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All Journal Pendas : Jurnah Ilmiah Pendidikan Dasar Media Mahardhika Aptisi Transactions on Management Jurnal Teknik dan Informatika JURNAL ILMIAH EDUKATIF Bioscientist : Jurnal Ilmiah Biologi Jurnal Ekonomi Bisnis, Manajemen dan Akuntansi (JEBMA) Instal : Jurnal Komputer INTERNATIONAL JOURNAL OF CULTURAL AND SOCIAL SCIENCE Jurnal Nasional Teknologi Komputer Jurnal Budgeting Al-Hisbah Jurnal Ekonomi Syariah Ramatekno Jurnal Pembelajaran Bahasa dan Sastra Tabayyun : Journal of Islamic Studies Journal of Environmental and Development Studies Bulletin of Engineering Science, Technology and Industry Prosiding Seminar Nasional Keguruan dan Pendidikan (SNKP)
Khairul
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EVALUATION OF INFORMATION TECHNOLOGY GOVERNANCE E-KINERJA SYSTEMS IN ASSESSING EMPLOYEE PERFORMANCE USING THE MODEL COBIT 2019 AT THE DISTRICT COMMINFO OFFICE WAS REALLY FUN Eswin Syahputra; Khairul; Muhammad Iqbal; Rian Farta Wijaya; Darmeli Nasution
Bulletin of Engineering Science, Technology and Industry Vol. 2 No. 3 (2024): September
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59733/besti.v2i3.60

Abstract

The Department of Communication and Information Technology (Kominfo) in developing an e-performance information system needs to carry out a governance evaluation. The aim of this research is to evaluate information technology governance in the E-Kinerja system in assessing employee performance at the Bener Meriah Regency Communication and Information Service using the COBIT 2019 model using the Action Research method. Data collection techniques use two sources of primary data and secondary data. The results of this research are three main domains in COBIT 2019, namely EDM02 (Ensured Benefits Delivery), APO10 (Managed Vendors), and BAI11 (Managed Projects). This evaluation is carried out to measure the targeted capability level (to-be), the current capability level (as-is), as well as the gaps (GAP) that exist between the two. So the capability level in the EDM02 domain is at level 4, the APO10 domain is at level 2 and the BAI11 domain is at level 2. These findings provide an overview of areas that require further improvement and development to achieve more effective and efficient information technology governance. Thus, it is hoped that this research can contribute to improving the quality of information technology governance at the Bener Meriah Regency Communication and Information Service, as well as becoming a reference for other government agencies in implementing the COBIT 2019 model for evaluating information technology systems.
MACHINE LEARNING ANALYSIS IN IMPROVING THE EFFICIENCY OF THE STUDENT ADMISSION DECISION MAKING PROCESS NEW AT PANCA BUDI MEDAN DEVELOPMENT UNIVERSITY M. Rasyid; Zulham Sitorus; Rian Farta Wijaya; Muhammad Iqbal; Khairul
Bulletin of Engineering Science, Technology and Industry Vol. 2 No. 3 (2024): September
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59733/besti.v2i3.62

Abstract

The decision-making process in admitting new students is a crucial aspect that can influence the quality and efficiency of academic administration in higher education. This research aims to analyze the role of Machine Learning methods, especially Support Vector Machines (SVM), in increasing the efficiency of the decision-making process for new student admissions at the Panca Budi Development University, Medan. The data used in this research includes information from the student admissions process for the odd semester of the 2022/2023 academic year, which includes various variables such as Registration Number, School of Origin, Registration Payment, and others. The data is divided into a training set (70%) and a testing set (30%). The Support Vector Machine (SVM) model that was built was evaluated using metrics such as accuracy, precision, recall, and F1-Score. The research results show that the SVM model achieves an accuracy of 100%, with high precision and recall for both classes. Precision for both classes reached 1.00, while recall for the minority class (class 1) reached 0.91, indicating excellent model performance in classification. The conclusion of this research is that the Support Vector Machine (SVM) model can significantly increase efficiency and accuracy in the decision-making process for new student admissions at the Panca Budi Development University in Medan compared to conventional methods. These findings indicate that the application of Machine Learning methods can provide substantial benefits in the context of academic administration.
COMPARATIVE ANALYSIS OF NAIVE BAYES ALGORITHM AND C4.5 ALGORITHM IN SELECTING TYPES OF UMKM PRODUCTS IN BBPSDMP KOMINFO MEDAN TRAINING Alex Siregar; Leni Marlina; Khairul; Muhammad Iqbal; Andysah Putera Utama Siahaan
Bulletin of Engineering Science, Technology and Industry Vol. 2 No. 3 (2024): September
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59733/besti.v2i3.64

