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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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Optimized Artificial Intelligence-Based Algorithm for Groundwater Potential Mapping in Trenggalek Regency, Indonesia
Forum Geografi
Vol 39
, No 3
(2025)
Groundwater management is essential as more than one-third of the world's population relies on groundwater as a source of freshwater. Exploration of groundwater potential serves as a practical im-plementation to ensure accessibility to freshwater. Therefore, this study developed a machine learning (ML), deep learning (DL), and stacking learning (SL) based model for groundwater potential mapping in Trenggalek Regency, Indonesia. A total of 740 spring locations were used as training data, and 18 v...
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THE EFFECT OF GROWTH REGULATOR APPLICATION AND PLANTING MEDIA COMPOSITION ON THE GROWTH OF GARDENIA JASMINOIDES ELLIS SHOOT CUTTINGS
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
Gardenia (Gardenia jasminoides Ellis) is an ornamental plant, with every part offering potential benefits. To obtain high-quality gardenia seedlings without altering the parent plant's characteristics, vegetative propagation through cuttings is employed. This study aimed to analyze and evaluate the effects of plant growth regulators (PGRs), growing media composition, and the combined influence of these two treatment factors. The research was conducted over four months at Jl. Yogyakarta No. 07, M...
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ANALYSIS OF PHYSICOCHEMICAL AND ORGANOLEPTIC CHARACTERISTICS OF YELLOW PUMPKIN PUDDING (CUCURBITA MOSCHATA)
Putri, Diwyacitta Antya
; Muyasyaroh, Hidayatun
; Lukitasari, Febriani
; Astuti, Nugrahani
; Rerung, Novia Tesalonika Amanda
; Ifadah, Raida Amelia
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
Yellow pumpkin (Cucurbita moschata) is a nutrient-rich horticultural commodity with considerable potential for development into various food products, including pudding. However, scientific information regarding the effects of pumpkin incorporation on the physicochemical and sensory characteristics of pudding remains limited. This study aimed to evaluate the influence of different proportions of pumpkin (30%, 50%, and 70%) on the physicochemical properties, vitamin C content, and sensory accepta...
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Inovasi Beton Berbasis Lingkungan Menggunakan Abu Kayu Sengon Albasia Sebagai Subsitusi Parsial Semen Terhadap Kuat Tekan Beton
Jurnal Teknik Sipil
Vol 18
, No 2
(2025)
The use of sengon albasia ash waste as a partial cement substitute in concrete production is carried out to reduce combustion waste and also reduce cement use. This study focuses on the use of sengon albasia wood ash waste. The use of sengon albasia wood ash as a cement substitute causes a significant decrease in the slump test value. The use of sengon albasia wood ash as a partial cement substitute in concrete mixes actually produces different results depending on the proportion. If added as mu...
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Pengukuran Deformasi Non-Destruktif (NDT) Pada Struktur Beton Menggunakan Fotogrametri Jarak Dekat
Jurnal Teknik Sipil
Vol 18
, No 2
(2025)
Pengukuran deformasi yang akurat pada struktur beton dibawah pembebanan sangat penting untuk mengevaluasi kinerja dan daya tahan elemen-elemen tersebut. Ada beberapa keterbatasan dalam mengevaluasi struktur beton secara konversional seperti memerlukan waktu dan biaya besar. Beberapa penelitian menunjukan potensi fotogrametri jarak dekat dan pemodelan tiga dimensi (3D) mampu menganalisa deformasi, tegangan/regangan internal, dan perambatan retak. Penelitian ini mengusulkan metode pengukuran defor...
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Implementasi Model ALBICI untuk Meningkatkan Berpikir Kritis pada Pelajaran Ekonomi Kurikulum Merdeka Berbasis Pendekatan Deep Learning SMA Islam 1 Surakarta
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
Critical thinking skills are crucial in preparing students to face global challenges, particularly in economics, which utilizes the Merdeka curriculum based on a deep learning approach. The purpose of this study was to determine students’ critical thinking skills through the implementation of the ALBICI (Active Learning Based Interactive Conceptual) learning model within the Merdeka curriculum based on a deep learning approach. This study employed a qualitative approach with a case study design,...
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A Literature Review on the Use of Interactive Mind Maps with Mentoring to Improve Science Learning Outcomes in Elementary Schools
Indonesian Journal of Instructional Media and Model
Vol 7
, No 2
(2025)
Improving learning outcomes in Natural and Social Sciences (IPAS) at the elementary school level remains a challenge, particularly in fostering students’ conceptual understanding and critical thinking skills. Conventional instructional approaches often fail to optimally support these competencies, indicating the need for innovative learning strategies. This study aims to analyze the effectiveness of mentoring-based interactive mind map media in enhancing elementary school students’ IPAS learning...
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Comparison of Sediment Management Efficiency in Logung Reservoir, Kudus Regency
Journal of Civil Engineering and Technology Sciences
Vol 4
, No 1
(2025)
Logung Reservoir in Kudus Regency is one of the reservoirs with priority for flood management. The threat of sedimentation in the reservoir is extremely high. To prevent sedimentation in the reservoir, it is necessary to prepare an efficient sediment control method that is affordable, easy, and yields optimal results. This research will compare the economic efficiency of two sediment control methods in the reservoir: the construction of Check Dams (CD) upstream and sediment dredging in the reser...
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PENINGKATAN KANDUNGAN BESI PADA LIMBAH PERTAMBANGAN BAUKSIT (RED MUD) DENGAN METODE ACID LEACHING MENGGUNAKAN LARUTAN ASAM FLUORIDA
Jurnal Inovasi Teknik Kimia
Vol 10
, No 4
(2025)
Red mud merupakan limbah padat hasil samping industri pengolahan bauksit melalui proses Bayer yang mengandung besi dalam jumlah tinggi, namun bercampur dengan berbagai oksida logam. Penelitian ini bertujuan untuk meningkatkan kandungan besi dalam red mud melalui metode acid leaching menggunakan larutan asam fluorida (HF). Proses leaching dilakukan dalam sistem refluks dengan variasi waktu (1–4 jam) dan konsentrasi asam (12–48%), kemudian residu dianalisis menggunakan X-Ray Fluorescence (XRF) unt...
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