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Prediksi Jumlah Hasil Panen Sawit Menggunakan Algoritma Naive Bayes Ananda, Wahyu; Safii, M; Fauzan, M
TIN: Terapan Informatika Nusantara Vol 1 No 10 (2021): Maret 2021
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

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Abstract

Tujuan dari penelitian adalah untuk memprediksi jumlah hasil panen sawit dan memberikan masukan kepada pihak PTPN IV Dolok Sinumbah untuk lebih memperhatikan upaya dalam menghasilkan jumlah hasil panen sawit yang lebih meningkat setiap tahunnya. Untuk memprediksi jumlah hasil panen sawit metode yang digunakan algoritma Naive Bayes. Sumber data penelitian diperoleh dengan langsung dari instansi terkait. Sehingga diharapkan penelitian ini dapat membantu pihak pimpinan perusahaan dalam memprediksi meningkat atau menurunya produksi hasil sawit. Berdasarkan hasil penelitian yang dilakukan penulis menggunakan metode Naive Bayes pada prediksi meningkat secara manual menghasilkan nilai 7 record. Sedangkan Jumlah prediksi menurun secara manual menghasilkan nilai 5 record. Sehingga total Accuracy yang diperoleh sebesar 100%.
Analisis Intensi Penggunaan Internet Banking Syariah Di Kalangan Dosen Harahap, Enni Eriani; Lubis, Delima Sari; Fauzan, M
AGHNIYA : Jurnal Ekonomi Islam Vol 6, No 1 (2024): AGHNIYA: Jurnal Ekonomi Islam
Publisher : Faculty of Islamic Religion, Universitas Muhammadiyah Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/aghniya.v6i1.20996

Abstract

Internet Banking is a service that allows bank customers to carry out banking transactions via the internet. This can be done through an application that can be accessed on the website by customers. Internet Banking has advantages and disadvantages. One of the main drawbacks is the need for a smartphone device and a reliable internet connection. Security is also an important issue, with the risk of fraud and potential problems if a smartphone is lost or stolen. However, the benefits are very large, including checking balances, transfers between individuals and banks, as well as paying electronic bills such as electricity, credit, internet packages, and others. By using internet banking transactions are very practical. With internet banking, banking transactions such as fund transfers, bill payments and balance checks anytime and anywhere without having to go to a physical bank. This really helps save time and energy. Internet banking makes it easy to manage finances. I can quickly track transaction history and easily compile personal financial reports. Therefore, have very positive intentions in using internet banking. The method used in this research is a quantitative method based on the philosophy of positivism and functions to examine a certain population or sample by collecting data using research instruments. This type of research is field research, namely direct research carried out in the field or on respondents to obtain information through interviews or questionnaires. Data collection instruments in this research are Questionnaires, Documentation, Testing Instruments in this research are Validity and Reliability, Data Analysis Techniques in this research are Designing a Measurement Model (Outer Model), Designing a Structural Model (Inner Model) and Hypothesis Testing. The results of the analysis from this discussion are that Performance Expectancy has a significant and influential effect on the use of Internet Banking among lecturers. Effort Expectancy has a significant and influential effect on the use of Internet Banking among lecturers. Social Influence (Self Confidence) has an influence and is not significant on the use of Internet Banking among lecturers. Facilitating Conditions have a significant and significant influence on the use of Internet Banking among lecturers. Self Efficacy (Self Confidence) has a significant influence on the use of Internet Banking among lecturers. Hedodic Motivation (Satisfaction Factor) has a significant influence on the use of Internet Banking among lecturers. Price Value (Price Factor) has a significant influence on the use of Internet Banking among lecturers.
Penerapan Algoritma K-Means Dalam Pengelompokan Data Penduduk Miskin Menurut Provinsi Nasution, Irmanita; Windarto, Agus Perdana; Fauzan, M
Building of Informatics, Technology and Science (BITS) Vol 2 No 2 (2020): December 2020
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (447.041 KB) | DOI: 10.47065/bits.v2i2.492