Abstract

This study compares the accuracy of the Naïve Bayes and C4.5 algorithms in determining the most suitable product types for Micro, Small, and Medium Enterprises (MSMEs) participating in the Digital Entrepreneurship Academy (DEA) training program at BBPSDMP Kominfo Medan. This study uses a dataset from DEA participants between 2021 and 2022. The analysis shows that the C4.5 algorithm has a higher accuracy compared to Naïve Bayes, indicating its better effectiveness in helping MSMEs choose product types. These findings suggest that C4.5 is more suitable for applications that require a high level of accuracy, especially in the context of this study. This study provides valuable insights into the selection of algorithms to support decision making in the MSME sector.
Rancangan Sistem Interface Tim Penggerak Pemberdayaan Kesejahteraan Keluarga Pada Desa Kelambir V Kebun Eka Putra; khairul; Farta Wijaya, Rian; Putra Nauli Harahap, Sutan
PROSIDING SEMINAR NASIONAL KEGURUAN DAN PENDIDIKAN (SNKP) Vol. 2 (2024): Prosiding Seminar Keguruan dan Pendidikan (SNKP) 2024
Publisher : LPPM UNIVERSITAS MUHAMMADIYAH MUARA BUNGO

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

Abstract

Pada Perkembangan Teknologi saat ini semakin canggih yang mana di instansi sudah banyak yang mengunakan aplikasi berbasis web. Pada Desa Kelambir v Kebun saat ini proses pengolahan data PKK saat ini masih menggunakan microsoft office dalam proses penyimpanan data. Proses penyimpanan data seperti ini dapat menyebabkan data tidak aman. Maka dari itu peniliti akan membuat suatu rancangan untuk menyimpan data dengan komputerisasi yang cukup memadai dan aman. Agar laporan yang akan dibutuhkan nantinya dapat diproses secara tepat oleh Pihak Desa Kelambir v Kebun. Dari masalah yang sudah didapat sehingga didapatlah sebuah solusi dengan cara menerapkan Rancangan sistem PKK berbasis web. Dengan adanya penelitian ini dapat mempermudah penyimpanan data dan pada saaat data dibutuhkan  tidak memakan waktu yang lama.
Penilaian Kesehatan Bank Syariah Menggunakan Metode REGC Zalina, Indah; Fitriany, Lestari; Nurmatias, Faizal; Khairul
Al-Hisbah Jurnal Ekonomi Syariah Vol 4 No 1 (2024): Jurnal Al Hisbah
Publisher : Institute Agama Islam Tafaqquh Fiddin Dumai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57113/his.v4i1.348

Abstract

Penilaian kesehatan bank syariah merupakan proses evaluasi yang penting dalam menentukan kinerja dan stabilitas keuangan bank berbasis syariah. Penilaian tersebut melibatkan sejumlah faktor, termasuk kepatuhan terhadap aturan-aturan dan juga prinsip syariah, kinerja keuangan, manajemen risiko, serta kepatuhan terhadap regulasi. Tujuan dari dilaksanakannya penilaian kesehatan Bank ini adalah untuk memastikan bahwa bank syariah dapat menjaga stabilitasnya, memberikan layanan yang berkualitas kepada nasabah, serta mematuhi standar etika dan hukum Islam. Metode Penelitian yang di gunakan ialah pendekatan kualitatif dengan studi pustaka (library research). kesehatan bank dapat disimpulkan bahwa bank dapat menjalan operasionalnya dengan baik, sehingga mampu menjamin kelangsungan operasional keuangan dan bisnis bank sehingga kepercayaan masyarakat tetap tergaja untuk menginvestasikan dananya. Untuk mengetahui tingkat kesehatan bank bisa dilakukan melalui Enam metode penilaian yaitu dengan CAMELS, Namun mulai dari tanggal 01 Januari 2012 Metode RGEC digunakan untuk menilai tingkat kesehatan bank pada periode terakhir hingga tanggal 31 Desember 2011, dan secara bersamaan mencabut Peraturan Bank Indonesia No.6/10/PBI/2004 mengenai Sistem Penilaian Tingkat Kesehatan Bank Umum dengan metode CAMELS.
Analisa Classification Decision Tree C45 dan Naïve Bayes Pada Indikasi Penyakit Diabetes Menggunakan Rapid Miner Hamzah, Iswadi; Zulham Sitorus; Khairul
Jurnal Nasional Teknologi Komputer Vol 4 No 1 (2024): Volume 4 Nomor 1 Januari 2024
Publisher : CV. Hawari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jnastek.v4i1.126

