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All Journal Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Teknika Jurnal CoreIT Jurnal Informatika Ekonomi Bisnis Jurnal Ilmu Komputer Jurnal Computer Science and Information Technology (CoSciTech) Jurnal Pendidikan dan Teknologi Indonesia Bulletin of Computer Science Research Jurnal Informatika Ekonomi Bisnis SATIN - Sains dan Teknologi Informasi

Muhammad Affandes, Muhammad

UIN Suska Riau

Author-ID : 492940

Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering

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Aplikasi Kurikulum 2013 berbasis Web dan Android Pizaini, Pizaini; Affandes, Muhammad; Khonofi, Khoidir; Syarifuddin, Syarifuddin; Saputra, Kana
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 7, No 2 (2021): Desember 2021
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

To facilitate the assessment and application of Curriculum 2013 (K13) for schools, students and teachers need an application system that can be accessed via the web and mobile. This study builds applications with K13 standards in education units. This application can be accessed through web and mobile applications with centralized data based on the Application Programming Interface (API). This application was built with the interaction between teachers, students, parents with the method of system design, implementation and testing. The application is equipped with Telegram API-based notifications to inform parents and students of grades. This application runs well on web and mobile-based with a response of 84.7% of users stating that they strongly agree with the application's features.

Academic Information Service Chatbot Using HMM and AIML Affandes, Muhammad; Pizaini, Pizaini
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 8, No 2 (2022): December 2022
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

UIN Suska Riau campus led to an escalation amount of data and information that must be maintained, such as academic information. UIN Suska Riau is responsible for managing and providing academic information to students and other academic communities. We can ask the Customer Care Center (C3) in Academic System or come directly to the PTIPD UIN Suska Riau office for academic questions. There still has limitations to serving existing questions submitted through C3 because officers can only serve during working hours both online and offline. Chatbots can be used to support the work of C3 officers in serving the questions asked. This system is built based on Named Entity Recognition (NER) using Artificial Intelligence Markup Language (AIML). We perform NER analysis using HMM. This study uses the contents of the academic manual as a base knowledge with 150 categories of questions and 30 answers that produce an accuracy of 55%.

Clustering Data Polutan Udara Kota Pekanbaru dengan Menggunakan Metode K-Means Clustering Yazid, Fathuddin; Affandes, Muhammad
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 3, No 2 (2017): Desember 2017
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

Pencemaran udara adalah salah satu permasalahan yang selalu mengganggu kesehatan lingkungan, seperti kabut asap yang belakangan ini terjadi setiap tahunnya di wilayah Kota Pekanbaru yang mengganggu kesehatan manusia bahkan sampai menelan korban jiwa. Untuk itu diterapkan ilmu dari data mining dengan metode K-means clustering yang dapat mengelompokkan polutan pencemar udara. Pengelompokan cluster dilakukan dengan beberapa kali pengujian dengan jumlah cluster berbeda dan juga dengan pengolahan data yang berbeda sebagai perbandingan untuk mencari hasil yang optimal. Setelah kelompok polutan dari 5 cluster di urutkan berdasarkan kadar polutan yang terkandung dapat disimpulkan bahwa polutan mengalami kenaikan antara bulan Juni dan Juli kemudian turun kembali pada bulan Oktober dan November sehingga diharapkan masyarakat lebih waspada pada rentang bulan-bulan tersebut untuk mencegah efek negatif dari polutan udara seperti ispa dan gangguan pernapasan lainnya bahkan dapat menyebabkan kematian.Kata kunci – Clustering, Data mining, K-means, Polutan udara

Klasifikasi Keluhan Menggunakan Metode Support Vector Machine (SVM) Pada Akun Facebook Group iRaise Helpdesk Fatmawati, Fatmawati; Affandes, Muhammad
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 3, No 1 (2017): Juni 2017
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

Abstrak – Facebook Group iRaise Helpdesk merupakan salah satu layanan media sosial yang digunakan pihak PTIPD UIN Suska Riau sebagai layanan pelanggan (customer services) sistem akademik. Mengingat sistem akademik baru mengalami peralihan yang sebelumnya bernama SIMAK menjadi iRaise, sehingga masih ada permasalahan yang ditimbulkan, dan menjadi keluhan bagi penggunanya. Untuk pengolahan data keluhan, pihak PTIPD masih menggunakan proses manual dengan menggunakan microsoft word dan excel. Sehingga pada penelitian ini akan dilakukan pengklasifikasian permasalahan sistem iRaise pada kategori multiclass yaitu: login, krs, nilai dan personal. Dengan menggunakan metode Support Vector Machine (SVM) dengan kernel RBF. Jumlah dataset sebanyak 1040 data keluhan. Pengujian dilakukan menggunakan aplikasi RapidMiner dan diuji dengan menggunakan 10-Fold cross validation dan diukur dengan confussion matrix. Dari hasil uji coba aplikasi menunjukkan akurasi tertinggi sebesar 95.67% pengujian tanpa menggunakan feature selection pada titik C=2 dan .Kata Kunci : confussion matrix, cross validation, iraise, keluhan, klasifikasi, rapidminer, support vector machine.