Abstract

Proverty is one of the problems that inhibits national and regional growth. This research uses data mining techniques. In this study tha data used were sourced from the 2012-2018 statistical center. The research uses data mining techniques. In the data processing using k-means method. K-means method is a method of grouping existing data into several groups where the data in one group has the same characteristics with each other and has different characteristics from the data in other groups. The number of records used is 34 provinces which are divided into 2 clusters namely high and low clusters. The purpose of this study is divided into 2 parts, namely the provincial group with a high proverty rate and the provincial group with the lowest proverty level. From the result of grouping there were 8 provinces of high cluster and 26 low clusters. It is hoped that this research can provide input to the government so that it can give more attention to provinces that are categorized as high in proverty
Analisis Kinerja Ruas Jalan Akibat Hambatan Samping: Studi Kasus Pasar Tradisional di Kota Medan Malasyi, Syibral; Mukhlis, M; Anjella, Eva; Fauzan, M; Mudi Hafli, T; Sarana, David; Fasdarsyah, F
Malikussaleh Journal of Mechanical Science and Technology Vol 7, No 1 (2023): Malikussaleh Journal of Mechanical Science and Technology
Publisher : Malikussaleh University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/mjmst.v7i1.12602

Abstract

Road of Kapten Muslim Medan City is quite congested. due to the road is located in the area of many shops and trades that are not efficient in conducting buying and selling transactions. Primary data such as road geometrics, traffic volume, side obstacles, and speed. Based on the results and discussion, the highest side obstacle on this section of Jalan Kapten Muslim has an event weight frequency of 1087.8. This value is included in the class of very high side obstacles. The effect of obstacles on capacity is seen from the decrease in capacity before the side obstacle of 6,600 skr / hour with a Dj value of 0.47 and with side obstacles to 6,072 skr/ hour with a Dj value of 0.51. Thus, the level of road service for both is C. Thus, there is a decrease in capacity due to side barriers that can affect the performance of the road.
Tinjauan Terhadap Penggelapan Dana dalam Pembiayaan Berbasis Akad: Studi tentang Fenomena Side Streaming Fauzan, M; Sri Sudiarti; Marliyah
Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah Vol 9 No 2 (2024)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/jms.v9i2.22390

Abstract

Praktik side streaming dalam pembiayaan syariah menjadi masalah serius dalam industri keuangan, melanggar prinsip syariah dan mengganggu stabilitas sistem finansial. Tujuan penelitian ini yaitu untuk menyelidiki praktik penggelapan dana yang terjadi dalam pembiayaan berbasis akad, dengan fokus khusus pada fenomena side streaming dan untuk memahami mekanisme, motif, dan dampak dari side streaming dalam konteks pembiayaan berbasis akad serta mengeksplorasi upaya pencegahan dan penanggulangan yang dapat dilakukan untuk mengatasi masalah ini. Metode penelitian ini menggunakan pendekatan deskriptif kualitatif untuk menggali motif, proses, dan dampak praktik side streaming. Temuan menunjukkan bahwa side streaming bukan hanya masalah individu, tetapi juga mencerminkan kekurangan pengawasan bank dan tekanan ekonomi pada nasabah. Implikasinya, praktik ini merugikan bank dan masyarakat serta mengurangi kepercayaan pada sistem keuangan syariah. Hasil penelitian ini mendukung pentingnya penegakan prinsip syariah dan langkah-langkah pencegahan yang efektif untuk mengatasi side streaming. Rekomendasi termasuk meningkatkan pengawasan bank, peningkatan pemahaman nasabah, dan penerapan fatwa MUI No. 47/DSN-MUI/II/2005. Dengan demikian, penelitian ini memberikan wawasan holistik tentang fenomena side streaming dan menekankan perlunya perbaikan sistemik dalam industri keuangan syariah. Kata Kunci: Side Streaming, Penggelapan Dana, Pembiayaan, Akad
Pelatihan Konservasi Terumbu Karang Untuk Berkelanjutan Ekosistem Laut Pada Kabupaten Simeulue Hafli, Teuku Mudi; Fauzan, M; Abdullah, Dahlan; Imanullah, Imanullah; Zulfan, Zulfan; Fazil, M
Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal Vol 7, No 4 (2024): Oktober 2024
Publisher : STMIK Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurdimas.v7i4.3391

