Perbandingan Algoritma Random Forest dan Logistic Regression Untuk Analisis Sentimen Ulasan Aplikasi Tumbuh Kembang Anak Di Play Store
(Muhammad Alfyando, Fetty Tri Anggraeny, Andreas Nugroho Sihananto)
DOI : 10.59581/jusiik-widyakarya.v2i1.2262
- Volume: 2,
Issue: 1,
Sitasi : 0 21-Dec-2023
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| Last.02-Aug-2025
Abstrak:
Early childhood plays an important role in forming the basis of development, which involves stimulation of various aspects such as moral religious values, social emotional, language, cognitive, and physical motor skills. The concept of early childhood learning is focused on play, where every activity is designed to be play, so that learning becomes more effective. Parents also need to understand today's children's education to interact with children positively. This research focuses on sentiment analysis of children's education-based app reviews on the Google Play Store, using Random Forest and Logistic Regression methods. The review data is taken from three apps with the theme of child development, namely "About Kids", "PrimaKu", and "Teman Bumil", with a range of review years between 2018 and 2023. The test results show that Logistic Regression has higher accuracy compared to Random Forest, especially in the "About Kids" and "PrimaKu" applications with accuracy above 90%. The conclusion of this research highlights the importance of sentiment analysis in improving understanding of user responses to children's education applications, with suggestions for future research to increase the number of datasets and variations in testing schemes by tuning hyperparameters to improve prediction accuracy and more optimal results.
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2023 |
Analisis Perhitungan Dan Perlakuan Akuntansi Bunga Simpanan Guna Menentukan PPH Final Pasal 4 Ayat 2
(Septia Mediana, Putri Awalina, Muhammad Alfa Niam)
DOI : 10.58192/profit.v3i1.1701
- Volume: 3,
Issue: 1,
Sitasi : 0 19-Dec-2023
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| Last.07-Jul-2025
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There are Lowest Balance, Average Balance and Daily Balance methods for calculating savings interest. The effect on PPh article 4 (2) if interest up to IDR 240,000 per month is subject to a 0% tax rate, more than IDR 240,000 per month is subject to a 10% tax rate and the effect on accounting calculations for Calculation of Business Results and Balance Sheet. The sampling technique uses the quota sampling method. Researchers determined a sample of 10 members with the criteria that members had voluntary savings of more than IDR 4,000,000. Data was obtained through interviews and documentation. From the research results, the Lowest Balance method produces interest expenses of IDR 2,003,844, Average Balance IDR 2,115,324, Daily Balance IDR 2,171,589. Of the 10 members sampled, the Lowest Balance method produces PPh article 4 (2) IDR 151,121, Average Balance IDR 151,537 and Daily Balance IDR 178,992. With details of the Lowest Balance and Average Balance methods, 6 members are subject to a PPh rate of 4 (2) 0% and 4 members are subject to a PPh rate of 4 (2) 10%. Meanwhile, for the Daily Balance method, 5 members are subject to a 0% PPh 4(2) rate, and the remaining 5 members are subject to a 10% rate. The Lowest Balance Method should be applied because it produces the smallest interest expense seen in 2021 PT Gudang Garam Tbk Former Employee Cooperative. East Java's "Sekar" suffered losses. By applying the Lowest Balance method, the losses incurred will not increase.
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2023 |
Urgensi Pembentukan Lembaga Pengawas Eksternal Yayasan di Indonesia Untuk Mengatasi Penyelewengan
(Muhammad Ath-Thariq Pratama, Nurhidayah Muhcti, Nyulistiowati Suryanti, Deviana Yuanitasari)
DOI : 10.59581/jhsp-widyakarya.v2i1.2181
- Volume: 2,
Issue: 1,
Sitasi : 0 15-Dec-2023
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This research examines the regulation of remuneration for Foundation executives in Indonesia, focusing on legal aspects and its implementation. As Foundations evolve to support social, religious, and humanitarian objectives, cases of misappropriation of Foundation funds have emerged, highlighting the need for tighter oversight. Through a normative juridical approach and descriptive analysis, this study details the issues surrounding remuneration regulations, emphasizes instances of financial misconduct, and discusses the importance of establishing an external supervisory body or regulatory changes. The implementation of Good Corporate Governance and Good Cooperative Governance principles within the Foundation context is also explored. This research responds to the need for integrity, transparency, and accountability in Foundation management to achieve the humanitarian goals they undertake. The conclusion underscores the necessity for further action, including the establishment of an external supervisory body or regulatory strengthening.
