Klasifikasi Cardiovascular Diseases Menggunakan Algoritma K-Nearest Neighbors (KNN)
(Vera Artanti, Muhammad Faisal, Fachrul Kurniawan)
DOI : 10.62411/tc.v23i2.10061
- Volume: 23,
Issue: 2,
Sitasi : 0 28-May-2024
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| Last.29-Jan-2026
Abstrak:
Penyakit Kardiovaskular (Cardiovascular Diseases) adalah faktor utama kematian global, dengan jumlah korban mencapai 17,9 juta jiwa setiap tahun atau sekitar 32% dari total kematian global (World Health Organization, 2021). Faktor risiko penyakit kardiovaskular diantaranya faktor usia, semakin bertambahnya usia seseorang, maka semakin tinggi risiko terkena penyakit kardiovaskular. Faktor lain yaitu memiliki riwayat penyakit kardiovaskular dalam keluarga, diabetes, tekanan darah tinggi, obesitas (kegemukan), Pola hidup tidak sehat, dan Stres. (Kemenkes RI, 2021). Masalah pada penelitian ini adalah bagaimana mengetahui model K-Nearest Neighbors (KNN) dengan baik melalui perhitungan accuracy, recall, precision, dan f1-score pada klasifikasi penyakit kardiovaskular. Tujuan penelitin ini adalah mengetahui kinerja K-Nearest Neighbors (KNN) dengan baik melalui perhitungan accuracy, recall, precision, dan f1-score pada klasifikasi penyakit kardiovaskular. Metode K-Nearest Neighbor (KNN) adalah salah satu metode klasifikasi yang memanfaatkan pola-pola data yang ada dalam dataset untuk mengklasifikasi kategori atau kelas dari suatu sampel yang belum diketahui. Hasil klasifikasi data pelatihan menunjukkan akurasi sebesar 85.49%, dengan precision 84,43%, recall 87,04%, dan f1-score 85,71%. Melalui uji coba menggunakan KNN, diperoleh hasil dengan akurasi sebesar 91% dan nilai presisi 90%, recall 93%, dan f1-score 92%. Kesimpulan dari penelitian ini adalah metode K-Nearest Neighbor (KNN) memiliki hasil yang baik untuk melakukan klasifikasi pada penyakit kardiovaskular yaitu akurasinya 91%.
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2024 |
Systematic Literatur Review (SLR) : Pemanfaatan Software Photomath Dalam Pembelajaran Matematika
(Tasya Aulia Faisal, Yahfizham Yahfizham)
DOI : 10.59581/konstanta.v2i2.3142
- Volume: 2,
Issue: 2,
Sitasi : 0 10-May-2024
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| Last.22-Jul-2025
Abstrak:
This research aims to analyze meta data related to the use of Photomath application as a computational implementation in the form of mathematical software, namely by looking at the research objectives that relate mathematical solutions using the application. This research used the Systematic Literature Review (SLR) method. This systematic review identified 7 studies through the Google Scholar database published in 2020-2024. Data collection was carried out by collecting all articles related to the use of photomath in solving mathematical problems with selection criteria and using the PRISMA protocol as a research instrument guideline. The results showed that math software, namely photomath, can make it easier for students, especially those who are not proficient in learning math, this software can help solve math problems practically by taking pictures, this application can also be used as a virtual learning media, teaching materials related to many materials such as decimals, fractions, arithmetic, simple linear equations, algebra to simple calculus.
