Portal E-Journal Politeknik Negeri Bengkalis
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KLASIFIKASI KUALITAS PERMUKAAN JALAN RAYA MENGGUNAKAN METODE CNN BERBASIS ARSITEKTUR XCEPTION
Full text linkJalan raya merupakan prasarana utama untuk transportasi darat, semakin baik kondisi suatu jalan raya semakin baik pula kecepatan dan keselamatan pengendara yang melintas. Oleh karena hal tersebut pengawasan dan perawatan kondisi permukaan jalan sangat penting dilakukan. Pengecekan kualitas jalan raya umumnya dilakukan secara manual, cara ini memakan waktu dan tenaga yang cukup besar. Oleh karena itu, dikembangkan sistem "Klasifikasi Kualitas Perukaan Jalan Raya Menggunakan Metode CNN Berbasi Aristektur Xception” sebagai salah satu alternatif untuk melakukan pengecekan kualitias permukaan jalan raya. Metode ini menggunakan deep learning CNN dengan arsitektur transfer learning Xception, pemilihan Xception dipilih karena mempunyai arsitektur yang kompleks namun efisien dalam penggunaan waktunya dan memiliki akurasi yang tinggi untuk melakukan klasifikasi gambar, menghasilkan model akurat dengan waktu pelatihan singkat. Model dibuat menggunakan dataset dengan pembagian 4 kelas berdasarkan pada tingkat kerusakan yang rilis oleh Kementrian PUPR. Hasil pengujian tertinggi menunjukkan akurasi model 90,11% dan 90% untuk pengujian
Aplikasi Metrik Kesehatan Pribadi dengan Framework hGraph
Full text linkKesehatan merupakan salah satu indikator untuk mengukur tingkat kesejahteraan masyarakat. Dalam satu dekade terakhir ini, dunia kesehatan mengalami perubahan atau disrupsi yang cukup besar. Perkembangan teknologi di bidang kesehatan saat memerlukan fasilitas yang mempermudah melihat informasi kesehatan seseorang secara cepat dan darimana saja. Penelitian ini bertujuan untuk membuat Aplikasi Metrik Kesehatan Personal dengan framework hGraph. Aplikasi yang dibangun menyajikan data kesehatan berdasarkan label-label kesehatan dan dirangkai menjadi sebuah grafik yang mudah dibaca. Aplikasi menyediakan tiga user yaitu pasien, dokter, dan petugas klinik dengan hak akses yang berbeda-beda. Pasien memiliki fitur profile user untuk melengkapi data diri dan dashboard menampilkan grafik kesehatan dengan menggunakan hGraph. Petugas Klinik memiliki tiga fitur yaitu pasien berisi daftar pasien, daftar dokter. Petugas klinik dapat membuat, mengupdate, dan menghapus semua data pasien dan dokter. Aplikasi Metrik Kesehatan Personal telah berhasil diimplementasikan dengan menggunakan framewok hGraph, software JavaScript, dan database Mongodb. Aplikasi mempermudah dokter untuk melihat rekam medis ketika akan melakukan perawatan kepada pasien-pasiennya dan membuat data rekam medis menjadi catatan digital yang mudah diakses kapan saja dan dimana saja
STUDI PERBANDINGAN NILAI BEBAN DAN LENDUTAN EKSPERIMENTAL BALOK BETON BERTULANG DENGAN TAMBAHAN SIKACIM COCRETE ADDITIVE MENGGUNAKAN ABAQUS CAE
No full textEffective testing of concrete structures in the field requires a lot of precision and understanding the response and behavior of loads, namely the comparison between experimental test results of reinforced concrete beams and the results of analysis in the CAE abaqus software. The abaqus CAE software is a modeling application that belongs to the Finite Element. Concrete with high quality is quite difficult to work. Therefore, the chemical Sikacim Concrete Additive is added to make work easier and maintain the quality of the concrete. This research will be a recommendation on the reinforcement placement arrangement that can increase the load value of the test object. Modeling reinforced concrete beams in the abaqus application for this study is expected to get results close to experimental tests in the field. The result with the addition of Sikacim Concrete Additive of 1% by weight of cement to the compressive strength of concrete has increased from normal concrete, namely from 25.81 MPa to 28.98 MPa. The results of flexure testing of reinforced concrete beams in the field obtained a maximum load value of 123.18 KN with a deflection of 1,07 cm. While the modeling of reinforced concrete beams in the abaqus application obtained a maximum load value of 155,738 KN with a deflection of 0.565Â cm. the deflection of these 2 variations is a better recommendation compared to field testing and abaqus modeling without variations. The deflection in variation 1 is 0.485 cm with a load of 155.73 KN and variation 2 is 0.413 cm with a load of 178.477 KN
Analysis of Integrated Marketing Communication Strategies in Building Brand Awareness (Case Study of SAMASE Brand in Bengkalis)
