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Comparison of Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in Forecasting Commodity Prices
Mujiyanto, Mujiyanto
; Universitas AMIKOM Yogyakarta
; Nurindahsari, Susi
; Politeknik Harapan Bersama
; Nurul Izza, Rahmafatin
; Politeknik Elektronika Negeri Surabaya
; Universitas AMIKOM Yogyakarta
Telematika
Vol 17
, No 2
(2024)
In this study, we compare the performance of both hybrid and non-hybrid forecasting models, explicitly focusing on Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in predicting commodity prices within the volatile market of Central Java, Indonesia. The primary objective is to evaluate which hybrid and non-hybrid models provide the most accurate and reliable forecasts under various conditions. Analyzing daily price data from the SiHaTi platform, an official ser...
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Improving the English Skills by Using Microsoft Office in the Learning Process for Management Informatics Students
ETERNAL: English Teaching Journal
Vol 15
, No 2
(2024)
Information and communication high technology in the world of education can be given in numerous disparate forms turn on cast their votes function. Microsoft department exists as a form of information and communication technology, big-name software that can be used in the process of learning English. The purpose of this activity is to help students better understand the features provided by Microsoft Office, including the Microsoft Word application (integrating between EndNote and Word for writi...
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Synthesis and Characterization of Nanoparticle Calcium Oxide (CaO) from Blood Calm Shell by Precipitation Methods
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Blood Clam (Anadara granosa) contains high calcium carbonate which can be utilized in various fields by being used as nanotechnology. The shell contains 98.7% CaCO3 making it a sustainable material source. The research aims to synthesize and characterize of calcium oxide nanoparticles by precipitation methods. This method begins with crushing the shell into 100 mesh as sample. Each sample is mixed with HCl solute. After mixing, each filtrate is precipitated with KOH solute to multiple pH (7 ; 9...
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2 Sitasi
Kajian Yuridis Dinamika Demokrasi dalam Pemilihan Kepala Daerah dengan Pasangan Calon Tunggal di Indonesia (Studi Putusan Mahkamah Konstitusi Nomor 14/PUU-XII/2019)
AMNESTI : Jurnal Hukum
Vol 6
, No 2
(2024)
Fenomena pemilihan kepala daerah dengan pasangan calon tunggal terus berkembang bahkan meningkat di setiap penyelenggaraannya. Keadaan ini dipandang sebagai sebuah strategi yang dilakukan partai politik untuk memenangkan pemilihan sehinggga praktik ini juga dianggap sebagai pragmatisme politik. Hanya satu daerah yang pernah kalah dalam pengusungan calon tunggal, yaitu Kota Makassar pada tahun 2018, yang kemudian membuat pasangan calon tunggal tersebut mangajukan permohonan uji materiil ke Mahkam...
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ANALISIS MANAJEMEN RISIKO PADA HOME INDUSTRI UD. SAFNUR DESA LENGKONG KECAMATAN RAKIT KABUPATEN BANJARNEGARA
Perwira Journal of Economics and Business
Vol 4
, No 2
(2024)
UD. Safnur, a home industry in Banjarnegara Regency, focuses on agro-industry using local soybean products. Effective risk management is essential, especially in uncertain times, as home industries contribute significantly to the local economy. This study aims to identify the risk management process, assess potential risks, and analyze strategies to manage these risks. This study involves preparation, data collection, processing, analysis, and conclusion. The study was conducted in June 2024. Th...
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Application of the Singing Method in Learning English Vocabulary as an Effort to Increase Student Interest in Learning
ETERNAL: English Teaching Journal
Vol 15
, No 2
(2024)
Singing is a fun activity for children. Therefore, this method can be applied in learning English vocabulary, which is in fact a foreign language. Vocabulary learning is the first step for students to learn a language. At this stage of vocabulary learning, a fun method is needed to eliminate the notion that English is a language that is difficult to learn. The aim of this research is to find out to what extent the singing method for learning English vocabulary can increase students' interest or...
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Pengaruh Akupresur Titik Sp6 dan Teknik Relaksasi Nafas dalam terhadap Pengurangan Nyeri Persalinan pada Inpartu Kala 1 Fase Aktif
Vol 15
, No 2
(2024)
Proses melahirkan memang selalu dibarengi dengan rasa sakit yang dialami seseorang. Wanita yang melahirkan secara normal mengalami nyeri terus-menerus selama proses bersalin, apalagi pada saat memasuki fase aktif kala 1 pada persalinan normal. Teknik non farmakologi yang dapat mengurangi rasa sakit pada persalinan antara lain akupresur titik SP6 dan teknik relaksasi nafas dalam. Dari studi kasus ini untuk mengidentifikasi pengaruh akupresur titik SP6 dan teknik relaksasi nafas dalam terhadap pen...
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2 Sitasi
Design of IIOT Device Based on LoRa for Parsing Data Directly to SCADA System
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
As the revolution industry 4.0 was started as well as the productivity increases, the need for data analysis increases. Some industries have wide production area and they need long wire to connected between office for transferring data. A wireless system is one of solution to overcome this issue so that the technique of parsing data to expand coverage area for both local and remote systems. In this research, a device that supports IIOT (Industry on Internet of Things) will be designed by utilizi...
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2 Sitasi
The Development of Digital Teaching Materials for Basic Excellent Service Based on Google Site for Culinary Vocational Students
International Journal of Research in Education
Vol 4
, No 2
(2024)
The purpose of this study is to find out: 1) the results of the development of basic digital teaching materials for excellent service based on Google site platform; 2) the feasibility of materials and media on the basic digital teaching materials of excellent service based on the google site; 3) Student / User Response of Basic Digital Teaching Materials Excellent Service Based on the Google site. This research used research and development (R&D), especially the 4D model according to Thiagar...
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Penerapan Pendidikan Kesehatan Untuk Mengatasi Masalah Utama Defisit Pengetahuan Pada Pasien Kejang Demam
Jurnal Keperawatan Karya Bhakti
Vol 10
, No 2
(2024)
Kejang demam adalah bangkitan kejang pada anak berumur 6 bulan sampai 5 tahun yang mengalami kenaikan suhu tubuh diatas 38°C, menyebabkan kerusakan sel otak karena aliran darah pada otak tidak lancar. Faktor-faktor yang mempengaruhi upaya orang tua dalam penanganan kejang demam diantaranya adalah pengetahuan, kemampuan orang tua dalam penanganan kejang demam harus didasari pengetahuan yang benar tentang kejang demam. Tingkat pengetahuan orang tua juga dipengaruhi kurangnya informasi yang diterim...
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