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Prediksi Harga Saham Berdasarkan Data Histori Menggunakan Algortima LSTM, GRU & RNN Abbas, Moch Anwar; Saputra, Heru Dwi; Octaviantara, Adi; Effendi, Ade Irfan; Yasrizal, Yasrizal
InComTech : Jurnal Telekomunikasi dan Komputer Vol 14, No 3 (2024)
Publisher : Department of Electrical Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/incomtech.v14i3.25132

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Deep LearningGruLstmRNNPrediction
TEKNOLOGI PENANGANAN DAN PENGAWETAN DI ATAS KAPAL PADA NELAYAN KABUPATEN ACEH BARAT Ukhty, Nabila; Ikhsanul Khairi; Nurul Najmi; Mira Mauliza Rahmi; Heriansyah; Samsul Bahri; Yasrizal
Jurnal Ilmiah Tatengkorang Vol 5 No 2 (2021): Jurnal Ilmiah Tatengkorang
Publisher : Pusat Penelitian dan Pengabdian Kepada Masyarakat, Politeknik Negeri Nusa Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54484/tkrg.v5i2.415

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Teknik penanganan dan pengawetan ikan merupakan hal penting yang harusdilakukan dalam indsutri perikanan. Tujuan dari penanganan dan pengawetan ini yaitu menjagakualitas ikan hingga ke tangan konsumen. Kegiatan penanganan harus dilaksanakan dari huludan hilir, yaitu dari kegiatan penangkapan hingga ke pengolahan menjadi produk. Penanganandan pengawetan yang tepat dan baik dapat menghasilkan komoditas yang prima, nilai jual yangtinggi, dan dapat memperluas akses pasar. Hal ini secara tidak langsung berpotensimeningkatkan pendapatan nelayan. Kegiatan sosialiasi dilaksanakan di aula Dinas Kelautandan Perikanan (DKP) Kabupaten Aceh Barat. Tujuan kegiatan ini dilaksanakan yaitu untukmemberikan pemahaman kepada nelayan terkait cara penanganan ikan yang baik di atas kapaldan teknik pengawetan yang bisa dilakukan di atas kapal. Sosialisasi dilaksanakan dua sesi.Sesi pertama memaparkan teknologi penanganan di atas kapal dan sesi kedua teknologipengawetan di atas kapal. Kegiatan sosialisasi ditutup dengan sesi diskusi bersama paranelayan, pada sesi ini banyak informasi-informasi yang diterima dari neayan terkait kondisi dilapangan (laut), sehingga dapat menjadi masukan untuk kami dalam mencari solusi terbaikuntuk para nelayan di Aceh Barat. Salah satu solusi yang diberikan yaitu, mendesign ulangruang palka dengan dengan menambahkan alufo pada bagian insulator palka sehingga bisadimanfaatkan secara optimal dan lebih memperhatikan rasio jumlah es dan ikan selamapenyimpanan di atas kapal sehingga dapat mempertahankan mutu ikan hingga ikan didaratkan. Fish handling and preservation techniques are important things that must be applied in thefisheries industry. The purpose of this handling and preservation is to maintain the quality ofthe fish until it reaches the consumer. Handling activities must be carried out from upstreamand downstream, namely from fishing activities to processing into products. Proper and goodhandling and preservation could produce prime commodities, high selling value, and expandmarket access. This indirectly has the potential to increase fishermen’s income. Thesocialization activity was carried out in the hall of the Department of Marine Affairs andFisheries (DKP) of West Aceh Regency. The purpose of this activity is to provide fishermenwith an understanding of how to properly handle fish on board and preservation techniquesthat can be applied on board. The socialization was held in two sessions. The first sessionpresented onboard handling technology and the second session preservation technology on board. The socialization activity was closed with a discussion session with the fishermen, inthis session a lot of information was received from fishermen regarding conditions in the field,so that it could be input in finding the best solution for fishermen in West Aceh. One solutiongiven is to redesign the hatch space by adding aluminum foil to the insulator of the hatch sothat it can be used optimally and pay more attention to the ratio of the amount of ice and fishduring storage on the boat so that it can maintain the quality of the fish until the fish is landed.
Determinan Pengangguran Terdidik Lulusan Perguruan Tinggi di Kabupaten Aceh Barat Tahun 2010-2022 Wawan Saputra; Mahrizal; Yasrizal
Ekopedia: Jurnal Ilmiah Ekonomi Vol. 1 No. 3 (2025): JULI-SEPTEMBER
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/wjv5ey29