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2023 |
PEMBUATAN FILM ANIMASI 3D “BUAH TANGAN BERBUAH KENANGAN” DENGAN METODE MDLC
(Nurhayati Nurhayati, Muhammad Azizul, Rezi Kurmazi, Milda Surgani Firdania, Noferianto Sitompul)
DOI : 10.51903/pixel.v16i2.1316
- Volume: 16,
Issue: 2,
Sitasi : 0 14-Dec-2023
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| Last.23-Jul-2025
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Sambas memiliki kerajinan tradisional kain tenun yang dikenal dengan kain lunggi atau kain benang emas didalam bahasa sambas karena motif yang ditenun dari benang berwarna emas dan perak. Kain lunggi memiliki banyak motif tenun, salah satu motif tenun yang paling terkenal adalah motif tabus bintang, tidak sedikit masyarakat yang belum mengetahui motif lain selain kain tenun serta informasi lain tentang motif kain tenun Sambas. Sehingga penting untuk menyampaikan informasi tersebut kepada masyarakat dengan menarik. Salah satu sarana yang bisa dimanfaatkan adalah dengan menggunakan film animasi 3D. Penelitian ini dilakukan dengan menerapkan metode MDLC dimana proses modeling, rigging texturing, editing dan animating ada didalamnya.Berdasarkan hasil pengujian 2 ahli media sebesar 84%, 2 ahli materi sebesar 89%, dan 30 masyarakat umum sebesar 89,46% film animasi ini layak dipublikasikan dengan durasi 15 menit dan format mp4.
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2023 |
Perbedaan Status Sosial Di Tengah Masyarakat: Studi Kasus Tradisi Alek Bajawek Di Kabupaten Dharmasraya 1960-2005
(Yuliana Nurfalina, Fitria Nengsih, Muhammad Alhuzaini, Budi Darmawan, Riri Anggraini)
DOI : 10.26623/jdsb.v25i4.7895
- Volume: 25,
Issue: 2,
Sitasi : 0 13-Dec-2023
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| Last.09-Jul-2025
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As a tradition that has long existed in the lives of the people of Dharmasraya Regency, the Alek Bajawek Tradition is always held only on certain days. This research aims to reveal the Alek Bajawek Tradition in Kenagarian Koto Baru Dharmasraya. In contrast to the implementation of other traditions which involve all people in every procession, the Alek Bajawek tradition can only be carried out by certain people, such as Urang Nan Ampek Jinih. The research method used in this writing is the historical research method, with data collection carried out directly in the field through interviews and observation as primary sources. Meanwhile, researchers obtain secondary sources through the library. Then in the historical method there are several stages that must be carried out, such as heuristics, source criticism, analysis and writing. The results of this research explain the beginning of the emergence of the Alek Bajawek tradition at the same time as the Koto Besar Kingdom in Koto Baru Dharmasraya District, the existence of the Alek Bajawek tradition as a special tradition in the form of respect from the community for Urang Nan Ampek Jinih and is usually called Alek Gadang or Alek Rajo . However, this phenomenon indirectly makes a difference in the social status between a king or other leading figure and ordinary people.
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2023 |
Implementasi Algoritma YOLO Dalam Pengklasifikasian Objek Transportasi pada Lalu Lintas Kota Medan
(Muhammad Agus Syaputra, Josua Pinem, Afiq Alghazali Lubis, Yuva Denia)
DOI : 10.58192/populer.v3i1.1641
- Volume: 3,
Issue: 1,
Sitasi : 0 11-Dec-2023
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This research allows an automated system for detecting classified means of transportation in Medan City traffic using the YOLOv8 algorithm. The YOLOv8 algorithm is used to detect transportation objects with accuracy that is many times better than other object detection algorithms and with good accuracy after training with various data sets. The use of this algorithm provides an effective solution for handling congestion in the form of increasing the number of vehicles and less orderly traffic users in the city of Medan. The placement of each transportation object in the image to be tested by the system has an influence on the shape accuracy of the object detection results by the algorithm.
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2023 |
Analisis Dampak Penerbitan Sertifikat Laik Fungsi (SLF) Terhadap Nilai dan Kinerja pada Perusahaan DPD REI Sumatera Utara
(Rahman Ali Nasution, Muhammad Akbar Al-Ghifari Barus, Muhammad Arif)
DOI : 10.58192/profit.v3i1.1628
- Volume: 3,
Issue: 1,
Sitasi : 0 09-Dec-2023
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| Last.07-Jul-2025
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Currently, the SLF is a requirement for evaluating the administrative and technical suitability of the building. The growth of industries has led to the government requiring the publication of SLF in order to legalize a business or structure, particularly those engaged in the sale of buildings or the provision of building amenities. In the company DPD REI SUMATERA NORTH, SLF (Certificate of Laik Function) is a phenomenon that this study aims to explore and explain. The author also emphasizes the effect of the worth and effectiveness of SLF's publication on the research locus. This study employed a case study approach to qualitative research as its methodology. Researchers seek for literature pertinent to research concerns as part of their data gathering procedures. from books, theses, journals, research essays, and research reports. The researchers in this study used Scopus, Google Scholar, and other sources to cite earlier journals. According to the study's findings, the issuing of the SLF (Laik Function Certificate) had a favorable effect on the worth and productivity of the business DPD REI SUMATERA NORTH. This offers convenience and a fulfilling employment so it can draw in investors and the general public to enhance marketing. The SLF's release is an urgent matter for a firm to address in order to raise quality and have a favorable effect on the economy and revenue.
