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Deep Learning for Multi-Aspect Sentiment Analysis of TikTok App using the RNN-LSTM Method Wahyudi, Diki; Sibaroni, Yuliant
Building of Informatics, Technology and Science (BITS) Vol 4 No 1 (2022): June 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (574.398 KB) | DOI: 10.47065/bits.v4i1.1665

Abstract

Applications built expressly for consumers to communicate online are known as social media apps. Social media applications are utilized for enjoyment as well as for interacting. For Android users, applications may be found in the Google Play Store, while for iOS users, they can be found in the Apple App Store. The site offers a collection that is a big resource-rich in thoughts, opinions, and feelings, notably on Google Playstore. Each user's review has an aspect value. Due to a large number of reviews, sentiment analysis is tough. The author proposes to do an Aspect-Based Sentiment Analysis (ABSA) utilizing TikTok app reviews on the Google Play Store in this paper. Currently, there are 65.2 million active users of the Tik Tok program, including 8.5 million users from Indonesia, there are still a few studies that use the TikTok application dataset. In this study, sentiment classification is carried out on each aspect that has been determined, namely, aspects of features, business, and content, the method used is deep learning Recurrent Neural Network with the Long Short-Term Memory (RNN – LSTM) model and the addition of word embedding BERT. The results showed that the classification of sentiment in the business aspect showed the highest score, namely 0.94, the sentiment classification in the aspect received an accuracy of 0.91 while the feature aspect got the lowest accuracy, which was 0.85.
STRATEGI PENINGKATAN DAYA TARIK DI DESTINASI TANJUNG BIAS DESA SENTELUK KECAMATAN BATU LAYAR KABUPATEN LOMBOK BARAT salsabila, elvira hilwa; Astuti, Puja; Ashari, Widya Karisma; Ouktafia, Famira; Wahyudi, Diki; Jailani, Muhammad Aprian; Zitri, Ilham
Jurnal Paradigma Vol 12, No 2 (2023)
Publisher : Magister Administrasi Publik FISIP Universitas Mulawarman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/jp.v12i2.13449

Abstract

Tanjung Bias Beach is one of the beaches in Kenteluk Village, Kec. Batu Layar, West Lombok Regency, the existence of Tanjung Bias Beach has had a big influence on the economy around the Tanjung Bias Beach tourism object. During the Covid-19 Pandemic, tourist visits and local community income decreased drastically. Seeing the development of tourism, there is a need for a good strategy to develop potential energy. tourist attractions on Tanjung Bias Beach. This research uses a qualitative descriptive method, namely describing and analyzing phenomena, events, social conditions, attitudes, perceptions or thoughts of a person individually or in groups and using SWOT analysis, because this research is directed at solving various problems such as opportunities, strengths, weaknesses and threats that exist at the Tanjung Bias Beach tourist attraction. SWOT analysis is the systematic identification of factors for developing strategies. The SWOT analysis compares the external factors Opportunities (opportunities) and Threats (threats) with internal strength factors (strengths) and weaknesses (weaknesses). The Village Government together with the BUMDes Management in Senteluk Village, Batu Layar District, West Lombok Regency are reorganizing and looking for a solution. So that the tourism sector at Tanjung Bias Beach continues to run and develop as it should, one of the ways is by promoting on social media. Media is one of the information links between the government and the community, including information regarding various developments in the tourism sector. Promotional activities by introducing various tourism potentials to introduce tourism products and their uniqueness to tourists and providing understanding and education for local communities and through potential events to introduce Tanjung Bias Beach. Based on the results of interviews, internal factors consist of strengths and weaknesses. These strengths are beautiful natural panoramas, horse attractions, close to the city center and have adequate security, have culinary delights. Weaknesses are parking fees and fraud, road conditions are not good, it is not yet a major tourist destination and not many people know about access and external factors consist of opportunities and threats. These opportunities are creative industries from the community and the existence of various culinary businesses. Meanwhile, the threat is competition between tourist attractions.
Pelatihan Pembuatan Kue dari Sorgum sebagai Soft Skils di Madrasah Aliyah Mambaul Ulum, Bengkulu Tengah Nurjanah, Uswatun; Setyowati, Nanik; Zaulajad, Amudasub; Wahyudi, Diki; Mardhotillah, Nimas
Kumawula: Jurnal Pengabdian Kepada Masyarakat Vol 7, No 2 (2024): Kumawula: Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Padjadjaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24198/kumawula.v7i2.50482

Abstract

Madrasah Aliyah Mambaul Ulum terletak di Kecamatan Pondok Kubang, Bengkulu Tengah. Sebagian besar (66%) siswa didik di sekolah ini adalah perempuan. Penghasilan dari orang tua didik hampir seluruhnya tergolong miskin. Oleh karena itu perlu dilakukan pembinaan berupa softskill yang dapat diaplikasikan ketika mereka lulus sekolah dan tidak mampu melanjutkan ke jenjang yang lebih tinggi. Pengabdian pada masyarakat ini dilaksanakan mulai bulan Agustus sampai September 2023. Kegiatan pengabdian kepada masyarakat berbasis pembinaan dilakukan dengan 4 tahap pelaksanaan sebagai berikut : 1) Persiapan, 2) Sosialisasi dan edukasi, 3) Praktik, dan 4) Evaluasi. Kegiatan ini bertujuan untuk memberikan informasi, memotivasi, dan meningkatkan pengetahuan masyarakat tentang manfaat dan keunggulan dari olahan sorgum. Hasil pengabdian masyarakat berupa produk olahan biji dan tepung sorgum. Olahan biji sorgum berupa: nasi dan bubur manis; sedangkan olahan tepung sorgum berupa: puding sorgum, kue kering, dan cupcake kukus. Pemahaman peserta mengenai nilai gizi dan manfaat tepung sorgum meningkat 80% setelah mengikuti kegiatan dibandingkan dengan sebelum mengikuti kegiatan. Ketrampilan peserta mengolah biji dan tepung sorgum meningkat 85% setelah mengikuti kegiatan dibandingkan dengan sebelum mengikuti kegiatan.       
Perencanaan Perawatan Mesin Serut Dengan Metode Reliability Centered Maintenance (RCM) Di CV. Andri Mebel Serang Rahmatullah, Asep; Budiharjo, Budiharjo; Wahyudi, Diki
Jurnal Teknik Juara Aktif Global Optimis Vol. 2 No. 2 (2022): December
Publisher : STTI Bontang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53620/jtg.v2i2.95

