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Analisis K-Means Untuk Mengetahui Kelompok Tingkat Antusias Netizen Twitter Pada Kejadian Letusan Gunung Tangkuban Perahu Auliya Burhanuddin; Rifki Adhitama; Apri Junaidi
Journal of INISTA Vol 3 No 1 (2020): November 2020
Publisher : LPPM INSTITUT TEKNOLOGI TELKOM PURWOKERTO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20895/inista.v3i1.165

Abstract

Internet merupakan produk terknologi yang menandai era revolusi industri 4.0 dimana telah merubah cara berkomunikasi dengan jenis interaksi sosial yang baru. Pada 27 Agustus 2010 gunung sinabung meletus dan banyak kerugian dirasakan. Gunung tangkuban perahu meletus pada 26 Juli 2019 pukul 15.48. Belajar dari meletusnya gunung Sinabung yang merugikan maka memunculkan empati dari masyarakat, bantuan moral dan spiritual. Untuk mendapatkan data twiter dari website twitter maka dapat dilakukan proses crawling data yang dicari. Dari hasil crawling twetter akan didapatkan data user berupa total tweet, total follower, total likes, website, source, bio profile, id, akun, nama, dan lokasi. Kemudian dilakukan proses pengelompokkan/clustering menggunakan metode K-Means Clustering untuk mengetahui kelompok antusias dari netizen sebelum, ketika, dan pasca kejadian bencana. Hasil yang didapat adalah jumlah tweet sebelum gunung meletus yaitu 11.324 Tweet ketika meletus 35 tweet, dan pasca meletus 26 Juli 2019 yaitu 1.170 tweet dan 26-29 juli 2019 yaitu 1.512 tweet. Tingkat antusias sebelum kejadian 6.572 antusias dan 4.696 sangat antusias. Setelah gunung meletus 812 dan 798 antusias; dan 346 dan 575 sangat antusias. Tingkat antusias netizen sangat tinggi pada sebelum kejadian maka dapat dilakukan aktivitas sosial yang dapat dimanfaatkan pasca kejadian bencana sehingga dapat membantu secara langsung setelah kejadian bencana terjadi.
Penerapan X Means Clustering Pada UMKM Kab Banyumas Yang Mendukung Mega Shifting Consumer Behavior Akibat Covid-19 Rifki Adhitama; Auliya Burhanuddin; Atik Febriani
Journal of INISTA Vol 4 No 1 (2021): November 2021
Publisher : LPPM INSTITUT TEKNOLOGI TELKOM PURWOKERTO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20895/inista.v4i1.429

Abstract

The Covid-19 has become a epidemic that is troubling the public because of the extent and speed of the virus spreading. The Covid-19 has resulted in people being unable to move outside their homes freely so that household consumption has decreased. This condition is similar to the crisis in 1997-1998, where MSMEs and small traders could survive. In Banyumas district, the percentage of MSMEs are in the large, medium, and small groups that can support the habit of Mega Shifting, or businesses that can be done at home so that they can be an economic savior in the covid-19. Clustering is a method of grouping similar objects which are taken from several criteria. X-Means is a grouping method that can be used to effectively calculate the value of K. As for testing the quality of a cluster using the Purity test method, it is said to be "Good" if the results of this Purity are close to 1. The total of MSMEs in the Banyumas district which be grouped is 27,574 MSMEs. The purity based on the results of the cluster is 0.9892 (3 groups), 0.9894 (4 groups), 0.9928 (5 groups), and 0.9677 (6 groups). In 3 groups, the results of grouping are 58 MSMEs belong to large groups, 381 MSMEs belong to medium groups, and 26,602 MSMEs belong to small groups. The recommended MSMEs sectors to face mega shifting are food stalls, culinary, agriculture, snacks, traders, craftsmen, workshops, furniture, constructions, and grocery stores.
Pengembangan Aplikasi Monitoring Anak Berkebutuhan Khusus di Sekolah Luar Biasa Menggunakan Metode User Centered Design (UCD) Rifki Adhitama; Ariq Cahya Wardhana; Gracia Rizka Pasfica; Yolanda Al Hidayah Pasaribu
Journal of Computer System and Informatics (JoSYC) Vol 4 No 1 (2022): November 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v4i1.2602