Abstract

In Indonesia, the rate of diabetes sufferers continues to increase, so this is deemed necessary to pay attention to by the Indonesian people in particular, for this reason this research is not the first to be conducted. Predicting diabetes can be done using various methods through various algorithms which are quite diverse, therefore it is necessary to conduct research on the algorithms used. To obtain new information, the Decision Tree algorithm with Naïve Bayes was tested using the Rapid Miner application. This test is carried out on data that has the attribute HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, Heart Diseaseor Attack, Phys Activity, Fruits, Veggies, HvyAlcoholConsump, AnyHealthcare, NoDocbcCos, GenHlth, MentHlth, PhysHlth, DiffWalk, Sex, Age, Education, Income. All of these attributes serve as a guide in determining results, so that it can be known that the patient has diabetes.
AKUNTABILITAS DAN TRANSPARANSI BANTUAN KEUANGAN PARTAI POLITIK DI KABUPATEN X Permata Sari, Indah; Khairul
Media Mahardhika Vol. 23 No. 1 (2024): September 2024
Publisher : STIE Mahardhika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29062/mahardika.v23i1.1213

Abstract

This research aims to analyze the accountability and transparency of financial assistance provided to political parties in a regency. The study employs observations and documentation to enhance data accuracy. Accountability is assessed using Koppell's four dimensions, while transparency is evaluated through Bovens' three perspectives. The findings reveal that accountability for political party financial assistance in the regency is weak, largely due to the lack of government oversight, which increases the risk of budget mismanagement or diversion. The roles of the Audit Board (BPK) and the Regional Government are limited to auditing, guiding, and monitoring, without any control over the financial assistance given to political parties. Furthermore, political parties have not fully complied with the requirements for submitting accountability reports. In terms of transparency, political parties receiving financial assistance have not effectively implemented transparent practices. There is a tendency for political parties to restrict access to financial information, limiting it to political circles, making it difficult for the public to obtain details about party performance. Additionally, the legal framework established by the government lacks sanctions for non-compliance with transparency requirements, which hinders the achievement of the intended level of public transparency.  
Bioecological Aspect of Lakepe (Betta raja) in Natural Habitat of Bandar Tinggi Village, Rantau Selatan District, Labuhan Batu Regency Khairul; Machrizal, Rusdi; Wahyungsih, Hesti
Journal of Environmental and Development Studies Vol. 1 No. 01 (2020): Journal of Environmental and Development Studies
Publisher : TALENTA Publisher, Universitas Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32734/jeds.v1i1.4606

Abstract

Lakepe (Betta raja) is a wild fish species inhabiting water region in Labuhanbatu regency. The fishes are commonly known to inhabit steady and unpolluted streams. The aquatic environmental condition and its ecology will determine the survivability and breeding of Betta raja in its natural habitat.A study of its ecological aspect is needed to obtain any physicochemical characteristics of natural habitat which may act as limiting factor to Betta raja presence. In this study, physicochemical characteristics of water are measured, i.e temperature (T), velocity, pH, dissolved oxygen (DO), biological oxygen demand (BOD), chemical oxygen demand (COD), total dissolved solid (TDS), and total suspended solid (TSS). The environmental condition are measured in the field (in situ) while other parameters, i.e DO, BOD, TDS, and TSS are analyzed in the laboratory. The results showed that the physicochemical characteristics of B. raja habitat are: T (26oC), velocity (0.05 m/s), DO (6.9 mg/L), BOD (3.27 mg/L), COD (8.26 mg/L), TDS (22.1 mg/L), and TSS (5.1 mg/L). The sizes of wild caught B. raja are ranged between 6.3–94.0 cm with body masses of 1.1–4.8 g.
Effect of Human Resources Quality, Performance Evaluation, and Incentives on Employee Productivity at Raharja High School Mulyati; Zebua, Selamat; Chakim, Mochamad Heru Riza; Khairul; Mulyati, Mulyati
APTISI Transactions on Management (ATM) Vol 7 No 1 (2023): ATM (APTISI Transactions on Management: January )
Publisher : Pandawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/atm.v7i1.1732