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2024 |
Impact of Increasing and Falling Banking Stock Prices in Indonesia 2017–2022
(Yusuf Faisal, Egi Gumala Sari)
DOI : 10.26623/ebsj.v8i1.8656
- Volume: 8,
Issue: 1,
Sitasi : 0 29-Apr-2024
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| Last.09-Jul-2025
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<p class="Default"><em><span lang="EN-US">This study aims to determine the effect of the Current Ratio, debt-to-equity ratio, Return on Assets, and Inflation on Stock Price.</span><span lang="EN-US">This research uses quantitative data; the sample in this study is stock price banks sub-sector companies that are listed on the Indonesia Stock Exchange in the period 2017-2022, with as many as 25 companies. The analysis technique used to test the hypothesis is multiple regression analysis using Eviews9 software.</span><span lang="EN-US">The results of this study indicate that the current ratio variable has a positive and statistically insignificant effect on stock price, the debt-to-equity ratio variable has a positive and statistically insignificant effect on stock price, the return on assets variable has a positive and statistically significant effect on stock price, the inflation variable has a positive and statistically insignificant effect on stock price. This research hopes to provide information regarding how stock prices can benefit decision-making and can be used as reference material for further research</span></em></p>
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2024 |
Implementasi Program KPR Syariah Bersubsidi terhadap Masyarakat Berpenghasilan Rendah di Bank Tabungan Negara (BTN) Kota Langsa Aceh
(Faisal Umardani Hasibuan)
DOI : 10.61132/aspirasi.v2i2.452
- Volume: 2,
Issue: 2,
Sitasi : 0 21-Mar-2024
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| Last.07-Aug-2025
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This research is entitled “Effectiveness of Subsidized Sharia Mortgage Financing for Low- Income Communities at BTN Syariah Langsa City. This study uses a qualitative descriptive method, with the formulation of the problem, 1) How is the implementation of Islamic mortgage financing for low-income customers at Bank BTN Langsa City?, 2) How is the effectiveness of Islamic mortgage financing for low-income people at Bank BTN Langsa City?, from the results of the research of the bank and the dispatcher have followed the regulations from the government from the housing mortgage program, but with regulations from the government, the depeloper is an obstacle they cannot freely choose customers, with regulations made by the government even though people who are gardeners are farmers and fishermen even though they are able to take mortgage housing, there are also people who feel helped by the KPR program from thegovernment.
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2024 |
Analisis Pengaruh Pendapatan Pajak Reklame, Pajak Bumi Dan Bangunan, Pajak Hiburan, Pajak Air Tanah, Terhadap Pendapatan Asli Daerah Kota Tobelo Kab Halmahera Utara Tahun Anggaran 2017 – 2020
(Lis Lestari Sukartiningsih, Dahman Faisal)
DOI : 10.37832/akubis.v10i2.66
- Volume: 10,
Issue: 2,
Sitasi : 0 01-Mar-2024
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| Last.02-Aug-2025
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This research aims to analyze the influence of advertising tax revenue, land and building tax, entertainment tax and groundwater tax on the local income of Tobelo City, North Halmahera Regency. This type of research is explanatory research with primary and secondary data sources. Field study and literature study data collection methods using observation, interview and documentation data collection techniques. The research population is the realization of the regional income budget of Tobelo City, North Halmahera Regency, census sampling method. Data analysis techniques use quantitative descriptive statistical analysis, classical assumption tests, and hypothesis testing. The results of simultaneous multiple linear regression analysis of advertising tax, land and building tax, entertainment tax and groundwater tax have a significant effect on local original income. Partially, advertising tax, land and building tax, entertainment tax and groundwater tax do not have a significant effect to local original income.
