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Implementasi Naïve Bayes Dalam Analisis Sentimen Masyarakat pada Twitter Terhadap Flash Sale Shopee Doni Winarso; Ilham Kurniawan
Computer Science and Information Technology Vol 4 No 1 (2023): 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.v4i1.4779

Abstract

Rumors spread among the public that there was fraud occurring during the ongoing flash sale Shopee process. In order to answer the problems found, this study aims to find out how the public feels about the flash sale activity. Data was taken using the Twitter API, and the tweets used started from January 2021–June 2021. As a result, there were 3,467 Twitter data points. After passing through the text preprocessing stage, the data becomes clean data, which amounts to 457. The research results obtained using the Nave Bayes Classifier method show the results of public opinion on Twitter with positive sentiment categories of 19.4%, negative sentiment categories of 43.1%, and neutral sentiment categories of 37.4%, with an accuracy rate of 98%.
Peningkatan Skill Web Programming Menggunakan Framework Laravel Bagi Siswa Jurusan RPL SMKN 7 Pekanbaru Doni Winarso; Edo Arribe; Rizka Hafsari; Setyawan Ardhi Wijaya; Syahril Syahril; Aryanto Aryanto; Risnal Diansyah; Wide Mulyana; Nurul Alifa Putri Muslim
Kontribusi: Jurnal Penelitian dan Pengabdian Kepada Masyarakat Vol. 4 No. 2 (2024): Mei 2024
Publisher : Cipta Media Harmoni

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53624/kontribusi.v4i2.368

Abstract

Web telah menjadi kebutuhan penting diera kehidupan modern saat ini. Hal tersebut mendorong lembaga pendidikan formal untuk mempersiapakan tenaga kerja terampil yang siap pakai. Salah satunya adalah Sekolah Menengah Kejuruan (SMK) Jurusan Rekayasa Perangkat Lunak(RPL). Tujuan kegiatan ini untuk meningkatkan keterampilan web programming menggunakan framework Laravel bagi siswa jurusan RPL di SMKN 7 Pekanbaru. Melibatkan 34 peserta, kegiatan dilakukan dengan memperkenalkan serta memberikan pelatihan praktis dalam penggunaan Laravel. Metode pelatihan yang digunakan mencakup pengenalan konsep dasar Laravel, pembuatan aplikasi web sederhana, dan penerapan praktik terbaik dalam pengembangan web. Evaluasi dilakukan melalui tes keterampilan dan penilaian hasil proyek yang telah dibuat oleh peserta. Hasil dari pengabdian ini menunjukkan peningkatan signifikan dalam pemahaman dan keterampilan siswa dalam penggunaan Laravel sebagai framework pengembangan web. Kesimpulannya, pengabdian ini berhasil memberikan kontribusi positif dalam meningkatkan kompetensi siswa RPL SMKN 7 Pekanbaru dalam bidang pemrograman web menggunakan framework Laravel.
PERANCANGAN SISTEM INFORMASI ABSENSI PADA CV JAYA MOBILINDO 2 Zaki Fuadi, Ahmad; Kusnandar, Rofiq; Winarso, Doni
JATI (Jurnal Mahasiswa Teknik Informatika) Vol. 8 No. 5 (2024): JATI Vol. 8 No. 5
Publisher : Institut Teknologi Nasional Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36040/jati.v8i5.10985

