ABSTRACT Feminacare, a women's health consultation application with a chatbot, previously used the LSTM model which had an accuracy of 61% but often gave less relevant responses. This research proposes the use of SeaLLM model with Retrieval-Augmented Generation (RAG) approach to improve the accuracy of the chatbot. Based on three trials in the evaluation of 120 questions, the chatbot obtained …
ABSTRACT State Senior High School 2 Siak Kecil is a senior high school located in Bengkalis Regency, Riau Province. The academic assessment process at this school still relies on manual methods, where subject teachers record students' grades in notebooks. This process is time-consuming, prone to human error, and inefficient in final grade recapitulation and report card preparation. Therefore, …
ABSTRACK In today's digital era, companies are leveraging data with data mining techniques to uncover patterns and important information. This study produces two data mining methods, Apriori and FP-Growth, for drug purchasing pattern analysis. Although FP-Growth is often more efficient, Apriori can provide competitive results in small datasets. Purchasing pattern analysis has strategic value f…
ABSTRACT This Research on Improving Internet Access Reveals New Challenges in Maintaining Content Consistent with Moral, Social, and Religious Values, Especially in Educational Environments this research aims to analyze and implement access restrictions to websites containing Lesbian, Gay, Bisexual, and Transgender (LGBT) content using the raw firewall method on a MikroTik router at SMP Negeri…
ABSTRACT This study aims to implement a Virtual Private Network (VPN) using Wireguard as a security solution on the Sahabat Net network in Perawang City. Sahabat Net, an RT/RW Net business, provides internet services with connections between users around Perawang, but currently does not have adequate network security. The use of Wireguard VPN is expected to provide better data security with pr…
ABSTRACT Travel Booking System is designed to solve the problems faced in the travel booking transaction process. This system is designed to provide real-time departure schedule information, facilitate access and booking process, facilitate data recapitulation, and minimize errors in recording passenger data, which were previously a major challenge in travel booking operations at BMP Group Tra…
ABSTRACT An increase in occupational diseases, particularly Carpal Tunnel Syndrome, is increasingly occurring in workers who perform repetitive movements and prolonged hand use. Although the prevalence of carpal tunnel syndrome in the world is quite high, the related data in Indonesia is still unclear, indicating low public awareness of this disease. For this reason, a web-based expert system …
ABSTRACT Network security is a crucial aspect of protecting data and systems from external threats. Port knocking is one method used to enhance security by hiding network ports from unauthorized access and only opening them after receiving the correct sequence of "knocks." This study aims to analyze the effectiveness of the port knocking method in mitigating threats such as port scanning and b…
The rapid development of technology today provides convenience for humans in various fields, namely information, communication, business, and especially in the field of education. One technology that supports the education sector is Augmented Reality (AR). Science learning, one of which is the solar system, is learning that is difficult for some people to understand, because the learning media …
Personal computers (PCs) are essential in daily life for personal, work, and entertainment purposes. In Indonesia, computer usage reached 18.24% in 2021, with the highest distribution in DKI Jakarta. Many users choose desktop PCs for high-performance needs or long-term work, with the option of purchasing pre-built systems or assembling components themselves. Although assembling a PC offers flex…
The Public Works and Spatial Planning Office (PUPR) of Pekanbaru City, particularly the Water Resources Division (SDA), faces challenges in flood management due to a lack of effective data management systems related to housing, flood points, and river basins. The absence of adequate Geographic Information Systems (GIS) and digital archiving makes flood management suboptimal, potentially worseni…
Izdihaar Laptop is one of the laptop stores operating around Riau University. Izdihaar Laptop accepts the sale and purchase of laptops, as well as providing laptop repair services for various damages. The service at Izdihaar Laptop is currently done manually. Regarding service progress, customers have difficulty obtaining information about the progress of their service, and because the service …
Pekanbaru City, Riau Province, offers a wide variety of traditional souvenirs, including goods and foods, which are highly sought after by visitors, both tourists and business travelers. However, limited time and lack of information often hinder consumers from finding and purchasing these souvenirs. On the other hand, Micro, Small, and Medium Enterprises (MSMEs) engaged in the souvenir industry…
The Department of Electrical Engineering at the University of Riau has developed the SITEI UNRI KP/Skripsi system. This system allows students to register for their internships (KP) and thesis (skripsi) online. Although the system has facilitated student processes, several limitations still need to be addressed to enhance efficiency and accuracy. Automation helps reduce administrative burdens, …
This study focuses on bandwidth management using the Peer Connection Queue (PCQ) method with Queue Tree at PT. Globalriau Data Solusi. In today's digital era, optimal internet service quality is crucial, especially for internet service providers (ISPs) striving to meet customer needs and satisfaction. This research aims to measure and analyze Quality of Service (QoS) parameters such as Throughp…
The Zaid bin Thabit Mosque is one of the mosques in Pekanbaru. Management of information in the mosque is carried out by the mosque administrator. However, the problem currently being faced is that there is no application that can manage information well, so information for the congregation is still not managed well and neatly. By creating a mosque information management application, it will be…
With the advancement of science and technology, teachers are expected to become more intelligent and creative in delivering learning materials. One of the topics often taught is the structure and function of plants, where students typically refer to pictures in books. However, the images in books are often not detailed enough, making it difficult for students to understand. Based on interviews …
Biology learning at SMA N 2 Pangkalan Kuras often requires practical sessions for certain learning topics. However, the lack of a dedicated laboratory room and practical tools has resulted in the cancellation of practical learning sessions. One topic that requires high visualization is cell division. This research aims to design and develop an Android application based on Augmented Reality (AR)…
Modern life often presents security challenges, both in villages and crowded and densely populated neighborhoods. Quoted from Databoks Data Publish, the Police reported 137,419 crime cases during the January-April 2023 period. The number increased by 30.7% compared to January-April last year amounting to 105,133. The majority of crimes occurred at night between 6 p.m. and 9:59 p.m. Equ…
SD 001's student data management is still ineffective, as the school still employs conventional methods and has not adopted a mobile-based application system. Similarly, reporting student grades and activities, as well as attendance records to parents, is also inefficient. Parents only learn about these matters if students inform them. If students forget or fail to notify their parents about th…