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Grouping of Success Levels in E-Learning Learning Factors: Approaches with Machine Learning Algorithm Elin Panca Saputra; Sugiono; Indriyanti; Supriatiningsih; Hafis Nurdin
Jurnal Mantik Vol. 5 No. 1 (2021): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.Vol5.2021.1271.pp78-85

Abstract

The purpose of this study is to obtain the results of the modeling process on grouping the results of student learning, and to produce student success rates, while to find the results of the accuracy level of student learning success based on E-Learning with the Support Vectore Machine (SVM) method. In this grouping, there are 5 clusters. Furthermore, the process of counting can be as many as 2 iterations, namely getting the final result in the form of Cluster-1 with a total of 10 students, cluster-2 with a total of 45 students, cluster-3 with a total of 22 students, cluster 4 with a total of 13 students, and the next is cluster-5 with a total of 19 students. Then the results of the resulting process with a total of 5 types of clusters, namely from students who get the highest results to the lowest. In addition, this study also looks for the level of accuracy in e-learning student learning processes using the Support Vectore Machine (SVM) method, the accuracy results obtained are 90.91%, while the AUC results are 82.81%. then the value of the calculated accuracy rate can be classified as accuracy with the predicate result that is good.
Mysql Database Syncronization Using Restful Webservice Api PT. Minori Felix Wuryo Handono; Sumarna; Hafis Nurdin; Fernando B Siahaan; Hary Sugiarto; Indra Chaidir
Jurnal Mantik Vol. 5 No. 2 (2021): Augustus: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.Vol5.2021.1409.pp855-859

Abstract

PT. Minori is an apprentice delivery company to Japan located in Cikarang Bekasi. The apprentices to be sent to Japan must first follow the selection and education process. Even after arriving in Japan, the apprentices must take part in lessons too so they will not forget the educational material and move up to a higher level. The learning method during education is by accessing the Education server in LAN (Local Area Network) and accessing the cloud server during internship. The difference in location and network causes problems, the data that is on the local network server with the public network server, how to synchronize the data without changing the existing network infrastructure. Database synchronization in PT Minori is done by restful API from both servers to synchronize data.
Infrastructure Facilities Information System (SISAPRAS) as a Monitoring of Educational Service Facilities Verry Riyanto; Sumarna Sumarna; Hafis Nurdin; Ganda Wijaya
Jurnal Mantik Vol. 5 No. 2 (2021): Augustus: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.Vol5.2021.1410.pp860-866

Abstract

The availability of supporting devices in the academic services of a university is inseparable from the location and placement and also the need for these devices. The need for operational equipment is a necessity in the running of business process activities at a university, therefore the types of operational devices and facilities provided are a benchmark for a university in providing the best service to the academic community in it. In a tertiary institution, the need for operational equipment plays an important role in carrying out the teaching and learning process, on the other hand, behind-the-scenes operations also play an active role in ensuring the learning and teaching process runs. The need for operational equipment for infrastructure and facilities will increase where if a university has a building or branch with a different location, with this condition new findings will appear, the types of operational goods proposed are not balanced between branches or the number of goods that will be served by each branch is not monitored. Therefore, an infrastructure information system was built to facilitate and monitor each branch of the university in managing the equipment and operational facilities and infrastructure at the branch of the college building.
Network File System Implementation on Computer-Based Exam Sumarna -; Felix Wuryo Handono; Hafis Nurdin
Indonesian Journal of Engineering Research Vol 1 No 1 (2020): Indonesian Journal of Engineering Research
Publisher : Future Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11594/ijer.01.01.04

Abstract

In the world of education, exam is the final stage to evaluate the student abil-ity. The length of the correction process and the expensive cost of printing for manually exams are obstacles that often occurs when administering the ex-ams. Computer-based exams is an effort that is present to solve the problems, by using a computer, then the cost of printing documents and others can be minimized, besides that there is no need for manually correction time, be-cause when students finished the exam, the student's grades can be immedi-ately known. So many advantages are offered by computer-based exams but of course there are still problems that arise. The most common thing is the slow server in processing requests from clients when accessed together, in-creasing the number of servers using Network File Server is one of the efforts to correct the shortcomings of computer-based exams. Using Network File Server is expected to be able to overcome these problems.
Implementasi VPN Pada VPS Server Menggunakan OpenVPN dan Raspberry Pi Taufik Rahman; Giovanni Maria Vianney Tobia Mariatmojo; Hafis Nurdin; Herman Kuswanto
Teknika Vol 11 No 2 (2022): Juli 2022
Publisher : Center for Research and Community Service, Institut Informatika Indonesia (IKADO) Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34148/teknika.v11i2.482