Abstract

Penerapan sistem komputerisasi tidak hanya mengubah metode kerja tradisional tetapi juga secara signifikan meningkatkan efektivitas dan efisiensi. Komputer dan perangkat lunak berkualitas tinggi yang dirancang untuk memenuhi kebutuhan spesifik telah terbukti memberikan manfaat nyata, seperti mengurangi kesalahan, mengatasi keterlambatan, mengoptimalkan aset perusahaan, dan meningkatkan produktivitas karyawan. Ketidakhadiran sistem absensi yang efektif di CV Jaya Mobilindo 2 telah menyebabkan masalah operasional, termasuk potensi kecurangan di antara karyawan. Untuk mengatasi masalah ini, sebuah sistem informasi absensi karyawan berbasis web dikembangkan dengan menggunakan metode Rapid Application Development (RAD). Sistem ini memungkinkan karyawan untuk dengan cepat dan akurat mencatat kehadiran mereka, serta menghasilkan laporan yang akurat tanpa perlu pencatatan manual. Desain sistem mencakup Use Case Diagram, Class Diagram, Activity Diagram, dan Sequence Diagram dengan dua aktor utama yaitu Admin dan Pegawai. Diharapkan, rancangan sistem ini dapat meningkatkan efisiensi operasional CV Jaya Mobilindo 2, mengurangi risiko kecurangan, dan menyediakan laporan yang lebih akurat.
Perancangan Sistem Informasi Peminjaman pada Perpustakaan SMKN 5 Pekanbaru Putra, Lindu Aji Dhiva; Windari, Hanisa Tri; Ningsih, Dwi Putri Wahyu; Rizal, Abid Muhammad; Hafiz, Muhammad; Winarso, Doni
TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi Vol 4 No 2 (2024): TAMIKA: Jurnal Tugas Akhir Manajemen Informatika & Komputerisasi Akuntansi
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/tamika.Vol4No2.pp214-221

Abstract

A website is now a destination for crucial information in the contemporary digital era. Among the necessary educational resources for any school or institution are libraries. Because knowledge and information can be readily found by students at the library. People believe that as technology advances, they can operate more productively and successfully. Converting an analog system to an electronic one is one of them. By using the website Libraries that have internet access can operate more effectively and efficiently in carrying out bookkeeping. In this research, a web-based information system was designed using the PHP (Hypertext Preprocessor) programming language. The linear sequential research method was chosen because it is very suitable for projects with clear needs and limited resources and time. By creating It is hoped that this approach will be able to solve a number of issues. the need to look for books and facilitate the distribution of book loans and report writing for the school administration. Based on the findings of the conducted research, the author incorporated the study's findings into the creation of an online library information system SMKN 5 Pekanbaru library. 
ANALISIS TINGKAT KEPUASAN PENGGUNA TERHADAP PENERAPAN LEARNING MANAGEMENT SYSTEM (LMS) UJIAN ONLINE MENGGUNAKAN METODE E-SERVQUAL Winarso, Doni; Rudy Asrianto; Irfan Al Rasyid
Jurnal Rekayasa Perangkat Lunak dan Sistem Informasi Vol. 2 No. 1 (2022)
Publisher : Department of Information System Muhammadiyah University of Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (272.846 KB) | DOI: 10.37859/seis.v2i1.3285

Abstract

Muhammadiyah Bangkinang High School. SMA Muhammadiyah Bangkinag is one of the schools under the Muhammadiyah organization. The Learning Management System (LMS) owned by this school is Muhammadiyah Online Learning (MOLA). The method used in this research is the Electronic Service Quality (E-Servqual) method. This e-Servqual method has seven dimensions, namely efficiency, reliability, responsiveness, privacy,fulfillment, compensation and contact. The purpose of this study was to determine how much influence the quality of the online MOLA exam LMS on user satisfaction. The sampling technique in this research is using random sampling technique. From the resultsof the F test as a whole, the calculated F value is 34,159 > F table 2,10, so it can be concluded that H1 is accepted which means that there is an effect of the E-Servqual variable (X) having a simultaneous (simultaneous) effect on the user satisfaction variable (Y). ). For the results of R square has a value of 0.727, this means that the effect of the E-Servqual variable together or simultaneously in explaining the dependent variable, namely the user satisfaction variable (Y) is 72%. Based on the results of data processing, it shows that the level of user satisfaction with the implementation of the Learning Management System (LMS) online exam according to students is not satisfactory because there are variables that have negative values.
PENERAPAN METODE RULE BASED REASONING DALAM SISTEM PAKAR DETEKSI DINI GANGGUAN KESEHATAN MENTAL PADA MAHASISWA Wahyuni, Dita; Winarso, Doni
Jurnal Rekayasa Perangkat Lunak dan Sistem Informasi Vol. 2 No. 2 (2022)
Publisher : Department of Information System Muhammadiyah University of Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (951.346 KB) | DOI: 10.37859/seis.v2i2.3991