Implementation of Telegram Chatbot as Information Service of Madani Hospital Pekanbaru hariansyah, Aldi; Haerani, Elin; Novriyanto, Novriyanto; Affandes, Muhammad
Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Vol 11 No 3 (2023): Vol. 11, No. 3, December 2023
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Udayana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JIM.2023.v11.i03.p05

very institution or organization aims to create a positive image through information services. In Indonesia, many hospitals provide information through telephone or official websites. However, Madani Hospital in Pekanbaru requires improvement. This research developed a registration chatbot on Telegram, making it easier for patients to make doctor appointments, view schedules, and access important information. Telegram was chosen for being lightweight, fast, and popular. The research involved literature surveys, problem identification, literature review, and data collection. The results were used to design the chatbot flow. The system was developed using Sommerville's Waterfall method, covering requirement definition, design, implementation, testing, integration, operation, and improvement. User Acceptability Testing is a key stage in implementation. User Acceptability Testing questionnaires were distributed to 20 prospective patients with various questions. The chatbot implementation used the Python API for Telegram and a MySQL database, with Black Box testing covering patient access, registration, functions, admin authentication, create update read delete admin, and error handling. The results of User Acceptability Testing showed an accuracy achievement of 77.8%, which means it is Very Good.

Perancangan VUI Pada Aplikasi Layanan Berita Kompas ID dengan Metode Human Centered Tri Prastio Nugroho; Mai Candra, Reski; Insani, Fitri; Iskandar, Iwan; Affandes, Muhammad
Computer Science and Information Technology Vol 5 No 1 (2024): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v5i1.6864

Digital news has become an important breakthrough in current information development, replacing printed newspapers which are increasingly less popular in Indonesia. However, the majority of digital news readers, especially on Kompas.id, are elderly, who may face difficulties in using modern technology. This raises the question of whether sophisticated digital news products are enough to address issues of accessibility and convenience for seniors. This research aims to present innovative solutions by utilizing technology Voice User Interface (VUI) to help elderly and young digital news users. MethodHuman-Centered Design (HCD) was used in this study. Result ofUsability Testing (UT) on the prototype shows that users gave a positive assessment with a total score of 91.3, a high level of satisfaction. This became the basis for continuing development of this prototype.

Penerapan Merger Retriever pada Question Answering System Hadits Saputra, Rozi; Harahap, Nazaruddin Safaat; Novriyanto; Affandes, Muhammad
SATIN - Sains dan Teknologi Informasi Vol 10 No 1 (2024): SATIN - Sains dan Teknologi Informasi
Publisher : STMIK Amik Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33372/stn.v10i1.1117

In today's digital world, information technology has had a significant impact on various aspects of life, including the study and exploration of Hadiths. This research aims to develop a Hadith question answering system that enables users to obtain quick and accurate answers to Hadith-related questions. By utilizing LangChain and Gemini-pro models, and implementing the merger retriever method, this system provides an innovative solution for searching Hadiths from the nine main books (kutubut tis’ah). LangChain and Gemini-pro ensure that the generated answers are not only relevant but also accurate, utilizing Large Language Model (LLM) technology. Additionally, the implementation of the merger retriever enhances the system's performance in finding the most suitable answers from various Hadith sources simultaneously. This research involves a series of stages ranging from collecting Hadith data, system analysis and design, implementation, to system testing. The test results show that the Hadith question answering system can produce relevant and accurate answers, with expert Hadith respondents evaluating the quality of answers averaging 88.5% satisfaction with the "Strongly Agree" rating interval, and LangChain evaluator scoring averaging 91% within the "Strongly Agree" category interval. This emphasizes the significant potential of applying information technology in the study of Hadiths, and opens opportunities for further development in this field. This research is expected to make a significant contribution to the ease of access to accurate and fast Hadith information for the Muslim community.