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Penelitian ini bertujuan untuk menganalisis determinan pengangguran terdidik lulusan perguruan tinggi di Kabupaten Aceh Barat selama kurun waktu 2010 hingga 2022. Pengangguran terdidik menjadi permasalahan serius di Kabupaten Aceh Barat karena mencerminkan adanya ketimpangan antara output pendidikan dan penyerapan tenaga kerja. Pendekatan yang digunakan adalah metode kuantitatif dengan analisis regresi linier berganda yang diolah menggunakan program SPSS. Hasil penelitian menunjukkan bahwa secara parsial, variabel upah memiliki pengaruh signifikan terhadap tingkat pengangguran terdidik, sedangkan variabel kesempatan kerja dan pendidikan tidak memberikan pengaruh yang signifikan. Secara simultan, ketiga variabel independen tersebut secara bersama-sama memengaruhi tingkat pengangguran terdidik di Kabupaten Aceh Barat selama kurun waktu 2010-2022. Hasil uji asumsi klasik yang dilakukan menunjukkan bahwa  model regresi  memenuhi  syarat  normalitas,  tidak  mengandung autokorelasi, dan tidak terdapat gejala heteroskedastisitas yang signifikan. Determinan adjusted R Square sebesar 62,8. Hal ini menunjukkan bahwa 62,8 persen  pengangguran terdidik di Kabupaten Aceh Barat dipengaruhi oleh variabel upah, kesempatan kerja dan pendidikan sedangkan sisanya 37,20 persen dipengaruhi oleh variabel lain diluar model penelitian ini. Berdasarkan temuan tersebut, direkomendasikan agar pemerintah daerah memperhatikan aspek upah sebagai instrumen penting dalam menekan angka pengangguran terdidik, serta memperkuat keterkaitan antara dunia pendidikan dan pasar kerja lokal.  
PENGARUH HARGA DASAR GABAH DAN JUMLAH PRODUKSI BERAS TERHADAP INFLASI BAHAN PANGAN (Studi Kasus Di Meulaboh) Jumaida, Ringgas; Yasrizal, Yasrizal; Hartini, Hartini
The Future of Education Journal Vol 4 No 6 (2025)
Publisher : Lembaga Penerbitan dan Publikasi Ilmiah Yayasan Pendidikan Tumpuan Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61445/tofedu.v4i6.738

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PENGARUH HARGA DASAR GABAH DAN JUMLAH PRODUKSI BERAS TERHADAP INFLASI BAHAN PANGAN (Studi Kasus Di Meulaboh)
The Labor Absorbtion in Food and Beverages of Small Business Enterprises in Aceh Province Ishak Hasan, Ishak Hasan; Yasrizal, Yasrizal
AFEBI Economic and Finance Review Vol. 1 No. 1 (2016): June
Publisher : Asosiasi Fakultas Ekonomi dan Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar

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The competition of labor market in Asean Economic Society will be determined bythe labor’s productivity. Small businesses of foods and beverages is the highest subsector which recruit the labor in Aceh. In 2010 there were 929.910 small businesseswhich were able to recruit 2.152.981 labor or around 31,99%. There are threevariables impact the absorbtion of labor, the wages, labor productivity and capital.This research uses multiple regression technique to analyse data. The techniqueanalysis used to find the impact of wages, productivity and capital to the absorbtionof labor in small businesses and enterprises. Based on research finding, thecompetitive advantage of Indonesian labor is at the sixth rank of ten countries inASEAN. The research also found that productivity has significant impact to theabsorbtion of labor while capital and wages have no significant impact to theabsorbtion of labor in Aceh Province
THE IMPACT OF NON-FOOD COMMODITY INFLATION ON CHANGES OF HOUSEHOLD WELFARE IN ACEH PROVINCE Yasrizal, Yasrizal
AFEBI Economic and Finance Review Vol. 3 No. 1 (2018): June
Publisher : Asosiasi Fakultas Ekonomi dan Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47312/aefr.v3i1.643