Abstract

Most of the Simeulue population depends on marine products for their livelihoods. However, the use of bombs in fishing has posed a serious threat to the sustainability of fish resources, which are crucial assets for the community's welfare. The practice of fishing with bombs not only damages marine habitats, including coral reefs, but also threatens the sustainability of fish resources in the future. If allowed to continue, this can harm marine ecosystems and jeopardize the sustainability of the local economy. To address this problem, training and implementing coral reef conservation using the Coral Adoption method is crucial. This initiative, which involves the Simeulue Regency government, Simeulue Police, and TNI, focuses on the community, especially fishermen. The Coral Adoption method is a marine environmental rehabilitation technique that aims to conserve marine biota, accelerate coral reef growth, and restore threatened ecosystems. The training provides participants with knowledge about the negative impacts of fish bombing and the importance of marine environmental rehabilitation. It also empowers them to stop such destructive practices. Furthermore, participants recognize the long-term impacts of fish bombing on their socio-economic aspects, which ultimately increases their commitment to preserving the marine environment for a better future.            Keywords: fish bomb; coral reef; fishing; fisherman  Abstrak: Sebagian besar penduduk Simeulue bergantung pada hasil laut untuk mata pencaharian mereka. Namun, penggunaan bom dalam penangkapan ikan telah menimbulkan ancaman serius terhadap kelestarian sumber daya ikan yang menjadi aset penting bagi kesejahteraan masyarakat. Praktik penangkapan ikan dengan bom tidak hanya merusak habitat laut, termasuk terumbu karang, tetapi juga mengancam keberlanjutan sumber daya ikan di masa depan. Jika dibiarkan berlanjut, hal ini dapat berdampak buruk pada ekosistem laut dan mengancam keberlanjutan ekonomi lokal. Untuk mengatasi masalah ini, pelatihan dan penerapan konservasi terumbu karang dengan metode Rock Pile menjadi sangat penting. Pelatihan ini, yang melibatkan pihak pemerintah Kabupaten Simeulue, Polres Simeulue, dan TNI, difokuskan pada masyarakat, terutama nelayan. Rock Pile adalah teknik rehabilitasi lingkungan laut yang bertujuan untuk melestarikan biota laut, mempercepat pertumbuhan terumbu karang, dan memulihkan ekosistem yang terancam. Manfaat dari pelatihan ini, peserta tidak hanya memperoleh pengetahuan tentang dampak buruk pengeboman ikan dan pentingnya rehabilitasi lingkungan laut, tetapi juga menjadi lebih percaya diri dalam menghentikan praktik destruktif tersebut. Selain itu, mereka menyadari dampak jangka panjang pengeboman ikan terhadap aspek sosial ekonomi mereka, yang pada akhirnya meningkatkan komitmen mereka untuk melestarikan lingkungan laut demi masa depan yang lebih baik.Kata kunci: bom ikan; terumbu karang; penangkap ikan; nelayan
Analisis Kemacetan Lalu-Lintas Pada Jam Antar Dan Jemput Sekolah Di Kawasan Pendidikan (Studi Kasus: Jalan Samudera Kota Lhokseumawe) Irmawandi, Rozi; Fauzan, M; Maulani, Emi; Afra, Liza; Yuslinda, Yuslinda
Sisfo: Jurnal Ilmiah Sistem Informasi Vol. 8 No. 2 (2024): Sisfo: Jurnal Ilmiah Sistem Informasi, Oktober 2024
Publisher : Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/sisfo.v8i2.20776

Abstract

Kemacetan lalu lintas merupakan masalah yang biasa terjadi pada jam-jam antar dan jemput anak sekolah. Jumlah mobil yang berlebihan, infrastruktur jalan yang buruk, dan manajemen lalu lintas yang tidak memadai juga dapat berkontribusi pada keadaan ini. Tujuan dari penelitian ini adalah untuk mengetahui penyebab kemacetan lalu-lintas pada jam antar dan jemput sekolah di kawasan pendidikan. Sasaran atau lokasi penelitian pada Jalan Samudera Kota Lhokseumawe pada kawasan pendidikan. Volume lalu lintas pada jam antar jemput anak sekolah hasil yaitu jam puncak pada hari Senin pukul 07.00-08.00 dan pukul 13.00-14.00 WIB pada jalan Samudera dengan nilai sebesar 1.084 dan 1.415 skr/jam. Hasil analisa yang diperoleh bahwa kemacetan disebabkan karena adanya pedagang dibahu jalan dengan hambatan samping memiliki nilai tinggi yaitu pada jam 13.00-14.00 hasil total sebesar 550 dengan hambatan samping tinggi (H). Kinerja kemacetan dikawasan pendidikan pada derajat kejenuhan pada hari Senin pukul 07.00-08.00 dan pukul 13.00-14.00 WIB pada jam puncak derajat kejenuhan jalan Samudera dengan nilai sebesar 0,55 dan 0,72. Kemacetan lalu-lintas pada jam puncak antar dan jemput sekolah diperoleh hasil tinggi, pada jam tertentu pengalihan arus lalu lintas dimana kendaraan biasanya melalui 2 lajur dialihkan menjadi 1 jalur lalu lintas pada jam puncak antar jemput sekolah.
Analisis Metode Analytic Network Process pada Pemilihan Faktor Dominan Siswa Berprestasi di MTS Pembina Warlinda, Iis; Windarto, Agus Perdana; Fauzan, M
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 6, No 1 (2021): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v6i1.276

