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Implementation of web scraping on github task monitoring system Rolly Maulana Awangga; Syafrial Fachri Pane; Restiyana Dwi Astuti
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 17, No 1: February 2019
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v17i1.11613

Abstract

Evolution of information and technology increasingly sophisticated, also influential in the field of education. One of the implementation of information and technology development in the field of education is e-learning or electronic learning. GitHub social network can be one of the e-learning media in studying software development because GitHub provides access control The number of contributors who commits or change in a repository to make the duration of the calculation process to fill the parameter value that has been determined. Based on the issue, this research aims to build a page capable of integrating information from the GitHub repository page. Integration of information will be made by utilizing web scraping technology. With a web page that integrates information from the GitHub repository page to get repository, collaborators, commits, and issues information, the lecturer does not need to calculate how often the participant contributes to the task.
Dashboard settings design in SVARA using user-centred design method Muhammad Yusril Helmi Setyawan; Rolly Maulana Awangga; Rezka Afriyanti
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 17, No 2: April 2019
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v17i2.8762

Abstract

SVARA is the first Social Media audio application in Indonesia developed by PT. Zamrud Teknologi Khatulistiwa. At present, this application does not have feature settings to display content and other basic settings on the user's side. This situation results in users not having the role to manage the appearance of the dashboard according to their preferences. Settings are done entirely by administrators using scripts and must take APIs with regular PHP scripts. And this is very troublesome. So to give a role to the view of user management, the application needs to be made a dashboard setting feature as a follow-up. Through this paper, the researchers propose designing this dashboard feature using the User-Centered Design (UCD) method. The design results show that this method has a positive correlation with user involvement support in the application development process.
MILA: Low-cost BCI framework for acquiring EEG data with IoT Rolly Maulana Awangga; Syafrial Fachri Pane; Dzikri Ahmad Ghifari; Tri Angga Dio Simamora; Mochamad Yusuf Asyhari
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 18, No 2: April 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v18i2.14884

Abstract

The brain is a vital organ in the human body that acts as the center of the human nervous system. Brain-computer interface (BCI) uses electroencephalography (EEG) signals as information on brain activity. Hospitals usually use EEG as a diagnosis of brain disease. Combining EEG as part of IoT (Internet of Things) with high mobility is challenging research. This research tries to make a low-cost BCI framework for motorcycle riders. Analysis of brain activity from EEG data when motorcycle riders turn left or turn right. Therefore, the method of further installation must produce the right features to obtain precise and accurate brainwave characteristics from EEG signals. This research uses the concept of IoT with software engineering to recording human brain waves so that it becomes a practical device for the wearer. The purpose of this study is to create a low-cost BCI framework for obtaining EEG data.
A COMBINATION DEEP BELIEF NETWORKS AND SHALLOW CLASSIFIER FOR SLEEP STAGE CLASSIFICATION Intan Nurma Yulita; Rudi Rosadi; Sri Purwani; Rolly Maulana Awangga
Jurnal Ilmiah Kursor Vol 8 No 4 (2016)
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28961/kursor.v8i4.97

Abstract

In this research, it is proposed to use Deep Belief Networks (DBN) in shallow classifier for the automatic sleep stage classification. The automatic classification is required to minimize Polysomnography examination time because it needs more than two days for analysis manually. Thus the automatic mechanism is required. The Shallow classifier used in this research includes Naïve Bayes (NB), Bayesian Networks (BN), Decision Tree (DT), Support Vector Machines (SVM), and K-Nearest Neighbor (KNN). The results obtained that many methods of the shallow classifier are increasing precision, recall, and F-Measure if they use DBN output as input for classification. Experiments that have been done indicate a significant increase of Naive Bayes after being combined with DBN. The high-level features generated by DBN are proven to be useful in helping Naive Bayes' performance. On the other hand, the combination of KNN with DBN shows a decrease because high-level features of DBN make it harder to find neighbors that optimize the performance of KNN.
ANALISIS JEJARING SOSIAL UNTUK MANAJEMEN PENGELOLAAN PERBATASAN ANTARA NEGARA Ady Muzwardi; Adji Suradji Muhammad; Rolly Maulana Awangga; Arjuna Rizaldi
Jurnal Agregasi : Aksi Reformasi Government dalam Demokrasi Vol 8 No 2 (2020)
Publisher : Prodi Ilmu Pemerintahan FISIP Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/agregasi.v8i2.3231