Abstract

Komunikasi jaringan internet butuh keamanan, kemudahan, dan kecepatan transfer data yang baik. Hal ini harus diperhatikan oleh setiap pengguna dalam melakukan kegiatan di dunia maya atau internet, sehingga kerahasiaan informasi bisa terjaga dengan baik dan kemudahan, kecepatan pertukaran data bisa di implementasikan sehingga dapat menjadi suatu nilai lebih. VPN dapat terjadi antara dua PC atau bisa juga antara dua atau lebih jaringan yang berbeda. VPN dapat dibentuk dengan menggunakan teknologi tunneling dan encryption. Server OpenVPN menghasilkan profil jaringan terenkripsi, kemudian semua pengguna dapat membentuk jaringan VPN dan mereka dapat menggunakan layanan organisasi seolah-olah mereka secara geografis berada di tempat yang sama, konfigurasi ini juga memungkinkan penggunaan layanan atau aplikasi eksternal apa pun tanpa memengaruhi keamanan organisasi, VPN dapat berjalan pada IPv6 dan IPv4, dengan kelebihan yang banyak OpenVPN melintasi NAT (Network Address Translation). Jaringan VPN ini dibuat untuk memudahkan pekerja yang sedang melaksanakan aktivitas WFH (Work From Home) VPN sebuah koneksi virtual yang bersifat private dan tidak semua orang bisa mengaksesnya. Implementasi VPN dapat mempermudah komunikasi data jarak jauh tanpa khawatir ada tabrakan data, karena dengan menggunakan jaringan virtual ini dapat terhubung secara bersamaan. Dengan VPN, pengguna mempunyai keamanan data yang lebih dibandingkan dengan menggunakan jaringan lokal biasa. Ketika pengguna terhubung ke jaringan VPN maka akan mempunyai IP yang berbeda dengan IP Physical dibuktikan dengan tool tracert terlihat IP dan hoop. Raspberry Pi berfungsi untuk membuat sertifikat VPN client, karena fungsi tersebut tidak digabungkan ke dalam VPS Server karena masalah keamanan jaringan.
MODEL IMPLEMENTASI LOGIKA FUZZY UNTUK PENILAIAN KINERJA KARYAWAN IT SUPPORT Sumanto Sumanto; Ade Christian; Ahmad Yani; Karlena Indriani; Sumarna Sumarna; Hafis Nurdin
Jurnal Sistem Informasi dan Informatika (Simika) Vol 5 No 2 (2022): Jurnal Sistem Informasi dan Informatika (Simika)
Publisher : Program Studi Sistem Informasi, Universitas Banten Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/simika.v5i2.2067

Abstract

Human resources are the most valuable asset in a company. Employee performance is one of the company's benchmarks in assessing the productivity of these assets. Methods in measuring employee performance can be done in various forms, one of which is using the fuzzy logic method. Fuzzy Mamdani is a fuzzy inference method that provides rules that must be passed before carrying out the process of determining the final value. There are three main criteria that will be analyzed in this study, namely attendance, quality of work and communication. Each of these criteria has a value obtained from the average value of several elements. The final result after going through the employee data analysis process is the average weighted value. Conclusions that can be drawn as the basis for employee performance and the results can be seen from the order of values, starting from the highest to the lowest. MATLAB or what we call it (Matrix Laboratory) is a program for analyzing and computing numerical data, and MATLAB is also an advanced mathematical programming language, which was formed on the premise of using the properties and forms of matrices. Graphical User Interface (GUI) is a visual media that makes users give certain commands on the computer without typing the command, but using the available images.
Tingkat Kepuasan Pelanggan terhadap Kualitas Pelayanan Pada CV Jia Pradana dengan Metode Servqual Felix Wuryo Handono; Hafis Nurdin; Sumarna Sumarna
JUSTIN (Jurnal Sistem dan Teknologi Informasi) Vol 7, No 3 (2019)
Publisher : Jurusan Informatika Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (328.101 KB) | DOI: 10.26418/justin.v7i3.33295

Abstract

CV Jia Pradana menyediakan beberapa layanan jasa diantaranya konsultan dibidang teknologi Informasi, multimedia seperti grafis desain, dokumentasi photo maupun video sampai dengan pengadaan barang. Beberapa produk jasa yang diberikan tersebut membutuhkan penjelasan dan interaksi yang baik antara CV Jia Pradana sebagai perusahaan penyedia dengan kustomer yang membutuhkan layanan tersebut. Diharapkan staff yang bekerja di dalam perusahaan mampu dalam memberikan Informasi mengenai produk dan memberikan bantuan pelayanan terhadap produk yang sedang digunakan dengan baik. Penting bagi Perusahaan untuk tetap dapat mempertahankan kepercayaan dan kepuasan pelanggan agar dapat terus menggunakan jasanya. Dengan jumlah pelanggan yang ada, muncul pertanyaan  apakah dengan layanan yang diberikan saat ini sudah memberikan kepuasan kepada pelanggan dan berkontribusi pada bertambahnya jumlah pelanggan. Untuk dapat mengetahui tingkat kepuasan pelanggan perlu dilakukan pengukuran tingkat kepuasan yang melibatkan pengguna jasa. Pengukuran menggunakan metode servqual dengan lima dimensi dari kualitas jasa yakni: Tangibles, Reliability, Responsiveness, Assurance dan Emphaty. Dengan pengukuran ini akan dapat terlihat tingkat kepuasan pelanggan. Hasil penelitian yang didapat dari 100 sample adalah bahwa layanan yang diberikan oleh perusahaan belum memberikan kepuasan kepada pelanggan. Dimensi yang mempengaruhi secara signifikan terhadap kepuasan pelanggan hanya terdapat pada dimensi Assurance dan Emphaty. Gap Analysis juga dilakukan sebagai acuan manajemen untuk memperbaiki kinerja perusahaan. Selisih gap dua terbesar dimana perusahaan dapat fokus untuk memperbaiki kinerja ada pada dimensi Tangibles dan Reliability.
HIERARCHICAL TOKEN BUCKET (HTB) PADA QUALITY OF SERVICE PT. EKA BOGAINTI Taufik Rahman; Buya Ibrahim; Hafis Nurdin; Muhammad Qomaruddin
Rabit : Jurnal Teknologi dan Sistem Informasi Univrab Vol 8 No 1 (2023): Januari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/rabit.v8i1.2963