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2023 |
Pengaruh Diferensiasi Produk dan Citra Merek Terhadap Kepuasan Konsumen dan Penjualan Pada PT Aerofood Indonesia Cabang Kualanamu
(Muhammad Aidil Iffat, Azhari Akmal Tarigan)
DOI : 10.61132/menawan.v2i1.186
- Volume: 2,
Issue: 1,
Sitasi : 0 05-Dec-2023
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| Last.07-Aug-2025
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The aim of this research is to determine the influence of brand image and product differentiation on sales at PT Aerofood Indonesia Kualanamu Branch and the extent to which product differentiation influences customer satisfaction at that location. Quantitative methods are applied. The population of this research is all customers who have used products and services from PT Aerofood Indonesia Kualanamu Branch. 110 respondents were given a questionnaire to fill out in order to do this. The findings of this research show that at PT Aerofood Indonesia Kualanamu Branch, product differentiation has a good and significant influence on customer satisfaction. However, at PT Aerofood Indonesia Kualanamu Branch, brand image does not have a real impact on customer satisfaction, either positively or negatively. At PT Aerofood, customer satisfaction and sales are significantly influenced by product differentiation and brand image.
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2023 |
Peranan Pengadilan Tata Usaha Negara Dalam Penyelesaian Sengketa Merek
(Muhammad Anwar Ibrahim, Gema Permana Rahman, Taufiqurrohman Syahuri)
DOI : 10.55606/eksekusi.v2i1.786
- Volume: 2,
Issue: 1,
Sitasi : 0 01-Dec-2023
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| Last.19-Aug-2025
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As time goes by and the development of law in Indonesia, the trademark has become a symbol that has been integrated in the life of society. Given the importance of a brand, the brand must get a protection from each country. Protection of a trademark in Indonesia is regulated in Act No. 20 Year 2016 on Trademarks and Geographical Indications, one of the materials regulated in the Act is about the settlement of trademark disputes. The settlement of trademark disputes is resolved by two judicial bodies, namely the Commercial Court and the State Administrative Court. This research uses a normative juridical approach method with descriptive analytical analysis of legal materials. The results of this study found that the authority of the State Administrative Court (PTUN) is to examine, decide and resolve State Administrative disputes (TUN) in a dispute arising in the field of State Administrative law (TUN) between persons or civil law entities (members of the public) with agencies or TUN officials (government) within the scope of the central government also includes local government as a result of the issuance of a TUN decision (beschikking). State Administrative Court has a very important role in resolving trademark disputes on the basis of registered trademark owners object to the decision to remove the registered trademark on the initiative of the Minister.
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2023 |
Pengaruh Produk Domestik Bruto, Suku Bunga, Kupon, Jatuh Tempo Dan Inflasi Terhadap Yield To Maturity Periode 2018-2022
(Muhammad agung rizki, Elsye Fatmawati)
DOI : 10.51903/e-bisnis.v16i2.1202
- Volume: 16,
Issue: 2,
Sitasi : 0 27-Nov-2023
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| Last.23-Jul-2025
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Tujuan penelitian ini adalah untuk menguji apakah Produk Domestik Bruto (PDB), tingkat suku bunga, kupon, jatuh tempo dan inflasi berpengaruh terhadap Yield To Maturity (YTM) Obligasi Pemerintah. Data yang digunakan adalah jenis obligasi pemerintah dengan kupon Fixed Rate (FR) dengan denominasi Rupiah 2018 – 2022. Metode yang digunakan adalah metode sampling purposive, sehingga didapatkan sampel sebanyak 23 obligasi seri FR. Jenis penelitian yang digunakan adalah penelitian kuantitatif, yaitu untuk membuktikan hubungan antara variable independent dengan dependent. Hasil penelitian ini menunujukan bahwa secara parsial PDB tidak berpengaruh positif terhadap YTM, suku bunga tidak berpengaruh positif terhadap YTM, kupon berpengaruh positif terhadap YTM, jatuh tempo tidak berpengaruh positif terhadap YTM dan inflasi tidak berpengaruh negatif terhadap YTM.
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2023 |