Abstract

College students are a special group who are going through a critical transition period from adolescence to adulthood and are trying to adjust, maintain good grades, plan for the future, and be away from home, so they are at risk of developing Mental Emotional Disorders (GME) such as depression, anxiety, and other psychiatric comorbidities. Based on this, college students who feel indications of mental problems should immediately talk to a psychologist. But in general, the difficulties faced by college students when conducting consultations, for example, the lack of mental health facilities in their environment or on their campus, shy to do the consultation, and the consultation fees. Based on these problems, an early detection process using an expert system is needed to assist college students in recognizing their mental health disorders. The Rule-Based Reasoning method focuses on expert rules that are entered into the system. Based on expert system testing using the Rule-Based Reasoning method on 10 experimental cases, almost all system results are in accordance with the detection made by the expert. Based on this, it is hoped that this system will help detect mental health disorders experienced by college students.
Pemanfaatan Kahoot Sebagai Media Pembelajaran Interaktif Kepada Guru Sekolah Dasar Setiawan Ardi Wijaya; Winarso, Doni; Arribe, Edo; Hafsari, Rizka; Syahril; Aryanto; Diansyah, Risnal; Mulyana, Wide; BR Bangun, Elsi Titasari
JPM: Jurnal Pengabdian Masyarakat Vol. 5 No. 3 (2025): January 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/jpm.v5i3.2273

Abstract

In the rapidly evolving digital era, education in Indonesia faces new challenges and opportunities to enhance the quality of learning. Therefore, it is crucial for teachers to upgrade their knowledge of digital-based learning methods. One solution offered is the use of interactive learning methods. In this community service project, the interactive learning medium to be explored is Kahoot. This activity collaborates with SDN 011 Lenggadai Hilir and is scheduled to take place on Wednesday, August 14, 2024. The workshop aims to improve the understanding and skills of the teachers at SDN 011 Lenggadai Hilir in utilizing Kahoot as an interactive learning medium. Kahoot is a quiz-based platform capable of creating a fun and engaging learning atmosphere for students. The research method employed in this activity is Participatory Action Research (PAR), chosen because it involves active collaboration between researchers and participants to address real-world problems and create relevant solutions. This method consists of several stages: preparation, pre-test, training, post-test, and evaluation. A pre-test is conducted to measure participants' initial knowledge of using Kahoot, followed by training that includes material presentations and hands-on practice with Kahoot. A post-test is then conducted to assess the improvement in knowledge after the training. The results of the workshop showed a significant improvement in participants' understanding. The average post-test scores were higher than the pre-test scores, indicating an increase in participants' skills in using Kahoot. The workshop also received positive feedback from participants, who felt that Kahoot could enhance student engagement in learning. This training successfully enhanced the teachers' ability to use Kahoot and motivated them to actively incorporate technology into their teaching activities.
Penguatan Psikologis Penyandang Disabilitas melalui Pemberdayaan Komunitas: Studi pada Himpunan Disabilitas Muhammadiyah Winarso, Doni; Santoso; Mizan Asnawi; Saidul Amin; Hendri Sayuti
Jurnal Pengabdian UntukMu NegeRI Vol. 9 No. 1 (2025): Pengabdian Untuk Mu negeRI
Publisher : LPPM UMRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jpumri.v9i1.9029