Abstract

School is a place for students to gain knowledge. Every school has a goal which is to improve the quality of the education world, as well as the MTS Pembina Maligas Bayu school. To realize this goal there must be improvements in service, teaching and assessment in order to make a quality school. In this case the homeroom teacher is faced with a problem that is the selection of high achieving students who fit the criteria desired by the school. The purpose of this study is to analyze which factors are the most dominant in determining student achievement. The selection of high achieving students has many factors and has different values, so we need an Analytic Network Process (ANP) method to overcome them. Analytic Network Process (ANP) methods including decision support system techniques, Analytic Network Process (ANP) is a mathematical theory that allows dealing with interrelated factors and feedback in a structured manner. The data of this study came from student questionnaires which had a rating of 1-10. With alternative morals (A1), Grades (A2), Discipline (A3), Absence (A4), The role of the teacher (A5). Whereas A1 0.16%, A2 0.02%, A3 0.02%, A4 0.07% and A5 0.06%. It is hoped that this research can provide input to the MTS Pembina schools to focus on the dominant factor in the selection of outstanding students so as to increase the number of outstanding students.
Analisis Kepuasan Masyarakat Terhadap Kualitas Pelayanan Pada Pengadilan Negeri Simalungun Menggunakan Metode Algoritma C4.5 Rahayu, Sri; Damanik, Irfan Sudahri; Fauzan, M
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 6, No 1 (2021): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v6i1.273

Abstract

This study aims to analyze the level of community satisfaction with services in the District Court Simalungun using the C4.5 Algorithm method. The data source used in this study was taken with an instrument in the form of a questionnaire with closed and open answers, where the data is in the form of numbers and analyzed static descriptive. The study population was all service users in the District Court Simalungun, including Procedures, Service Time, Costs/ Tariffs, Implementing Behavior, etc. After doing the calculations manually, the verification is also done using the application, namely RapidMiner. From the analysis process, it can be seen that the responsive aspect is the most dominant aspect in determining the level of community satisfaction at the District Court Simalungun
Penerapan Algoritma Apriori pada Sistem Informasi Perpustakaan Sekolah SMK Negeri 1 Siantar DwiSyari, Risti; Safii, M; Fauzan, M
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 6, No 1 (2021): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v6i1.287

Abstract

The SMK Negeri 1 Siantar School Library is one of the special libraries located at the SMK Negeri 1 Siantar School. Libraries provide various kinds of library materials such as books, lessons, lesson questions, and other vocational books. After the researcher made observations, the problem that often occurred was books that were borrowed and returned books that had a non-strategic layout, so that library visitors who did not know the placement found it difficult to find the books they wanted to borrow. This research uses data mining techniques, namely the Apriori Algorithm, the Apriori Method is a method for looking for patterns of relationships between one or more items in a dataset. The Apriori method can be used for data on borrowing books at the Siantar 1 State Vocational School School Library, where the composition of the library books (B1) X_Press UN 2019 B. Indonesia side by side with books (B4) School of Love is a Great Leader and Teacher, if the composition of the book is (B10) Moral Mulia side by side with book (B1) X_Press UN 2019 B. Indonesia, If the book arrangement (B7) X_Press Mathematics is side by side with the book (B5) Relationer, if the book arrangement (B7) X_Press Mathematics is side by side with the book (B9) Indonesian Wisdom Batak Toba, and if the arrangement of the book (B10) Morals Mulia is side by side with the book (B8) Hati Therapy, the data from these items each met the minimum confidance value of 0,5% or the same as the specified 50%. The result of this research is to help library staff arrange the book layout correctly. It is hoped that this research can provide input to the school