Full text linkIntegrated marketing strategy allows brands to consistently transmit their brand message and image through various channels, which helps build strong brand awareness among consumers. This research aims to analyze Integrated Marketing Communication strategies that can be used to build brand awareness of SAMASE brand products, especially among the people of Bengkalis. The research method in this study is descriptive qualitative. Data collection was done through observation, interviews, and documentation. Data analysis techniques uses data collection, data reduction, and conclusion drawing. The research results found that Ila Jannah Moslem Store uses various IMC elements. Specifically, Advertising is done through social media channels. Sales promotions are carried out by providing discounts, while Personal Selling is through providing direct sales services. Word of Mouth is facilitated by consumers spreading positive messages about SAMASE products. Through these four IMC elements, Ila Jannah Moslem Store succeeded in building brand awareness and achieving a Top of Mind level. The conclusion of this research for Ila Jannah Moslem Store is to focus more on increasing promotions and increasing product excellence. In addition, it is also necessary to maximize the use of social media and e-commerce platforms to reach a wider target market and build strong relationships with consumer
The Effect of Accounting Profit, Retained Earnings and Operating Cash Flow on Cash Dividends (Empirical Study on Sub-Sector Manufacturing Companies Food and Beverages Listed on The Indonesia Stock Exchange Period 2018-2022)
Full text linkThis study aims to identify the effect of accounting profit, retained earnings and operating cash flow on cash dividends. The population in this study were all food and beverage sub-sector manufacturing companies listed on the Indonesia Stock Exchange (IDX) during the 2018-2022 period. The research period was carried out for 5 years. The sampling technique used was purposive sampling technique with a sample of 12 companies obtaining a sample of 60 based on certain criteria. The analysis method for this research uses multiple linear regression with the help of SPSS Version 25. The results of this study indicate that partially accounting profit has a positive effect on cash dividends, retained earnings have a negative effect on cash dividends and operating cash flow has no effect on cash dividends. Simultaneously accounting profit, retained earnings and operating cash flow have a significant effect on cash dividends
The Effect of Insider Ownership, Current Ratio, and Return On Equity on Firm Value CSR with as a Moderating Variabel
Full text linkThis study aimed to examine the influence of independent variables on the dependent variable and test moderating variables that can strengthen or weaken the relationship between independent variables and the dependent variable. The independent variables used in this study are Insider Ownership, Current Ratio, and Return On Equity, the dependent variable is Firm Value, and the moderating variable used is Corporate Social Responsibility. The sampling method employed is purposive sampling. The sample size in this study consists of 16 mining companies listed on the Indonesia Stock Exchange (BEI). The data used in this study are secondary data sourced from annual reports, financial statements, and sustainability reports of the companies. Hypothesis testing in this study utilizes Partial Least Square. The results indicate that Insider Ownership has a significant impact on Firm Value, while Current Ratio and ROE do not significantly influence Firm Value. CSR moderates the influence of Insider Ownership on Firm Value, whereas CSR does not moderate or weaken the relationship between Current Ratio and ROE with Firm Value
Pandemic Economic Growth Recovery Strategies: Strengthening Village Potentials in The Agricultural Sector Sustainable Farming
Full text linkThe purpose of this study is "To find out the post-pandemic economic growth recovery strategy through strengthening the potential of the village in the agricultural sector. The research method used in this study is a qualitative descriptive method using an evaluative approach based on research data analysis using a SWOT matrix analysis. This analysis is suitable for determining economic recovery strategies by taking into account the strengths and weaknesses of the agricultural village potential and taking into account external opportunities and threats. The results of the analysis conclude that: a) Strategic application of sustainable farming methods (sustainable farming) is needed in order to deal with the problems of threats faced by farmers caused by a decrease in the quality of soil fertility due to excessive use of fertilizers so that production levels decrease. b) Government policy strategies are needed in the practice of improving post-pandemic economic practices, namely that business people and the government can operate responsibly to gain profits. So that farmers can benefit more from their crops and be more active after their income decreases during a pandemic, so the government can benefit from reducing the cost of rice imports. c) The government needs to carry out a strategy for optimizing the strengthening of village potential in the agricultural sector because villages have sufficient potential because the land in the village is still very large and is indeed suitable for agriculture. With efforts to focus on optimizing village farmers, the welfare of farmers who have so far been under-empowered can improve. They will get the opportunity to further develop with the support and attention from the government. d) Technology application strategy for agriculture so that agricultural products are of the best quality and quantity because actually the high public consumption of food needs is getting higher post-pandemic