Abstract

The Province of Riau Islands is one of the provinces that have borders with neighboring countries, thus became the window of Indonesia. Therefore, the management in border areas will be a barometer state management of border in Indonesia in general. The current government has formed border management agency between countries starting from central government, Province to District/City level since Riau Islands share a border with 4 (four) foreign countries. Therefore, proper inter-country border management is expected to run optimally. However, there are still various problems from illegal activities such as smuggling, piracy, illegal fishing/mining, drugs, terrorism, etc. These problems should be solved by Collaborative Governance approach between stakeholders involved in the management of border areas. To find out how the parties are then this research will analyze how the involvement between parties with Social Networking approach. Keywords: collaborative governance, social networking, border area, management, governance
Analisis Performa Algoritma Random Forest dan Naive Bayes Multinomial pada Dataset Ulasan Obat dan Ulasan Film Rolly Maulana Awangga; Nuha Hanifatul Khonsa'
InComTech : Jurnal Telekomunikasi dan Komputer Vol 12, No 1 (2022)
Publisher : Department of Electrical Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/incomtech.v12i1.14770

Abstract

Kemudahan akses informasi memberikan peluang pertukaran informasi antar individu maupun kelompok. Kemudahan akses tersebut memberikan dampak dengan munculnya banyak opini terhadap suatu produk atau topik terhangat. Data opini ulasan dapat diolah menjadi data informasi baru yang memiliki nilai lebih bagi perusahaan maupun pemanfaat data. Pengolahan data ulasan dapat dilakukan dengan menggunakan machine learning dengan algoritma klasifikasi untuk mendapatkan analisis sentimen terhadap produk tertentu. Dataset yang digunakan pada penelitian ini adalah datasetulasan obat dan ulasan film  untuk melakukan analisis sentimen dengan mengulas performansi algoritma Random Forestdengan menggunakan beberapa pohon keputusan yang sama yang disatukandan Naïve Bayes Multinomialmenggunakan perhitungan probabilitas pada tingkat akurasi dan waktu latih data. Dalam preprocessing untuk pengolahan data dan penyesuaian tipe data pada metode yang akan digunakan dengan menggunakan CountVectorizer untuk mengubah token kata menjadi vektor dan mengubah data fitur menjadi tipe array. Pembagian data latih dan uji dengan rasio 75:25. Dengan hasil akurasi data terbaik 0,57% dengan menggunakan algoritma Naïve Bayes Multinomial pada data ulasan film. dan latih waktu terlama pada algoritma Random Forestsehingga disarankan untuk dapat menggunakan Term Frequency-Inverse Document Frequency (TF-IDF)sebagai term pembobotan kata untuk mendapatkan hasil akurasi yang lebih baik pada penelitian selanjutnya.
SIREUBOH: KLASIFIKASI DATA LOKASI BARANG MENGGUNAKAN REGION OF INTEREST (ROI) DAN ALGORITMA RANSAC Syafrial Fachri Pane; Rolly Maulana Awangga; Maulyanda Az
Jurnal Tekno Insentif Vol 12 No 2 (2018): Jurnal Tekno Insentif
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah IV

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (396.503 KB) | DOI: 10.36787/jti.v12i2.98

Abstract

Abstrak - Perusahaan yang bergerak pada bidang logistik membutuhkan inovasi untuk meningkatkan daya saing dalam memberikan layanan terbaik mereka kepada konsumen, salah satunya pada Warehouse Management System (WMS) karena sistem tersebut masih kesulitan dalam mencocokkan data lokasi dengan sistem Logistics Execution System (LES) yang dipakai konsumen. sehingga pada bagian operation system management masih kesulitan dalam proses penempatan barang. Penelitian ini menggunakan algoritma RANSAC untuk mengukur keakuratan data lokasi barang pada proses penempatan barang yang sesuai, Region Of Interest (ROI) untuk memperkecil ruang lingkup data lokasi barang. Hasil analisis yang telah dilakukan dengan melakukan pencocokan data WMS dan LES didapatkan nilai persentase sebesar 87% untuk tingkat keakuratan data lokasi barang dengan mengolah 100 sample data lokasi barang yang dimiliki perusahaan. Hasil penelitian ini menunjukkan sangat bermanfaat karena dapat melakukan pencocokan data berdasarkan lokasi barang. Abstract - Companies that are engaged in logistics need innovation to improve competitiveness in providing their best services to consumers, one of which is the Warehouse Management System (WMS) because the system is still having difficulty matching location data with the Logistics Execution System (LES) system used by consumers. so that in the operation system management section there are still difficulties in the process of placing goods. This study uses the RANSAC algorithm to measure the accuracy of item location data in the process of placing the appropriate goods, Region of Interest (ROI) to reduce the scope of the location data of goods. The results of the analysis that have been done by matching WMS and LES data obtained a percentage value of 87% for the level of accuracy of the location data of goods by processing 100 samples of location data of goods owned by the company. The results of this study indicate that it is very useful because it can do data matching based on the location of the item.
IMPLEMENTASI ALGORITMA GENETIKA UNTUK OPTIMALISASI PELAYANAN KEPENDUDUKAN Syafrial Fachri Pane; Rolly Maulana Awangga; Esi Vidia Rahcmadani; Seta Permana
Jurnal Tekno Insentif Vol 13 No 2 (2019): Jurnal Tekno Insentif
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah IV