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The relations of inflation and poverty can be seen from the contribution commodities of poverty contributor. Increasing prices on the commodity of poverty contributor leads to declining real incomes and income loss in households causing poverty. The commodity of poverty contributor is dominated by fuel and LPG commodities. The AIDS model is a development of the Engel curve and Marshall equations derived from the theory of satisfaction maximization. This model uses the budget share ofhousehold on a selected commodity to represent demand variables. This study is an empirical study. The data used are primary and secondary data obtained from field research and literature. The study is located in Banda Aceh and Meulaboh. By using an almost ideal model of demand or an AIDS model, it will be seen that household behavior responds to changes in the price of the commodity of poverty contributor. From observation, inflation rate of non food commodity has a big effect on the welfare of Aceh Province community, both for Banda Aceh and Meulaboh households. The on-food commodity inflation has a huge influence to reduce household welfare inMeulaboh. JEL Classification: D10, D11, D12 Keywords: AIDS Model, Elasticity, Inflation, Non-food Commodity of PovertyContributor.
Peningkatan Literasi Kemiskinan Energi dan Efisiensi Pengeluaran Rumah Tangga Miskin: Pengabdian di Desa Alue Waki Kecamatan Darul Makmur Kabupaten Nagan Raya Sailal Arimi; Harmaini Harmaini; Yasrizal Yasrizal; Mahrizal Mahrizal; Said Mahdani; Sudarman Sudarman; Zuhrizal Fadhly
Indonesia Berdampak: Jurnal Pengabdian kepada Masyarakat Vol. 1 No. 2 (2025): JULI-DESEMBER
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/b4jh6353

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The phenomenon of rural poverty in Indonesia has a strong correlation with limited human capital capacity. The energy literacy deficit that arises from low educational background exacerbates economic vulnerability through inflated household energy consumption costs. This community service aims to increase the capacity of poor households in Alue Waki Village, Darul Makmur District, by strengthening energy poverty literacy based on P3KE (Purpose of Accelerating the Elimination of Extreme Poverty) microdata. The implementation method uses a participatory educational approach that includes counseling on energy-saving habits and technical demonstrations of energy expenditure efficiency to 35 poor household heads. Evaluation of the impact of this service is measured using pre-test and post-test instruments to see changes in knowledge and behavioral intentions. The results of the activity show an accumulative increase in community capacity of 73.1%, with a surge in self-confidence in adopting modern energy technology reaching 97.1%. Economically, this increase in literacy results in potential energy cost savings (projected) of 13.2%, or a decrease from an average of Rp193,500 to an estimated Rp168,000 per month if efficient behavior patterns are consistently implemented. This figure reflects the fiscal space available for poor households to allocate for children's nutrition and education needs. This community service concludes that human capital intervention through energy literacy education is a rational strategy for fostering economic independence for target households.      
Dinamika Luas Panen dan Produksi Padi di Kawasan Barsela Aceh: Bukti Empiris Data Panel 2018-2025 Agus Wandra; Yasrizal Yasrizal; Hartini Hartini; Helmi Noviar; Rolis Juliansyah
Ekopedia: Jurnal Ilmiah Ekonomi Vol. 2 No. 2 (2026): APRIL-JUNI 2026
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/a922tq28

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This study examines the effect of harvested area on rice production in the Barsela region of Aceh Province during 2018-2025. It highlights the importance of harvested area as a key agricultural production factor in explaining regional rice output across districts and cities. This study employs a quantitative approach using balanced panel data from eight districts and cities in the Barsela region, namely Aceh Jaya, Aceh Barat, Nagan Raya, Aceh Barat Daya, Aceh Selatan, Simeulue, Aceh Singkil, and Kota Subulussalam. The dataset covers the 2018-2025 period, resulting in 64 observations. Panel data regression is applied by comparing the Common Effect Model, Fixed Effect Model, and Random Effect Model. Model selection is conducted using the Chow test, Hausman test, and Lagrange Multiplier test. The Random Effect Model is selected as the preferred specification. The findings show that harvested area has a positive and statistically significant effect on rice production. The coefficient of harvested area is 5.204529 with a probability value of 0.0000, indicating that a one-hectare increase in harvested area is associated with an increase of approximately 5.20 tons of rice production. The Adjusted R-squared value of 0.772121 shows that harvested area explains 77.21 percent of the variation in rice production. This study provides district-level evidence on rice production in Barsela Aceh. The findings emphasize the importance of protecting productive paddy fields, controlling land conversion, improving irrigation, and strengthening agricultural infrastructure to sustain regional food security.  
Penguatan Tata Kelola Penanggulangan Kemiskinan melalui Pendampingan Penyusunan Dokumen RPKD di Kabupaten Nagan Raya Sailal Arimi; Syarifah Rahmiza Muzana; Yasrizal Yasrizal; Mahrizal Mahrizal; Harmaini Harmaini; Hartini Hartini; Muzakkir Muzakkir; Said Mahdani
Aksi Kita: Jurnal Pengabdian kepada Masyarakat Vol. 2 No. 3 (2026): MEI-JUNI
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/j8tc8e70