Digital Financial Transactions Using QRIS Reviewed From The Legal Aspects
Full text linkOne sector that is experiencing changes in the current digital era is the financial sector, where payment transactions are starting to be carried out through digital systems, some of which use the QRIS system. Payment transactions via QRIS can speed up transactions and reduce operational costs, especially for commercial players. However, the use of QRIS has clearly given rise to what is called digital crime, which can harm users (QRIS consumers) by destroying the QR code and "undoing" the actions carried out by the perpetrator. This research uses qualitative research with data collection techniques through library research which is analyzed qualitatively. The results of the first research concluded that legal protection for QRIS users based on current regulations includes PJSP having valid legal status, PJSP must create a financial innovation ecosystem with good digital credentials in the financial services sector and be registered with the Financial Services Authority. OJK and QRIS users (consumers) enjoy rights based on the provisions of the Consumer Protection Law and the ITE Law. Second, the legal consequences of misusing consumer data in digital transactions using QRIS make the perpetrator liable for professional misconduct. For losses incurred, QRIS users can file a civil lawsuit or compensation through PJSP, as stipulated in Article 12, paragraph 1, Law no. 27, 2022 on personal data protection
The Influence of Rice Production on the Welfare of Rice Farmers in Perbaungan District, Serdang Berdagai Regency
Full text linkThe agricultural sector is vital in most developing countries' economies, especially Indonesia. Economic development is carried out to improve community welfare. Improving farmers' welfare is one of the visions and missions of agricultural development in achieving food self-sufficiency and improving farmers' welfare. Deli Serdang Regency is one area with an excellent agrarian sector, especially rice farming. Even though the rice farming sector is still the primary sector in the economy of Deli Serdang Regency, there are still problems related to farmer welfare. Some issues include fluctuating grain prices and rice production, which must still be optimal. Besides that, climate change and a need for more understanding regarding the technical matters of managing rice plants and equipment must be improved, impacting rice farmers' productivity. This research aims to determine the factors of rice production, grain prices, capital, Labor, consumption, land area, technology, and education relevant to improving rice farmers' welfare in Perbaungan District, Deli Serdang Regency. Data processing uses Multiple Linear Regression. Based on test results. The results of multiple linear regression testing show that simultaneous hypothesis testing of capital, land area, grain prices, and Labor together have a positive and significant effect on the welfare of farmers in the Perbaungan District.Keywords: Â Capital, Land Area, Labor, and Farmers' Welfar
Feasibility Study of Coconut Oil Factory Business in Banyuasin Regency, South Sumatra Using a Feasibility Study Approach
Full text linkCoconut oil is a global commodity with increasing demand. Indonesia, as the world's largest producer of coconut oil, is still unable to meet market demand. Therefore, the construction of a domestic coconut oil processing factory is very necessary. This research aims to analyze the business feasibility of building a coconut oil factory in Banyuasin Regency, South Sumatra. The research methods used include analysis of internal and external aspects, IFAS-EFAS analysis, SWOT analysis, PESTEL analysis, and business model canvas. The results of the analysis show that in general this business is feasible considering the market prospects and availability of supporting raw materials. Â the most influential internal factor is the availability of raw materials (coconut) due to the high demand for coconut oil, while production capacity still does not meet this need. Meanwhile, the most influential external factor is the demand for coconut oil, so demand becomes an opportunity in building a coconut oil factory. Â The construction of a coconut oil factory in Banyuasin Regency can achieve success if it pays attention to influential internal and external aspects, as well as implementing strategies to exploit potential or prevent problems from the development. Â A deep understanding of internal and external aspects will help factory makes the right decisions and ensure successful operations in Banyuasin Regency, South Sumatra