Abstract

Program penguatan psikologis ini bertujuan untuk meningkatkan interaksi sosial peserta melalui metode interaktif dan dukungan emosional. Kegiatan ini melibatkan diskusi kelompok, dan simulasi sosial yang dirancang untuk membangun kepercayaan diri peserta dalam berkomunikasi. Selain itu, fasilitator dan peserta lainnya memberikan lingkungan yang suportif, sehingga peserta merasa lebih nyaman dalam mengekspresikan diri. Pelatihan pengelolaan emosi dan teknik komunikasi yang diberikan membantu peserta dalam memahami serta mengontrol emosi mereka, yang pada akhirnya meningkatkan kualitas interaksi sosial mereka. Hasil dari program ini menunjukkan adanya peningkatan dalam partisipasi aktif, keberanian dalam berbicara, serta keterlibatan peserta dalam kegiatan sosial. Keberlanjutan program serupa dan dukungan dari lingkungan sosial diperlukan agar dampak positif ini dapat bertahan dalam jangka panjang.
Digital Ekonomi dan Pemberdayaan Pengelolaan Keuangan Guna Meningkatkan Pelayanan dan Kemampuan Manajerial pada SMK Muhammadiyah 3 Pekanbaru Winarso, Doni; Edo Arribe; Muhammad Ahyaruddin
Jurnal Pengabdian UntukMu NegeRI Vol. 7 No. 2 (2023): Pengabdian Untuk Mu negeRI
Publisher : LPPM UMRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jpumri.v7i2.6015

Abstract

Sekolah Menengah Kejuruan (SMK) 3 Pekanbaru city is an educational institution under the Amal Usaha Muhammadi(AUM) which equips its students with vocational training and Al-Islam Kemuhammadiyahan values. The problems faced by partners are 1) Principals' difficulties in controlling budget use because financial management is still done manually so it can impact the decision-making process 2) Services to students are not yet supported by adequate technology and information systems. From several problems that exist with partners, So service is prioritized on financial issues. The solutions offered to partners in overcoming several problems include 1) Education and empowerment of school financial management in supporting financial services, 2) Digital economy to improve services and make it easier for managers to make policies. The main output of this service is increasing the management and financial service capabilities of partners and assisting managers, especially school principals, in making decisions based on real financial data based on appropriate technology in the form of a school financial management information system at SMK Muhammadiyah 3 Pekanbaru
Penerapan Algoritma K-Medoids Clustering untuk Pengelompokan Bulan Rawan Bencana Kabut Asap di Kota Pekanbaru M. Puja Alif Budiman; Winarso, Doni
JURNAL FASILKOM Vol. 14 No. 1 (2024): Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer)
Publisher : Unversitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jf.v14i1.6858

Abstract

Setiap tahun, Kabut Asap menjadi ancaman yang sering kali melanda Kota Pekanbaru. Sumber utama polutan Kabut Asap adalah Particulate Matter (PM10) yang berasal dari kebakaran hutan dan lahan. Meskipun Kabut Asap membawa dampak serius bagi kesehatan, kesadaran masyarakat tentang bulan-bulan rawan Kabut Asap di Kota Pekanbaru masih rendah. Ini menyebabkan ketidakwaspadaan yang berujung pada peningkatan kasus Infeksi Saluran Pernafasan Akut (ISPA) saat terjadi Kabut Asap. Oleh karena itu, studi ini bertujuan untuk mengidentifikasi bulan-bulan rawan Kabut Asap di Kota Pekanbaru dengan menggunakan algoritma K-Medoids Clustering, dengan harapan agar masyarakat menjadi lebih waspada dan menjaga kesehatan saat bulan-bulan tersebut tiba. Analisis dilakukan berdasarkan data Indeks Standar Pencemar Udara (ISPU) dan data iklim Kota Pekanbaru dari tahun 2015 hingga 2019. Dari 1.021 data yang tersedia, dilakukan pengelompokan menjadi 5 klaster. Hasil penelitian menunjukkan bahwa klaster 3, 4, dan 5 yang mencakup bulan Agustus, September, dan Oktober, diidentifikasi sebagai bulan-bulan rawan Kabut Asap di Kota Pekanbaru. Validitas hasil klaster dievaluasi menggunakan uji Silhouette Coefficient, dengan nilai 0,638 yang termasuk dalam kategori Medium Structure, yang mengindikasikan struktur data klaster terbentuk dengan baik.