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Kemiskinan masih menjadi salah satu tantangan pembangunan di Kabupaten Nagan Raya, yang di-tunjukkan oleh tingkat kemiskinan masih berada di atas rata-rata Provinsi Aceh dan nasional. Kondi-si ini memerlukan upaya penguatan tata kelola penanggulangan kemiskinan melalui perencanaan yang terarah, terintegrasi, dan berbasis data. Kegiatan pengabdian ini bertujuan mendampingi Pemerintah Kabupaten Nagan Raya dalam penyusunan Rencana Penanggulangan Kemiskinan Dae-rah (RPKD) Tahun 2025–2029 sebagai instrumen perencanaan penanggulangan kemiskinan daerah. Metode pelaksanaan kegiatan menggunakan pendekatan pendampingan partisipatif yang meliputi identifikasi permasalahan dan analisis situasi, Focus Group Discussion (FGD) dan konsultasi pemangku kepentingan, pendampingan penyusunan dokumen, serta validasi dan finalisasi dokumen. Hasil kegiatan menunjukkan bahwa proses pendampingan berhasil menghasilkan Dokumen RPKD Kabupaten Nagan Raya Tahun 2025–2029 yang memuat profil kemiskinan daerah, isu strategis, tujuan dan sasaran, strategi, serta program prioritas penanggulangan kemiskinan. Selain menghasilkan dokumen perencanaan, kegiatan ini juga memperkuat koordinasi antar perangkat dae-rah, pemanfaatan data dalam proses perencanaan, dan sinergi lintas sektor. Dengan demikian, kegiatan ini tidak hanya menghasilkan dokumen perencanaan daerah, tetapi juga berkontribusi pada penguatan tata kelola penanggulangan kemiskinan melalui peningkatan koordinasi antarperangkat daerah, pemanfaatan data dalam proses perencanaan, dan penguatan sinergi lintas sektor di Kabupat-en Nagan Raya
Driving Aceh’s Economic Growth through Digital Finance and MSME Credit: Empirical Evidence Yasrizal Yasrizal; Mahrizal; Said Mahdani; Sailal Arimi; Sri Rosmiati Sani
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 4 No 4 (2026): Volume 4, Issue 4, July 2026
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v4i4.1075

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Purpose: This study examines district/city-level economic growth in Aceh Province by analyzing the roles of financial inclusion, MSME credit, payment digitalization, inflation, and unemployment. It highlights that regional growth is increasingly shaped by the productive use of financial services and digital payment systems, not merely by financial access. Design/methodology/approach: This study employs a quantitative approach using balanced panel data from 23 districts/cities in Aceh Province during 2020–2025, yielding 138 observations. The analysis applies a Fixed Effects Model and uses Driscoll-Kraay robust standard errors to correct for heteroskedasticity, serial autocorrelation, and cross-sectional dependence. The 2025 observations are treated as projected data estimated using linear trend extrapolation based on the latest available official data. The projected variables include economic growth, financial inclusion, payment digitalization, MSME credit, inflation, and unemployment. Findings: The findings indicate that payment digitalization shows the strongest positive association with district/city-level economic growth in Aceh Province. MSME credit is also positively associated with regional growth, while unemployment shows a negative association. Inflation is positively associated with growth during the study period, possibly reflecting demand-driven economic activity. Financial inclusion shows a negative and statistically significant coefficient, suggesting that financial access has not yet been effectively transformed into productive financial use. Originality/value: This study contributes to the regional finance-growth literature by showing that payment digitalization is a stronger driver of district/city-level economic growth than general financial inclusion. The findings emphasize that financial access alone is insufficient unless it is transformed into productive-use inclusion through digital payments, MSME financing, and employment-oriented policies.