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2024 |
Pelatihan Penulisan Berita Dan Pengelolaan Website Desa Wisata Guci
(Didi Permadi, Faisal Hidayat, Raffi Setyo Putri)
DOI : 10.62411/ja.v7i1.1635
- Volume: 7,
Issue: 1,
Sitasi : 0 26-Jan-2024
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| Last.29-Jan-2026
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Menyandang gelar desa Wisata, sudah sepatutnya desa guci menjadi desa percontohan baik dalam perkembangan teknologi maupun pelayanan akses informasi. Kebutuhan atas informasi menjadi kebutuhan mendasar bagi semua orang. Oleh karenanya pemerintah pusat hingga tatanan pemerintah Desa yang menjadi Lembaga pemerintah dengan tugas mengelola wilayah tingkat desa harus mampu memberikan pelayanan secara maksimal kepada masyarakat, tak terkecuali pelayanan dalam bidang komunikasi. Kemampuan pengelolahan informasi menjadi sebuah berita menjadi salah satu unsur terpenting dalam sebuah Lembaga. Tim Pengabdian UPS berupaya memberikan pelatihan dasar jurnalistik dan pengelolaan website. sebagai bentuk Pengabdian kepada masyarakat. Pelatihan Dasar jurnalistik yang dikemas dalam Pelatihan penulisan berita dan pengelolaan website. Tujuannya adalah untuk meningkatkan skill dan kemampuan aparatur desa dalam bidang jurnalistik, dan pengelolaan website sehingga dapat diaplikasikan dalam pelayanan aparatur desa kepada masyarakat setempat.Pelaksanaannya menggunakan metode ceramah (pemberian materi) dan pelatihan secara langsung (workshop), dengan target peserta adalah perangkat desa se Kecamatan Wanasari brebes sebanyak 21 peserta dari 6 Dusun. Pelaksanaan diagendakan dilakukan dalam dua hari pelaksananaan. Output dari pengabdian kepada masyarakat ini adalah publikasi media massa atau terbit jurnal pengabdian masyakat UPS Tegal Kata kunci: Jurnalistik, Pengelolaan Website, workshop, Desa wisata Guci
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2024 |
Manajemen Sampah Dalam Meningkatkan Circular Economy Di Desa Kebuman, Kecamatan Banyubiru, Semarang
(Heru Pramono Hadi, Indra Gamayanto, Edi Faisal, Suhariyanto -, Amiq Fahmi)
DOI : 10.62411/ja.v7i1.1743
- Volume: 7,
Issue: 1,
Sitasi : 0 26-Jan-2024
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Abstrak Permasalahan sampah sudah menjadi permasalahan dunia, terutama sampah anorganik dan B3 yang tidak dapat diurai secara alami, sementara jumlah produksi sampah terus bertambah seiringdengan pertumbuhan penduduk. Dari data statistik Kabupaten Semarang jumlah sampah yang terangkut mulai tahun 2019 sebanyak : 220 487 M3, tahun 2020 : 247 095 M3 dan tahun 2021 : 280 859 M3, hal ini menunjukkan peningkatan jumlah sampah naik secara liner. Desa KebumenKecamatan Banyubiru Kabupaten Semarang menghadapi permasalahan yang serupa dengan meningkatnya volume sampah rumah tangga berdampak pada lingkungan yang kurang sehat. Meskipun sudah ada bank sampah pada wilayah tersebut namun ada beberapa kendala yangdihadapi yaitu manajemen sampah, reduce, reuse dan recycle atau 3 R belum optimal. Program PKM (Program Kemitraan Masyarakan) Universitas Dian Nuswantor dengan penerapan manajemen sampah yang efektif dan efisien dengan metode FDG (Focus Group Discussion) dan Edukasi dan Pelatihan diharapkan sampah yang terdapat diwilyah tersebut diolah baik sehingga dapat meniminalkan dampak negatif sampah terhadap lingkungan hidup desa Kebumen dan dapatmenciptakan circular ekonomi, sehingga dapat meningkatkan taraf ekonomi masyarakat setempat Kata kunci: Pengelolaan, Sampah, Manajemen, Taraf Hidup, Ekonomi
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2024 |
Implementasi Kebijakan Hukum Agraria Terhadap Pembagian Hak Tanah Garapan di Desa Sampali Kecamatan Percut Sei Tuan Kabupaten Deli Serdang
(Dahlia Natalia Lumban Gaol, Fani Nolpiana Nadapdap, Johana Andriani Nainggolan, Muhammad Hafis Faisal, Rahma Dhani Fitria Sinaga, Wulan Ayu Trisna, Yana Sebha Pasaribu, Ramsul Nababan)
DOI : 10.59581/jhsp-widyakarya.v2i1.2126
- Volume: 2,
Issue: 1,
Sitasi : 0 12-Dec-2023
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| Last.02-Aug-2025
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This research discusses the implementation of agrarian law policies regarding the distribution of rights to cultivated land in Sampali Village, Percut Sei Tuan District, Deli Serdang Regency. This study was conducted with the aim of analyzing the impact of policies, the level of community participation, and the factors that influence the implementation of these policies. The research method is descriptive qualitative which involves literature study, field study and interviews. The research results show that the implementation of agrarian law policies has had positive impacts such as changes in land ownership status, but also has negative impacts such as conflict and legal uncertainty. The level of community participation is proven to have a crucial role in the success of policy implementation. Factors such as unequal distribution of land, legal uncertainty, and lack of community involvement are obstacles to policy implementation in Sampali Village. It is recommended to revise agrarian law policies by considering input from the community and increasing their participation in the decision-making process. Strengthening institutions at the local level, participatory conflict resolution, and developing educational programs were also identified as important steps to improve sustainability and fairness in policy implementation. It is hoped that this research can contribute to a better understanding of the dynamics of agrarian law policy implementation at the local level and become a basis for improving policies that are more effective and inclusive.
