasiswa. Beberapa kesulitan yang dihadapi mahasiswa dalam menulis diantaranya membuat parafrase kalimat, menyajikan dan menjelaskan data hasil penelitian, terbatasnya referensi, hingga rendahnya motivasi dalam menulis. Oleh karena itu, diperlukan kegiatan pelatihan penulisan artikel ilmiah bagi mahasiswa dengan tujuan memberikan pengetahuan dan pemahaman (edukasi) serta melatih keterampilan menulis artikel ilmiah dengan baik...
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Pemanfaatan Minyak Jelantah Menjadi Lilin Aromaterapi sebagai Upaya Pengelolaan Limbah dan Pemberdayaan Ekonomi Masyarakat
Zuhro, Nurul Shofiatin
; Azhari, Muhammad Asshiddiqi
; Rovidhoh, Ana
; Petrik, Shela
; Izzatadiini, Arini
; Cahyono, Moch. Rizki Nur Hidayat
; Rachmatullah, Alya Zahirah
; Labibah, Sajiya
; Azizzah, Sabrina Ghina
; Lestari, Cica Aisyah
; Agustin, Syifa Frida
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
Used cooking oil is a household waste that may pollute the environment and harm human health if disposed of or reused improperly. This community service program aimed to provide a waste management solution while enhancing the community’s economic skills through training on producing aromatherapy candles from used cooking oil. The implementation method included awareness sessions on the hazards of used cooking oil, technical training using a learning by doing approach, and assistance in productio...
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Diversifikasi Olahan Bandeng Tanpa Limbah menjadi Nuget dan Stik untuk Meningkatkan Nilai Ekonomis Bandeng
Dyah Ilminingtyas Wahyu Handayani
; Diah Kartikawati
; Sri Suprapti
; Shaivaila Nashika
; Abdillah Rizqi Firmansyah
; Natasha Meisya Putri
; Nur Dwi Wahyu Wibowo
; Sulis Diyah Tia Wati
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Program pengabdian masyarakat dengan tema Diversifikasi Olahan Bandeng Tanpa Limbah menjadi Nuget dan Stik untuk Meningkatkan Nilai Ekonomis Bandeng telah dilakukan di Kelompok Tani Tunas Harapan Kelurahan Mangkang Wetan Kota Semarang bulan Juli 2025 - Agustus 2025. Program ini bertujuan meningkatkan nilai ekonomis bandeng yang merupakan komoditas utama tambak Masyarakat Mangkang Wetan. Permasalahan utama yang dihadapi meliputi rendahnya diversifikasi produk dan tingginya limbah produksi. Limba...
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PENINGKATAN PENGETAHUAN IBU DAN KADER DALAM RANGKA PENURUNAN ANGKA STUNTING MEWUJUDKAN INDONESIA SEHAT DI PADUKUHAN PONGGOK
Mustofa, Moh Makfi
; Syalim, Aizan
; Ardiansyah, Evan
; Khoiriyah, Niswatun
; Salsabila, Nayla Rahma
; Annisa, Nanda
; Febriyani
; Rohmah, Fatimatur
; Susilawati, Sepfitri Eka
; Saputri, Sindy
; Nurinda, Eva
Empowerment Journal
Vol 5
, No 2
(2025)
In the modern era, stunting is still one of the issues that need attention in the health sector in Indonesia. The stunting rate in Indonesia from 2022 to 2023 is still at the same figure, which is around 21%. From SKI data, it is also known that the prevalence of stunting in the DIY region increased from 2022, namely 16.4% to 18% in 2023. In the process of child growth and development, mothers have a fairly important role. The aim of this activity is to increase public awareness, especially preg...
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Analisis Metode Springate Dalam Memprediksi Kebangkrutan Pada Perusahaan Asuransi Yang Terdaftar di BEI
Purwantoro, Aletha Kevina Putri
; Nadia, Ananta Arta
; Anggraeni, Dwi
; Alamsyah, Naditha Ersa Auryn
; Ramadhan, Yanuar
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Unstable financial conditions in insurance companies can serve as an early indicator of potential bankruptcy, which may have wide-ranging impacts on policyholders, shareholders, and the overall stability of the financial sector. Therefore, early detection of bankruptcy risk is critically important. This study aims to evaluate the effectiveness of the Springate model in identifying potential bankruptcy among insurance companies listed on the Indonesia Stock Exchange during the 2022–2024 period. T...
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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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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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