Abstract

Special School B (SLB B) Yakut Purwokerto is an extraordinary school that focuses on handling Deaf Children with Special Needs (ABK) under the auspices of the Tama Business Welfare Foundation (YAKUT). In the process of monitoring student progress for guardians, SLB B Yakut Purwokerto still uses manuals and serves individual guardians. This is of course very ineffective and efficient. In addition, teachers also use social media in the form of WhatsApp to contact students' parents when students have finished learning activities at school. The development of technology is currently very rapid and it is appropriate for SLB B Yakut Purwokerto to develop monitoring activities using an effective and efficient system. Based on a review of several previous studies, User Centered Design (UCD) is an effective and most frequently used method to build an application. In understanding the user's cognition, character, and attitude, the design of the monitoring application for SLB B YAKUT Purwokerto students must focus on the user by applying the User Centered Design (UCD) method so that the application seems more interactive. The collection of user needs is carried out using three ways, including observation, interviews, and collecting the required documents. There are 5 stages that must be passed to implement the UCD method, plan the human-centered process, specifically the context of use, specify user and organizational requirements, product design solutions, and evaluate design against user requirements. The result of this research is that the design of the SoBat Yakut Monitoring System application design has been successfully completed to the prototype stage.
Implementasi Sistem Informasi Pemantauan Cuaca Maritim Di Pantai Menganti untuk Mitigasi Bencana Emi Iryanti; Rifki Adhitama; Aditya Wijayanto
Indonesian Journal of Community Service and Innovation (IJCOSIN) Vol 1 No 1 (2021): Juli 2021
Publisher : LPPM IT Telkom Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (310.154 KB) | DOI: 10.20895/ijcosin.v1i1.267

Abstract

Pantai Menganti yang terletak di Desa Karangduwur Kabupaten Kebumen memiliki potensi ekonomi maritim dan keanekaragaman hayati laut yang tinggi. Di Pantai Menganti terdapat Tempat Pelelangan Ikan dengan transaksi jutaan ton atau milyaran rupiah per tahun. Di sisi lain, peralatan yang digunakan oleh nelayan Pantai Menganti masih menggunakan perahu kecil dengan perlengkapan sederhana. Oleh karenanya, dibutuhkan suatu sistem yang dapat membantu nelayan untuk memantau cuaca maritim sehingga sebelum sampai di tengah laut, nelayan sudah dapat mengetahui prakiran cuaca, prakiraan tinggi gelombang, prakiraan sebaran hujan, dan prakiraan sebaran hujan. Tujuan dari kegiatan pengabdian masyarakat ini adalah instalasi dan sosialisasi sistem, serta pelatihan kepada personil terkait apabila terjadi error pada sistem. Sistem informasi yang telah dibangun, diinstal dalam satu perangkat komputer dan dipasang di Tempat Pelelangan Ikan, sehingga nelayan dapat dengan mudah mengakses informasi.
Analisis Tingkat Kesiapan Pengguna Sistem Informasi Koreksi Essay Otomatis Berbasis Web Menggunakan Model Technology Readiness Index (TRI) Rifki Adhitama; Aditya Wijayanto; Dwi Mustika Kusumawardani
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21456/vol11iss2pp161-167

