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All Journal JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Abdimas Talenta : Jurnal Pengabdian Kepada Masyarakat Jurnal Elektro dan Telkomunikasi Abdimas Universal INCODING: Journal of Informatics and Computer Science Engineering
Lubis, Fahrurrozi
Universitas Sumatera Utara
Agriculture, Biological Sciences & Forestry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Social Sciences

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Analysis Of Deep Learning Architecture In Classifying SNI Masks Fauzan Nurahmadi; Fahrurrozi Lubis; Pauzi Ibrahim Nainggolan
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol 5, No 2 (2022): Issues January 2022
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v5i2.6341

Abstract

In preparing for the new normal for COVID-19, every government agency, school and university will be required to comply with new regulations by the government, in which the government will oblige everyone who does activities outside the home to wear masks and practice physical distancing. This is one of the new habits that the government will familiarize with starting in 2020. Due to the ease with which the Covid-19 virus spreads. So the selection of a good mask is recommended good mask, namely a mask that follows the recommendations of the WHO at least 3 layers. The purpose of this study was to classify the types of SNI and non-SNI masks so that the presence of this SNI mask cluster monitoring system could improve security at locations that apply the use of masks and the masks used can function effectively to prevent the spread and spread of Covid-19, classification of research models it uses the InceptionV3, Resnet50, InceptionV2, AlexNet and DenseNet architectures. The results of trials that have been carried out by the InceptionV3 architecture have the most optimal accuracy with loss values of 3.4889 and 0.9894 (98.94%).
ENHANCE CONTROLLING TEXT INFORMATION TECHNICAL BASED ON ARDUINO UNO ATMEGA 2560 Fahrurrozi lubis
Jurnal Elektro dan Telkomunikasi Vol 7 No `1 (2020): Jurnal Teknik Elektro dan Telkomunikasi
Publisher : UNIVERSITAS PEMBANGUNAN PANCA BUDI

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Running Text is an alternative information media its be used by the public because of affordable price and attractive appearance. Along with the times, to change the information in the current text can be done in various ways one of them online (internet). But the results of previous studies still leave a problem, namely the number of characters that can be stored is only 30 characters with a duration of change of 15 seconds and can only display the characters perfectly as many as 5 repetitions for subsequent running text will be an error. Based on the problems mentioned above, the purpose of this study is to design text that runs online that can store up to more than 50 characters and find out the cause of errors that occurred in previous studies. In this paper used in the demonstration application of the results of trials that have been carried out is known that the text running online designed this study can accommodate more than 60 characters and errors that occur in the text running the previous study because the capacity of the Arduino uno 328 RAM is not suitable for operation The text goes online.
Pemetaan Kebersihan dan Perilaku Aman Pangan (PEKA-PANGAN) Sebagai Upaya Peningkatan Derajat Kesehatan Masyarakat Tanjung Beringin Amelia, Sri; Lubis, Nenni Dwi Aprianti; Lubis, Fahrurrozi; Delyuzar, Delyuzar
Abdimas Universal Vol. 7 No. 1 (2025): April
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Balikpapan (LPPM UNIBA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36277/abdimasuniversal.v7i1.526

Abstract

Food safety is a global issue that directly affects a person's health. Foods that are unsafe to consume will cause various diseases from diarrhea to cancer. Around 420,000 people die every year from food poisoning. Various measures to prevent food poisoning must be taken from an early age, such as washing hands before and during food processing, preventing cross contamination, cooking food thoroughly and so on. Various measures to prevent food poisoning must be taken from an early age, such as washing hands before and during food processing, preventing cross contamination, cooking food thoroughly and so on. This community service was carried out in Pekan Tanjung Beringin Village with the aim of knowing food safety in the area. Service activities are carried out through five stages, namely socialization, data collection, data analysis and mapping, counseling and focus group discussions, and cross-sectoral outreach. From the results of data collection and analysis, policies are created that aim to improve the level of public health, especially in terms of food safety. A total of 15 hamlets with 398 participants were included in this service activity. In general, hamlets 1-15 are considered good in terms of food processing. There are certain points that must be improved together by the community, the Community Health Center, and the local government in assisting proper and safe food processing in the Tanjung Beringin area.
Aspect Based Sentiment Analysis on Hotel Reviews Using Gated Recurrent Unit Lubis, Fahrurrozi; Sitompul, Dhea Novianty
INCODING: Journal of Informatics and Computer Science Engineering Vol 5, No 1 (2025): INCODING APRIL
Publisher : Mahesa Research Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34007/incoding.v5i1.710

Abstract

The rapid growth of online platforms has enabled users to share their experiences about various products and services, including hotels. Hotel reviews are crucial in understanding customer perceptions and preferences in the tourism sector. Tiket.com, a web and mobile-based online travel agent, allows users to book hotels and submit reviews, which can be positive, negative, or neutral. These reviews provide valuable insights into the strengths and weaknesses of hotel services and can serve as evaluation material for improvements. This study extracts meaningful information from user reviews through an aspect-based sentiment analysis approach. It categorizes sentiments into specific aspects such as price, cleanliness, service, location, and facilities, ensuring the feedback is more structured and actionable. The research utilizes a Gated Recurrent Unit (GRU) model combined with fastText word embedding to analyze sentiment. A dataset of 6512 hotel reviews was collected through web scraping. The resulting model achieved an accuracy of 91%, evaluated using a confusion matrix. The approach enhances understanding of customer satisfaction by presenting sentiments based on targeted service aspects, making the analysis more concise and relevant for hotel management.
Utilization of Information Technology as a Marketing Medium for Agricultural Products at BUMDes Liang Muda STM Hulu Deli Serdang Efendi, Syahril; Elveny, Marischa; Lubis, Fahrurrozi; Nurahmadi, Fauzan; Jaya, Ivan
ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat Vol. 8 No. 1 (2023): ABDIMAS TALENTA: Jurnal Pengabdian Kepada Masyarakat
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32734/abdimastalenta.v8i1.8580

Abstract

The use of ICT has penetrated into various sectors including in the field of government at the village level, both in village information management as well as village-owned businesses in the form of Badan Usaha Milik Desa (BUMDes). Efforts to run BUMDes in a professional manner have not been carried out properly due to limited human resources in managing BUMDes especially the use of ICT in efforts to increase BUMDes income. This is experienced by BUMDes Liang Muda Village. The method of implementing community service activities consists of problem analysis, website analysis and development, website testing, socialization and training on website use, evaluation and exchange of opinions. The community service team facilitates the creation of village websites and provides assistance to village officials in managing and utilizing it for information dissemination and village promotion. The existence of a village website for the needs of BUMDes can facilitate the dissemination of information in the village so that it can be known by the wider community. Development of a website follow the development of the situation can be carried out in the future to support the BUMDes of Liang Muda Village so that it can be used to help the village community's economy.
Co-Authors Delyuzar, Delyuzar Efendi, Syahril Fauzan Nurahmadi Fauzan Nurahmadi Jaya, Ivan Lubis, Nenni Dwi Aprianti Marischa Elveny, Marischa Nainggolan, Pauzi Ibrahim Sitompul, Dhea Novianty Sri Amelia, Sri