Abstract

One of the production factors that must be optimized for its use is the production machine. The machine used in production activities must be able to operate optimally, operation is said to be optimal if the downteme value is minimum. To ensure optimal engine operation, a proper machine maintenance system is needed. One of the problems faced by CV. Andri Mabel Serang is a shaving machine malfunction that eventually hampers the production process. The purpose of this study is to reduce downtime and find out the maintenance system and maintenance policy in reducing maintenance costs on the machine. The analysis used in this study is to use reliability analysis and for its completion using the RCM (Reliability Centered Maintenance) method. The results of calculations from reliability are known to an average of 87% which means machine maintenance in cv. Andri Mabel Serang is still below the world standard class (≥90%). From the RCM analysis, it is known that the maintenance cost is Rp. 116,447. Meanwhile, the corrective fee is as low as Rp. 590,000. Based on the smallest value of the RCM analysis, the company should carry out shaving machine maintenance every 5 months. After filling in the FMEA worksheet table of one of the components of the shaver machine, it can be found that the machine that was damaged was the shaver. The component of the drawstring machine that was damaged was the eyelet component. This component functions as a wood scraper
Utilization of Multitemporal Landsat Images for Analysis Urban Heat Island Based on Google Earth Engine in Cimahi City Fahmi, Syahrial; Wahyudi, Diki; Putra, Rayana Estu
Jurnal Planologi Vol 21, No 1 (2024): April 2024
Publisher : Universitas Islam Sultan Agung Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30659/jpsa.v21i1.32304

Abstract

Cimahi City is physically part of the Bandung-Cimahi core city conurbation of the system of cities in the Bandung City Basin Region so has high development activity. This condition causes an increase in the surface temperature of Cimahi City, especially in the downtown area and triggers the Urban heat island phenomenon. This research was conducted to map multi temporal spatial changes in the vegetation index (MSAVI) and land surface temperature (LST) in Cimahi City in 2015, 2019 and 2023 and to analyze their relationship to the phenomenon and the widespread distribution of urban heat island using Landsat 8 imagery by integrating cloud techniques. computing Google Earth Engine. The results of surface temperature (LST) were correlated with vegetation density (MSAVI) using a simple regression test to determine how much influence changes in vegetation density had on surface temperature (LST). The distribution of urban heat islands was obtained from the classification of LST processing with urban heat island threshold values. The results showed that there was an increase in the distribution area of the urban heat island phenomenon with a total area of urban heat island increasing by 1319.94 Ha in 2015, 3389.04 Ha in 2019, and 3634.04 Ha in 2023. The areas that are dominated by urban impacts The heat island occurred in South Cimahi District with an area affected of 1440.43 Ha.
INTERNATIONAL CLASS PROGRAM IN PERSPECTIVE OF HUMANISM PHILOSOPHY Mujamil, Mohamad; Wahyudi, Diki; Endang Fauziati; Sigit Haryanto; Agus Supriyoko
PROFICIO Vol. 5 No. 1 (2024): PROFICIO: Jurnal Abdimas FKIP UTP
Publisher : FKIP UNIVERSITAS TUNAS PEMBANGUNAN SURAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jpf.v5i1.3257

Abstract

Langkah penguatan dinamika pendidikan Indonesia terus mengalami pergerakan. Pergerakan di dunia pendidikan seiring sejalan dengan perkembangan manusia dan perkembangan zaman. Perkembangan zaman tidak jauh dari perkembangan teknologi di dalamnya. Tujuan penelitian ini adalah untuk mendeskripsikan International Class Program dalam perspektif filsafat humanisme. Metode penelitian ini mengeksplorasi kepustakaan dengan melihat aliran filsafat humanistik dalam International Class Program. Teknik dokumentasi pengumpulan data yang dilakukan yaitu pengumpulan data dari buku-buku dan artikel dan jurnal yang berkaitan dengan berbagai karya penelitian. Hasil penelitian menunjukkan bahwa International Class Program sangat berkorelasi dengan teori filsafat humanistik yang mendukung perkembangan keunikan individu, pengembangan kepribadian peserta didik, dan interaksi sosial yang saling terkoneksi dengan harmonis. International Class Program menitikberatkan pembelajaran bahasa asing sebagai cara untuk hidup di era globalisasi dan siap menjadi warga dunia yang bersosialisasi dengan orang lain. Proses pendidikan sangat ditekankan untuk mewujudkan individu menjadi manusiawi, mewujudkan hubungan sosial, dan harmonis pada kehidupan bermasyarakat di seluruh dunia.