Abstract

During the pandemic, the learning model directly impacts both students and teachers, especially in evaluating and correcting assignments to measure student learning. Evaluation and correction of the learning process at both the high school and high school and university levels are generally carried out multiple-choice examinations during this pandemic. Many tools can be used to carry out multiple-choice assessments. The essay assessment is usually done manually and takes a long time because the lecturer has to make corrections one by one. On the other hand, information retrieval is a concept that can be used to build an automatic essay correction information system so that the correction of essay questions can be done quickly and efficiently, as in multiple-choice works. The automatic essay correction information system is a relatively new technology, especially for its plural use in this pandemic. A new technology that will be applied in a plural manner requires a measurement. One of the measurements that can be used is the Technology Readiness Index (TRI). TRI is used because it can measure the readiness and tendency of users to implement an information system. The case study in this research was conducted at the Faculty of Informatics (FIF) Telkom Institute of Technology Purwokerto (ITTP). The TRI measurement of the automatic essay correction information system carried out at FIF produces a TRI of 3.27. This value is between 2.90 and 3.51 (2.90 ≤ TRI ≤ 3.51). Consisted of an optimism value of 1.01, and innovativeness value of 0.52, a discomfort value of 0.55, and an insecurity value of 1.19.
Fuzzy Tsukamoto-Based Detection of Ping of Death Attacks: Advancing Network Security with Precise Classification Muhammad Adam Hawari; Wahyu Adi Prabowo; Rifki Adhitama
Indonesian Journal of Artificial Intelligence and Data Mining Vol 6, No 2 (2023): September 2023
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v6i2.23858

Abstract

Internet services have the potential to be targeted by hackers using various DDoS (Distributed Denial of Service) attack techniques, including the ping of death attack. This attack involves multiple machines launching simultaneous attacks on the database server and File Transfer Protocol (FTP), resulting in severe consequences for computer networks. To effectively classify such attacks, the Fuzzy Tsukamoto method is employed, which represents each IF-THEN rule as a Fuzzy set with a corresponding membership function. Fuzzy logic offers great flexibility, tolerance for imprecise data, and the ability to model highly complex and nonlinear functions. By implementing this classification technique, it becomes easier to differentiate and analyze network traffic captured by Wireshark, enabling the detection of ping of death attacks against the server with maximum accuracy through the Fuzzy Tsukamoto method in the classification process.
Analisis Keamanan Sistem Informasi Website SMA Negeri 1 Sokaraja Menggunakan Metode Penetration Testing Execution Standard (PTES) Muhammad Nur Fikri; Bita Parga Zen; Rifki Adhitama; Eryan Ahmad Firdaus
Jurnal Informatika Vol 2 No 2 (2023): Jurnal Informatika
Publisher : LPPM Universitas Nias Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57094/ji.v2i2.1046

Abstract

Technological developments in the world continue to advance along with current developments. It is also in line with the development of the internet today, where users are increasingly increasing. That way, it will be very vulnerable to hacker attacks. An attack that is often used by hackers to break into a database using SQL Injection techniques. SQL Injection is a hacking technique used to enter or infiltrate a website's database system, which aims to find out the contents of the database and the information contained on the site. In this research, researchers used the Penetration Testing Execution Standard (PTES) method to analyze vulnerabilities and also penetrate the SMA Negeri 1 Sokaraja website. The Penetraton Testing Execution Standard (PTES) method has 7 stages. The results of the security analysis of the SMA Negeri 1 Sokaraja website, found 11 vulnerabilities which were successfully scanned using the OWASP ZAP tool. Of the 11 vulnerabilities that were successfully scanned, there was 1 vulnerability that had the highest risk. This vulnerability is found in SQL Injection attacks. In this study, researchers managed to enter the MySQL database system of the SMA Negeri 1 Sokaraja website using the SQL Injection attack technique. In the SMA Negeri 1 Sokaraja website database, researchers managed to find important data such as the SMA Negeri 1 Sokaraja website admin username and password.
Real-Time Object Detection For Wayang Punakawan Identification Using Deep Learning Afandi Nur Aziz Thohari; Rifki Adhitama
JURNAL INFOTEL Vol 11 No 4 (2019): November 2019
Publisher : LPPM INSTITUT TEKNOLOGI TELKOM PURWOKERTO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20895/infotel.v11i4.455