Desain UI/UX Aplikasi Manajemen Keuangan Pribadi Menggunakan Metode User Centered Design (UCD) Prameswari, Putri; Mai Candra, Reski; Affandes, Muhammad; Oktavia, Lola
Jurnal Pendidikan dan Teknologi Indonesia Vol 5 No 1 (2025): JPTI - Januari 2025
Publisher : CV Infinite Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jpti.567

Peningkatan penggunaan smartphone di Indonesia mencapai 358,8 juta perangkat pada tahun 2023 telah mengubah cara masyarakat dalam melakukan berbagai aktivitas, termasuk transaksi keuangan seperti e-banking, e-commerce, dan e-learning. Meskipun kemudahan ini membawa banyak manfaat, tantangan baru juga muncul, salah satunya adalah perilaku konsumtif yang semakin meningkat, yang diperparah oleh rendahnya literasi keuangan di Indonesia, yang hanya mencapai 38,08% menurut Survei Nasional Literasi dan Inklusi Keuangan (SNLIK) pada tahun 2019. Untuk mengatasi permasalahan ini, penelitian ini bertujuan merancang desain aplikasi manajemen keuangan yang dapat mendorong pengelolaan keuangan yang lebih baik. Metode yang digunakan dalam penelitian ini adalah User Centered Design (UCD), yang berfokus pada kebutuhan dan kenyamanan pengguna dalam proses perancangan aplikasi. Hasil penelitian menunjukkan bahwa pengujian desain UI/UX aplikasi menggunakan System Usability Scale (SUS) memperoleh skor sebesar 86, yang mengindikasikan penerimaan yang sangat baik dari pengguna. Temuan ini menyatakan bahwa penerapan metode UCD dalam merancang aplikasi manajemen keuangan terbukti efektif dalam meningkatkan kepuasan dan pengalaman pengguna, serta memberikan kontribusi positif terhadap pengelolaan keuangan pribadi.

Perancangan UI/UX Aplikasi Zaafer Mobile Menggunakan Metode Design Thinking Ardelia, Adinda Abidah; Irsyad, Muhammad; Chandra, Reski Mai; Affandes, Muhammad
Jurnal Informatika Ekonomi Bisnis Vol. 7, No. 2 (June 2025)
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/infeb.v7i2.1197

Zaafer is a company specializing in slim-fit men’s Muslim attire, operating an official e-commerce site at www.zaaferindonesia.id. After interviewing ten users who had previously shopped on the Zaafer website, we found that they did not receive real-time notifications and felt more comfortable shopping via an Android app rather than through the website. This insight motivated the design of a mobile-based Zaafer application to enhance the user experience. The relationship between user interface interactions and UX is a critical factor in application design. This study aims to design the UI/UX of the Zaafer mobile application using the Design Thinking methodology, which comprises five stages: empathize, define, ideate, prototype, and testing. Prototype testing of the Zaafer mobile app using the Single Ease Question method yielded a score of 6.33 out of 7, indicating a good rating. Based on these results, we conclude that the UI/UX design of the Zaafer mobile application is well accepted by users.

GRID CARD: MODEL OTENTIKASI UNTUK MENCEGAH PENCURIAN DATA OTENTIKASI Affandes, Muhammad
Jurnal Ilmu Komputer Vol 3 No 1 (2014): Jurnal Ilmu Komputer
Publisher : STMIK Hang Tuah Pekanbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33060/JIK/2014/Vol3.Iss1.28

Ancaman terhadap pencurian data otentikasi sebuah akun merupakan ancaman yang berkelanjutan. Faktor penyebab utama seringkali datang dari faktor manusia sebagai pengguna sistem tersebut. Sehingga dengan memanfaatkan kekurangan pengetahuan tentang teknologi, pelaku memperdaya pengguna lain untuk memberikan data otentikasinya tanpa mereka sadari. Salah satunya adalah penggunaan data pribadi seperti tanggal lahir sebagai password atau PIN kartu ATM mereka yang memudahkan orang lain untuk menebak. Banyak penelitian yang membahas dari segi keamanan sistem otentikasinya menggunakan hardware based authentication. Disamping cara ini sangat efektif, namun membutuhkan biaya dalam implementasinya. Penelitian ini memberikan pengenalan tentang mekanisme non-hardware based authentication yang sama efektifnya dengan biaya yang sangat murah.

Co-Authors Ardelia, Adinda Abidah Chandra, Reski Mai Elin Haerani Fatmawati Fatmawati Fitri Insani Harahap, Nazaruddin Safaat hariansyah, Aldi Iwan Iskandar Jasril Jasril Kana Saputra S Khonofi, Khoidir Mai Candra, Reski Mar'arif, Muhammad Mulky Muhammad Irsyad Nazruddin Safaat Nazruddin Safaat H Novri Rahman Novriyanto Novriyanto Novriyanto Oktavia, Lola Pizaini Pizaini Pizaini, Pizaini Prameswari, Putri Reski Mai Candra Saputra, Rozi Syarifuddin Syarifuddin Tania, Windy Tri Prastio Nugroho Yazid, Fathuddin

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