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (528.745 KB) | DOI: 10.36787/jti.v13i2.130

Abstract

Abstrak - Pelayanan merupakan deretan peristiwa yang terjadi dalam berinteraksi langsung kepada masyarakat disekeliling atau dengan alat secara fisik dan menyajikan fasilitas yang memuaskan untuk penduduk lebih tepatnya dalam proses pembuatan surat pengantar akta kelahiran, seperti penjadwalan tanggal yang terlalu lama setelah penduduk mendaftar. Pada pelayanan kependudukan membutuhkan inovasi terbaru untuk meningkatkan dalam memberikan pelayanan yang baik tepat dan cepat kepada masyarakat. Proses pelayanan pada pembuatan jadwal pengambilan surat pengantar akta kelahiran yang dicatat dengan proses manual belum bisa dibuat secara maksimal sehingga perlu adanya perbaikan konsep kegiatan yang dikelola secara maksimal melalui penggunaan aplikasi optimalisasi penjadwalan yang tersusun secara otomatis. Oleh karena itu, kebutuhan tentang optimalisasi penjadwalan menjadi penting dan pembuatan aplikasi pada pelayanan tersebut harus dibangun secara lebih lengkap dan meliputi ruang lingkup yang lebih luas. Penelitian ini bertujuan untuk mengimplementasikan penjadwalan pengambilan akta kelahiran menggunakan Algoritma Genetika, serta mendefinisikan Algoritma Genetika dalam proses penjadwalan. Algoritma Genetika yang terdiri dari definisi individu, inisialisasi chromosome, evaluasi chromosome, proses seleksi (crossover) dan proses mutase. Hasil dari algoritma genetika berupa tanggal dan bulan yang digunakan untuk pengambilan surat pengantar akta kelahiran berupa data penjadwalan yang tepat agar tidak terjadi keterlambatan. Hasil dari penelitian ini adalah berupa penjadwalan yang sudah terdapat waktu ruangan yang sudah tersusun lebih cepat dan akurat dari pada proses penjadwalan manual yang memakan waktu yang cukup lama sehingga menyulitkan petugas di catatan sipil serta menciptakan kinerja yang lebih maksimal dalam proses pemilihan dan pengolahan data terhadap aplikasi yang sudah dikelola sehingga menciptakan penjadwalan yang lebih terstruktur. Abstract - Service is a series of events that occur in interacting directly with the community around or with physical means and presenting satisfying facilities for residents more precisely in the process of making a birth certificate cover letter, such as scheduling dates that are too long after residents register. In population services, the latest innovations are needed to improve in providing good and fast service to the community. The service process in making schedules for taking birth certificates for birth certificates that are recorded with a manual process cannot be made to the maximum, so there needs to be an improvement in the concept of activities that are managed optimally through the use of automated scheduling optimization applications. Therefore, the need for optimizing scheduling is important and making applications for these services must be built more fully and cover a wider scope. This study aims to implement scheduling birth certificate using Genetic Algorithms, as well as defining Genetic Algorithms in the scheduling process. Genetic Algorithms which consist of individual definitions, chromosome initialization, chromosome evaluation, selection process (crossover) and mutase process. The results of the genetic algorithm in the form of dates and months are used to retrieve the birth certificate cover in the form of appropriate scheduling data so that there is no delay. The results of this study are in the form of scheduling where there is a time that has been arranged more quickly and accurately than the manual scheduling process which takes quite a long time, making it difficult for officers in the civil registry and creating maximum performance in the process of selecting and processing data on applications which have been managed so as to create more structured scheduling.
OVMP : OPERATIONAL VEHICLE MANAGEMENT APPLICATION USING EXTREME PROGRAMMING (XP) METHOD Rolly Maulana Awangga; Syafrial Fachri Pane; Cahya Kurniawan
Jurnal Tekno Insentif Vol 14 No 1 (2020): Jurnal Tekno Insentif
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah IV

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (685.01 KB) | DOI: 10.36787/jti.v14i1.169