Abstract

Jaringan komputer tentunya sangat dibutuhkan oleh sebuah institusi maupun perusahaan untuk dapat melakukan pertukaran data maupun mengerjakan pekerjaan dengan koneksi internet, maka bandwidth perlu diatur untuk kerja perusahaan, karena dengan adanya sebuah internet maka penyebaran data menjadi efisien dan informasi menjadi semakin luas. Akan tetapi, realitanya jaringan internet pada perusahaan tidak selalu memberikan akses internet yang baik ketika user bekerja dengan internet. Tujuan penelitian ini menyelesaikan masalah pada jaringan di PT. Eka Bogainti; Penggunaan bandwitdth yang tidak tepat, mengganggu proses keberlangsungan bisnis perusahaan, belum adanya management bandwidth sehingga pembagian bandwidth tidak merata pada semua client. Metode membagi dan menyebarkan bandwidth secara bertingkat Hierarchical Token Bucket (HTB) yang diterapkan berjalan lancar dan dapat meminimalisasi terjadinya bandwidth lebih pada pengguna jaringan yang berakibat down pada jaringan. Hasil nya kegiatan operasional perusahaan dapat tetap berjalan lancar. Administrator jaringan dapat menentukan prioritas pengguna jaringan internet pada perusahaan sehingga management bandwidth lebih teratur. Diperlukan perusahaan meng-Upgrade perangkat keras maupun perangkat lunak dengan spesifikasi update untuk mengimbangi jaringan yang telah diatur menjadi sesuai dengan kebutuhan sehingga meningkatkan kualitas kerja para karyawan.
NETWATCH MIKROTIK PADA JARINGAN PT DINASTI KURNIA SEJAHTERA Taufik Rahman; Alfan Khudori; Hafis Nurdin; Muhammad Qomaruddin
Jusikom : Jurnal Sistem Komputer Musirawas Vol 7 No 2 (2022): Jusikom : Jurnal Sistem Komputer Musirawas DESEMBER
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jusikom.v7i2.1715

Abstract

A computer network is of course very much needed by an institution or company to be able to exchange data or do work, especially on the internet network, so not a few companies or institutions have more than one internet subscription to a service provider. However, in reality the rented internet does not automatically replace or switch on the internet that turns off, sometimes you have to move ports and configurations so that trouble occurs when users access the internet and disrupt work. Using netwatch which is a method on the network to avoid connection down time. Used if the company has more than 1 internet source. The way it works is to make the backup of the second line automatically run if the main line dies. However, the problem is when the connection from the ISP (Internet Service Provider) to the internet is interrupted, while the company's MikroTik router can still be connected, so the router will read that there is still a connection and will not change the router's connection to the backup path. By using netwatch which is one of the features of MikroTik, it functions to monitor a host's condition at certain intervals. Netwatch works by periodically sending ICMP messages to the intended host, in this case it can send it to an internet host that is definitely always on. A down connection from the ISP will read down so that the router will automatically change the connection using the backup path.
Prediction Of Infant Mortality Using The Decission Tree And Genetic Algorithm Methods Suhardjono Suhardjono; Adjat Sudradjat; Bilal Abdul Wahid; Hari Sugiarto; Hafis Nurdin
Paradigma Vol. 25 No. 1 (2023): March 2023 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/p.v25i1.1819

Abstract

One of the things that plays a role in reducing infant mortality is the government. Based on infant mortality data in Jakarta in 2018 that has been previously tested with the decision tree algorithm, the update in this study is to use the genetic algorithm. The purpose of the update is to increase the accuracy of the results to be maximized. From the test results with the DT algorithm optimized by GA, the maximum accuracy value is 100%, and each attribute has a weight value of 1 where the value is the maximum value. After obtaining maximum results, the data will be used to reduce infant mortality, especially in Jakarta