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2023 |
Analisis Perilaku FoMO Mahasiswa Universitas Jember Dalam Perspektif Masyarakat Konsumsi-Baudrillard
(Jenny Fernanda, Muhammad Faisal Azka, Achmadiannisa Putri R.A.)
DOI : 10.55606/jcsrpolitama.v1i6.2967
- Volume: 1,
Issue: 6,
Sitasi : 0 30-Nov-2023
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| Last.19-Aug-2025
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FoMO or Fear of Missing Out behavior is a type of behavior that is very widespread these days. The aim of this study is to analyze and dissect the FoMO behavior. In particular, it concerns shoe fashion, which is widespread among students. The existence of different types of faculties spread across universities with the grouping of saintek and soshum certainly has consequences for students. It provides a perspective on a phenomenon. Of course, there are differences between the two large groups. It is this difference that provides an interesting proposition for why this research was conducted. This research uses a qualitative method with a phenomenological approach. The results of the study showed that FoMO behavior has consequences for students buying or consuming goods, especially shoes with brand value. The authenticity of an item also influences students' shopping interest. They prefer to buy original or genuine shoes, which guarantee quality, rather than branded but fake or imitation (KW) shoes. Thus, it can be concluded that there is still relevance between the theory of consumer society by Jean P. Baudrillard and the condition of contemporary students of Jember University.
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2023 |
Pengukuran Efektivitas Perlindungan Hukum dalam Pengiriman Barang Berdasarkan Perspektif Konsumen Dalam Konteks Kuhd dan Kuh Perdata
(Suprihatin Suprihatin, Faisal Akbar)
DOI : 10.59581/doktrin.v2i1.1891
- Volume: 2,
Issue: 1,
Sitasi : 0 29-Nov-2023
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| Last.02-Aug-2025
Abstrak:
Freight can be generally defined that the carriage is a reciprocal agreement between the carrier with the sender, wherein the carrier binds itself to organize the transport of goods and or from one place to a particular destination safely, while the sender binds itself to pay the freight. Courier services and trade relationship of mutual influence. Development of trade is strongly influenced by the birth of a freight forwarder. Courier services also participate in the growth of foreign and domestic trade. Formulation of research objectives are a reflection direction and elaboration of strategies to problems that arise in the writing, while the writing is being implemented not deviated from its original purpose. Then formulated the goal of this paper was to determine the legal protection and implementation of consumer redress against the freight forwarder.The method used in this research is the method of empirical juridical approach. While the research is descriptive specification anaitisyang intended to describe the legislation in force associated with legal theories.Based on research that shows that in this case about liability if anything happens to the item before reaching the destination or delay in delivery or if there are other things, the company is obliged to replace losses caused his company. and in case of loss or serious damage, the company will provide compensation in accordance with the price of goods or conducted negotiations regarding the compensation agreements.
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2023 |