Abstract

Abstrak - Manajemen layanan adalah fasilitasi untuk membantu melayani bidang yang dibutuhkan dalam segala hal yang diinginkan atau dibutuhkan. Penelitian ini bertujuan untuk mengetahui dan juga mengelola layanan dalam inventaris, peminjaman, pemeliharaan, dan pengelolaan pajak kendaraan operasional pada kantor LLDIKTI Wilayah IV. Dimana permasalahan yang terdapat pada kantor LLDIKTI Wilayah IV adalah pengelolaan kendaraan operasional yang masih dilakukan secara manual dalam pengelolaannya, serta pengelolaan pajak kendaraan operasional yang masih dilakukan manual juga. Penelitian ini menggunakan metode Extreme Programming (XP) di mana metode ini adalah metode pengembangan perangkat lunak yang cepat, efisien, tingkat risiko rendah, fleksibel dalam penggunaan, diprediksi dengan jelas dan terperinci. Dan metode Extreme Programming (XP) diterapkan dalam pembuatan aplikasi. Berdasarkan masalah yang ada, manajemen kendaraan operasional kurang efektif dalam implementasinya. dimana dalam pengelolaan kendaraan operasional harus melakukan pencatatan manual peminjaman pada divisi administrasi yang mengelola dan bertanggung jawab untuk mengelola kendaraan operasional dengan menulis di buku peminjaman, tentu saja, ini sangat tidak efisien dan membutuhkan waktu lama, kemudian mengenai pengelolaan pajak kendaraan yang dilakukan dengan cara manual atau pengecekan tanggal berlaku STNK pada STNK membuat tidak dapat terkontrol secara baik. Dengan pembuatan aplikasi mengenai layanan kendaraan operasional, tentu saja bertujuan untuk mengubah semua masalah menjadi keunggulan yaitu efisiensi dan efektivitas. Dalam aplikasi hanya perlu mengkonfirmasi peminjaman dan pengembalian dan pencatatan pemeliharaan dan pengelolaan pajak kendaraan operasional yang telah dimasukkan oleh sistem. Dimana dalam alurnya ketika memasukkan semua data yang diinginkan dapat dikelola secara singkat, cepat dan tepat. Abstract - Service management is a facilitation to help serve the required fields in everything that is desired or needed. This study aims to determine and also manage services in the inventory, lending, maintenance, and management of operational vehicle taxes at LLDIKTI Region IV offices. Where the problems in the LLDIKTI Region IV office are the management of operational vehicles which are still done manually in their management, as well as the management of operational vehicle taxes which are still carried out manually as well. This study uses the Extreme Programming (XP) method in which this method is a software development method that is fast, efficient, low-level risk, flexible in use, predicted clearly and in detail. And the Extreme Programming (XP) method is applied in making applications. Based on existing problems, operational vehicle management is less effective in its implementation. where in operational vehicle management must record lending manuals on the administrative division that manages and is responsible for managing operational vehicles by writing in the borrowing book, of course, this is very inefficient and takes a long time, then regarding vehicle tax management which is done manually or checking the STNK validity date on the STNK makes it unable to be controlled properly. By making applications regarding operational vehicle services, of course it aims to turn all problems into excellence namely efficiency and effectiveness. In the application only need to confirm the borrowing and return and record maintenance and management of operational vehicle taxes that have been entered by the system. Where in the flow when inputting data all the desired data can be managed briefly, quickly and precisely.
Cryptography: Perancangan Middleware Web Service Encryptor menggunakan Triple Key MD5. Base64, dan AES Maulyanda Az; Syafrial Fachri Pane; Rolly Maulana Awangga
Jurnal Tekno Insentif Vol 15 No 2 (2021): Jurnal Tekno Insentif
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah IV

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36787/jti.v15i1.497

Abstract

Penelitian ini membantu dalam melalukan proses Keamanan data atau informasi untuk menjamin kerahasiaan dan keaslian data atau informasi. Dalam perancangan ini menggunakan Kriptografi sebagai salah satu solusi dalam mengamankan data atau informasi. Metode kriptografi digunakan untuk mempersatukan algoritma Md5, Base64 serta AES (Advanced Encryption Standard). Kombinasi dari tiga algoritma menghasilkan ciphertext, yang dapat mengamankan data dari proses tag NFC. Penelitian ini menggunakan metodologi penelitian yang dapat menyatakan bahwa sistem yang dibangun dapat berfungsi dengan baik dan untuk keamanan nya aman digunakan, dari hasil penerapannya didapatkan hasil persentase keberhasilan 100%. Jadi, penelitian ini mampu menjawab permasalahan yang terjadi pada sistem keamanan data. Abstract This research helps in carrying out data or information security to ensure the confidentiality and authenticity of data or information. This design uses Cryptography as a solution in securing data or information. Cryptographic methods to unify the Md5, Base64, and AES (Advanced Encryption Standard) algorithms. The combination of the three algorithms produces ciphertext, which can secure data from the NFC tag process. This study uses a research methodology that can state that the system built can function correctly, and for security, it is safe to use because it has a 100% success percentage. So, this researchable to answer the problems that occur in the data security system.