Abstract

This study used a sample of 30 employees of Raharja College, Cikokol, Tangerang which were taken randomly to test the effect of the quality of human resources, job evaluation, incentives on employee productivity. The survey method with path analysis technique was used to analyze the pattern of relationships between variables with the aim of knowing the direct or indirect effect of a set of independent variables (exogenous) on the dependent variable (endogenous) with data analysis using the smart PLS 3.0 version software. The results show that the quality of human resources has a positive effect on employee productivity with a path coefficient value of 0.145, the quality of human resources has a positive effect on incentives with a path coefficient value of 0.121, incentives have a positive effect on productivity with a path coefficient value of 0.784, while performance evaluation has no positive effect on employee productivity with a path coefficient value of -0.103. It can be said that all the hypotheses in this study only one that does not have a positive effect while the rest have a positive effect. From the results of the data analysis, it can be seen that the quality of human resources directly affects employee productivity at Raharja College. Thus, the hypothesis which states that the quality of HR has a direct effect on employee productivity is accepted.
Penyusunan Paragraf Berbasis Profetik melalui Teknik Pelatihan: Supervisi Klinik Kepala Sekolah terhadap Guru Bahasa Indonesia Khairul
Jurnal Pembelajaran Bahasa dan Sastra Vol. 1 No. 6 (2022): November 2022
Publisher : Raja Zulkarnain Education Foundation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55909/jpbs.v1i6.210

Abstract

Sebagai supervisor, kepala sekolah memiliki tugas dan fungsi melakukan supervisi antara lain kepada para guru. Berbasis kepada kompetensi profesionalisme bidang Pendidikan Agama Islam, supervisi tentang cara penyusunan paragraf bertopik profetik melalui teknik model terhadap guru Bahasa Indonesia urgen didlakukan sehingga guru Bahasa Indonesia juga memperkuat pendididkan karakter di sekolah. Penelitian tindakan sekolah ini bertujuan untuk mendeskripsikan: 1) prosedur penyusunan paragraf berbasis profetik yang dihasilkan guru Bahasa Indonesia melalui kegiatan supervisi klinik kepala sekolah; 2) profil paragraf profetik hasil penyusunan guru Bahasa Indonesia melalui kegiatan supervisi klinik kepala sekolah. Penelitian ini berlangsung di awal semester ganjil tahun ajaran 2022/2023 di SMP Negeri Satu Atap Harapan Jaya Sungai, Kecamatan Batang Tuaka, Kabupaten Indragiri Hilir, Provinsi Riau. Guru Bahasa Indonesia yang berjumlah 3 orang menjadi subjek penelitian tindakan sekolah ini. Instrumen penelitian adalah Lembar kegiatan guru LKG) yang berisi model-model paragraf berbasis profetik. Data dianalisis secara tematik. Data penelitian tindakan kepala sekolah dianalisis secara tematik. Temuan penelitian tindakan sekolah: 1) prosedur penyusunan paragraf berbasis profetik yang dihasilkan guru Bahasa Indonesia melalui kegiatan supervisi klinik kepala sekolah; 2) profil paragraf profetik hasil penyusunan guru Bahasa Indonesia melalui kegiatan supervisi klinik kepala sekolah. Penelitian tindakan kelas ini memperkuat pendidikan karakter melalui materi pembelajaran membaca dan atau menulis paragraf berbasisi supervisi klinik kepala sekolah.
Co-Authors Abdul Pandi Ade Surya Bakti Pane Adim, Saiful Alex Siregar Alviona Marsya Amelia , Eka Andysah Putera Utama Siahaan Annisa Anugrah , Rian Ardiansyah , Andi Astri Mutia Rahma Baehaqi Cha Ashari, Cha Darmeli Nasution Devani Dewi Triana Dzalsabila , Zhafira Eka Putra Erbin Sitorus Eswin Syahputra Faizal Farta wijaya, Rian Fatahillah , Ikhwanul Fatimah Fatimah Arif, Nur Fitriani Fitriany, Lestari Gusmi Hamzah, Iswadi Harmiati Bungsu Bangun Harry Wiryatama Hasan , Zafar Hasmi Syahputra Harahap, Hasmi Syahputra Ilmiah, Putri Khairil Jantianus - Leni Marlina M. Rasyid Mentari, Risca Sri Mochamad Heru Riza Chakim Muh. Haerul Ikshan, Andi Muhammad Fadliansyah, Muhammad Muhammad Iqbal Muhammad Irsyad Muhammad Yusril Mulyati Mulyati Mulyati Musfirawati Muskamal Irba , Muh. Naibaho, Dameria Nurmatias, Faizal Permata Sari, Indah Putra Nauli Harahap, Sutan Rahmat , Waidin Rian Farta Wijaya Rijaluddin, Khalid Rinaldi RINI INDAHWATI Rosmaida Tambun Rumiyatun Rusdi Machrizal Samsuddin Sari, Novi Fitriandika Sholihin siti fadilah Sitorus, Zulham Suseno, Doni Syafi’I Syahputra, Dicky Ananda Syifa Triyadi, M Dico Tuti Andriani Wahyungsih, Hesti Widodo Widodo Wiryatama, Harry Wulan, Nawang YULIANI zalina, indah Zebua, Selamat