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Analysis of public opinion on COVID-19 vaccine through social media using Naïve Bayes theory algorithm Aishiyah Saputri Laswi; Munir Yusuf; Ulvah Ulvah; Bungawati Bungawati
ILKOM Jurnal Ilmiah Vol 14, No 2 (2022)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v14i2.1127.160-168

Abstract

This study aims to analyze various public opinion on the Covid-19 vaccines that appear on social media pages, especially on Facebook and Twitter via # (hastag). The death rate caused by COVID-19 was so high which reached 144,227 people until 2022. The Indonesian government required vaccines for the community starting from children aged 6 years as an effort to prevent the spread of the Covid-19 virus. Unfortunately, the implementation of complete vaccines in Indonesia has only reached 51.3% of the mandatory vaccine population, which is 140 million out of 339 million people. The non-achievement of the target set by the government causes the need to conduct a sentiment analysis on vaccines in Indonesia through social media. Based on the sample data, from 1000 words obtained from 320 opinions there are positive and negative opinions. This data is then analyzed and processed to find out how many positive and negative responses occurred. The data was then processed into several stages to test the level of truth through training data and test data. The results of the data processing were tested using the Naïve Bayes algorithm which resulted in an accuracy value with a precession of 77.08% taken from 90 samples test data, recall with a percentage of 97.87% based on positive data which was predicted to be true with a positive opinion status from 47 samples of test data and 1 positive data status which is still predicted to be negative. Furthermore, the specific percentage value obtained was 65.30% of the 132 test data that are predicted to be true negative.
Training on the Implementation of Online Learning System Applications for Teachers at SMAN 4 Palopo Rosmiati Rosmiati*; Ulvah Ulvah
Riwayat: Educational Journal of History and Humanities Vol 6, No 2 (2023): Social and Religious Aspect in History, Economic Science and Law
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24815/jr.v6i2.30142

Abstract

Mastery of information technology is very important for a teacher in learning activities at school. One of the supporting factors for improving the quality of learning is mastering the skills of utilizing online learning system applications. The goal to be achieved in this activity is to transfer science and technology by conducting training activities on the application of online learning system applications for teachers at SMA Negeri 4 Palopo. The method of implementing training activities on the application of online learning system applications at SMA Negeri 4 Palopo is by applying lecture and practice methods. The stages are: teachers are given an understanding as well as an introduction to the online learning system application, provide training on the use of zoom, Classroom, and Quiziz applications to teachers, provide assistance for teachers in the context of implementing online learning system applications at school so that the learning process becomes quality. The results of the PKM program activities entitled "Training on the Application of Online Learning System Applications at SMA Negeri 4 Palopo" were able to improve teacher skills in using online learning system applications so as to improve the quality of learning at school. Based on the training program that has been carried out, it can be concluded that the implementation of the training went smoothly and received a positive response from the teacher as a very good trainee and has been skilled in using online learning system applications such as: Zoom, Classroom, and Quiziz.
The Application of Weighted Ranking Method Using Combination of ROC and CPI to Select Eligible Family for Keluarga Harapan Program Aids Laswi, Aishiyah Saputri; Ulvah, Ulvah; Dasril, Dasril
ILKOM Jurnal Ilmiah Vol 15, No 3 (2023)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v15i3.1614.465-472

Abstract

The Keluarga Harapan Program (KHP), a financial assistance, is a program launched by the government to deal with poverty in various regions of Indonesia by conducting direct surveys and collecting data on disadvantaged families in each region. However, the issue is that many recipients do not meet the appropriate criteria or are not categorized as recipients. The Composite Performance Index and Rank Centeroid algorithms are a solution in the selection process for the recipients for the KHP by carrying out the analysis and comparison stages of whether they are categorized as KM (Disadvantage Families) through several stages. The results obtained based on analysis for recipient selection with a minimum performance index coverage value of 70% can be categorized as eligible to receiv assistance. In this study, 50 KM data samples were taken with the highest assessment value 128.41. In the top tenth ranking of the highest score from the 50 data held indicated that they were truly entitled to receive PKH KM financial assistance. Before using this method, only around 40% was eligible recipients.
PkM Pemberdayaan Kelompok Rumah Madu Cendana Melalui Pemanfaatan Digital Marketing Patmaniar Patmaniar; Eka Pratiwi Tenriawaru; Ulvah Ulvah
Jurnal Abdimas Indonesia Vol. 4 No. 3 (2024): Juli-September 2024
Publisher : Perkumpulan Dosen Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53769/jai.v4i3.966

Abstract

Rumah Madu Cendana merupakan salah satu kelompok budidaya lebah yang ada di Desa Cendana Putih Kecamatan Mappedeceng Kabupaten Luwu Utara Provinsi Sulawesi Selatan. Rumah Madu Cendana membudidayakan lebah tidak bersengat yang disebut dengan trigon biroi sebanyak 20 stup. Budidaya lebah trigon biroi dilakukan di samping rumah salah satu anggota kelompok Rumah Madu Cendana. Hasil budidaya Rumah Madu Cendana berupa madu trigon biroi. Proses produksi madu trigon biroi dilakukan dengan cara tradisional dan sederhana, yaitu dengan memeras kantong madu. Program pengabdian kepada masyarakat merupakan implementasi hibah Direktorat Riset, Teknologi, dan Pengabdian kepada Masyarakat (DRTPM) tahun 2024 yang bertujuan untuk memberdayakan kelompok Rumah Madu Cendana untuk meningkatkan kualitas dan kuantitas produksi madu trigona biroi. Metode yang diterapakan dalam program Pengabdian Kepada Masyarakat ini bersifat partisipatori yaitu tim pengusul bersama mitra Rumah Madu Cendana terlibat secara proaktif dalam setiap kegiatan. Pelaksanaan program dilakukan dengan edukasi pengemasan produk dan pemasaran berbasis digital marketing. Hasil kegiatan menunjukkan bahwa kelompok Rumah Madu Cendana memberikan respon yang sangat positif. Selain itu, kelompok Rumah Madu Cendana juga mendapatkan pengetahuan tentang pengemasan yang menarik dan efisien serta mendapatkan pengetahuan tentang pentingnya pemasaran berbasis digital marketing.