Abstract

Indonesia is a country that has a variety of cultures, one of which is wayang kulit. This typical javanese performance art must continue to be preserved so that to be known by future generations. There are many wayang figures in Indonesia, and the most famous is punakawan. Wayang punakawan consists of four character namely semar, gareng petruk, and bagong. To preserve wayang punakawan to be known by the next generation, then in this study created a system that is able to identify real-time punakawan object using deep learning technology. The method that used is Single Shot Multiple Detector (SSD) as one of the models of deep learning that has a good ability in classifying data with three-dimensional structures such as real-time video. SSD model with MobileNet layer can work in slight computation, so that it can be run in real-time system. To classify object there are two steps that must be done such as training process and testing process. Training process takes 28 hours with 100.000 steps of iteration.The result of training process is a model which used to identify object. Based on the test result obtained an accuracy to detect object was 98,86%. This prove that the system has been able to optimize object in real-time accurately.
Rancang Bangun Aplikasi E-Voting Pemilihan Ketua Pondok Pesantren Berbasis Web Menggunakan Metode Waterfall Angga Widwan Krismanto; Rifki Adhitama; Novian Adi Prasetyo
Jurnal Informatika: Jurnal Pengembangan IT Vol 7, No 2 (2022)
Publisher : Politeknik Harapan Bersama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30591/jpit.v7i2.3415

Abstract

Peneliti membuat sebuah penelitian tentang e-voting pemilihan ketua Pondok Pesantren Darussalam Dukuhwaluh-Purwokerto berbasis website bertujuan untuk mengalih fungsikan pemilihan manual menuju pemilihan dengan memanfaatkan sistem digital. Selain itu penelitian e-voting berbasis website ini bertujuan untuk mempermudah kinerja KPUP (Komisi Pemilihan Umum Pondok) dalam mengelola hasil suara pemilihan ketua Pondok Pesantren Darussalam Dukuhwaluh-Purwokerto. Dalam penelitian ini peneliti menggunakan tiga metode yang menjadi landasan dalam penulisan dan pengumpulan data, yaitu metode observasi, wawancara, dan Pustaka supaya hasil penelitian sesuai dengan kebutuhan yang diharapkan. Kemudian PHP merupakan bahasa pemrogamman yang digunakan dalam dalam penelitian ini, MySQL sebagai basis data dan Xampp untuk server web penelitian. Adapun pengujian sistem menggunakan teknik Black Box Testing, dari hasil pengujian yang sudah dilaksanakan bahwa Rancang Bangun Aplikasi E-Voting Berbasis Web (Studi Kasus: Pondok Pesantren Darussalam Dukuhwaluh-Purwokerto) patut digunakan dan dibutuhkan karena sesuai dengan fungsi yang ada pada pemilihan ketua Pondok Pesantren Darussalam Dukuhwaluh-Purwokerto. Output dari penelitan ini bisa di implementasikan pada pemilihan ketua Pondok Pesantren Darussalalam Dukuhwaluh-Purwokerto dengan pengesuaian sistem terlebih dahulu agar pihak yang bersangkutan mudah menggunakan sistem yang telah di teliti.
Desain Interaksi Website Edukasi Kekerasan Seksual di Era Digital Menggunakan Metode Design Sprint: Studi Kasus PPKS Institut Teknologi Telkom Purwokerto Alissyah Putri; Rifki Adhitama
El-Mujtama: Jurnal Pengabdian Masyarakat  Vol. 4 No. 3 (2024): El-Mujtama: Jurnal Pengabdian Masyarakat
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/elmujtama.v4i3.2436

Abstract

The Telkom Purwokerto Institute of Technology is one of the Private Higher Education Institutions in Indonesia. The Telkom Purwokerto Institute of Technology has three faculties and fifteen study programs. To support all campus activities, this university has various types of facilities. One of the campus facilities is the availability of sexual violence handling services on campus. In the implementation of this service, there are still problems that occur, so a task force team named PPKS (Prevention and Handling of Sexual Violence) was formed. Over time, the current service system wants to be further developed into a better system in the future. During the research, problems were found, especially in terms of information delivery media. Based on these problems, the researcher wants to perform interaction design for the PPKS ITTP task force team website using the Design Sprint method. There are 5 stages that will be implemented. Namely Mapping, Sketching, Decide, Prototype, and Validate. This research will produce a final prototype (prototype of the result) that can be used for the development of the PPKS ITTP website. The results of the final prototype are Home-B (91.7%), Profile-B (90.8%), Module-B (91.7%), Quiz-B (92.7%) and Complaint-B (91.7%).