Increased industrial, transportation, and other anthropogenic activities have led to high emissions of air pollutants that have a significant impact on public health and the environment, especially in big cities such as Pekanbaru. This study implements the K-Means++ algorithm in clustering air pollutants in Pekanbaru City to obtain information on important patterns of the clusters formed. The d…
Electricity demand continues to increase every year, necessitating a reliable prediction system to support effective energy planning and management. This study aims to predict customer electricity demand, particularly in the residential sector in Duri City, using the Artificial Neural Network (ANN) method with the Backpropagation algorithm, and to determine the accuracy of this method in predic…
Liberica coffee (Coffea liberica) is a type of coffee that can be grown in peatland and is resistant to disease. The Ministry of Agriculture has introduced two superior varieties of Liberica coffee: Liberoid Meranti 1 (Lim 1) and Liberoid Meranti 2 (Lim 2). Currently, Lim 1 and Lim 2 can only be distinguished when the plants are two years old based on fruit size. Therefore, a DNA-based identifi…
Rainfall is an important factor in climate analysis and environmental planning, especially in Pekanbaru City which has variable rainfall patterns. This research aims to predict rainfall using the Long Short Term Memory (LSTM) and Isolation Forest methods. The data used to predict rainfall in the Long Short Term Memory model is 3,640 and the data used to detect anomalies in Isolation Forest is 7…
Academic information systems are one of the information technologies that are very much needed to support academic activities in higher education. To produce a quality information system, it is necessary to evaluate the quality of use. This study uses ISO/IEC 25010:2011 as a quality model and ISO/IEC 25022:2016 as a measurement standard. Quantitative methods are carried out in the measurement p…
The palm oil industry is a strategic sector in Indonesia's economy with a major contribution to state revenue. However, the industry still faces challenges, one of which is oil losses during the threshing process because the loose fruits are not separated from the bunches. These losses have the potential to cause economic losses. To overcome these problems, research was conducted to estimate oi…
The Indonesian Sign Language System (SIBI) is the official sign language used by the deaf in Indonesia for communication. The lack of knowledge about sign language makes it difficult to establish communication between the deaf and the general public. This research aims to facilitate communication between the deaf and the general public, or vice versa, by utilizing deep learning technology in ar…
The pharmacy installation is one of the vital parts of the service at Rumah Sakit Daerah Madani Pekanbaru. In pharmacy installation, the record of drug sales is solely done by using excel and there is no system that can predict drug inventory management based on information from those records. The management of drug inventory must be carried out optimally to prevent shortages or stockouts that …
The rapid growth of the population can pose various challenges in managing civil administration, including public policy planning. Therefore, an effective data analysis method is needed to cluster the population based on age. This study aims to implement the K-Medoids method in the clustering process of the population based on age at the Office of Population and Civil Registration of Riau Provi…
In this digitalization era, strategic planning of information systems is an important requirement for organizations, one of which is the Badan Pengawas Obat dan Makanan (BPOM) which is a state institution responsible for overseeing the circulation of food, drugs, and cosmetics in Indonesia so that in carrying out its duties BPOM has technical implementation units spread throughout all regions i…
Education is one of the important elements in human resource development, but economic limitations are the main obstacle for many individuals to continue their education to a higher level. Scholarships are present as a solution to overcome this problem, providing opportunities for potential students who are financially disadvantaged. This study aims to design and implement a Decision Support Sy…
Information systems and technology are tools for companies to make work easier. However, the use of information systems and technology poses risks from internal and external aspects that can disrupt company goals if they are not used competently and according to guidelines. One of them is that the implementation of the MySSC system often creates problems that pose risks, which can hamper the pe…
PT. Perkebunan Nusantara (PTPN) IV Regional III is an agribusiness company focused on palm oil processing in Riau Province. Each Palm Oil Mill (POM) implements a Fresh Fruit Bunch (FFB) sorting process to maintain the quality of incoming FFB, including PKS Tandun (TAN). Weather factors (temperature, rainfall, and humidity) influence FFB ripeness, necessitating data clustering analysis to unders…
Actors MSMEs are faced with various challenges that affect business success, the number of MSMEs and increasingly tight competition encourage MSME actors to be able to compete. Government efforts in providing guidance through incubation programs. However, the large number of MSMEs makes it difficult for the government to make decisions, so a DSS is needed that can provide recommendations in mak…
Mass transportation plays an important role in community mobility in Indonesia. Therefore, predicting the level of use of mass transportation is crucial in planning and policy making. This study aims to forecast the number of mass transportation users in Indonesia using the Autoregressive Integrated Moving Average (ARIMA) method. The results of this study show that the ARIMA (1,1,0) model on ai…
The Department of Environmental and Sanitation (DLHK) of Pekanbaru City is responsible for environmental management and sanitation in the Pekanbaru City area. Although DLHK Pekanbaru has an information system to support its business processes, its implementation is not yet optimal. The main issues include a lack of integration with all business processes, and low user adoption. This study aims …
The Pharmacy Installation at Tampan Psychiatric Hospital, Riau Province, plays an essential role in ensuring the availability of safe, effective, and timely medications for both inpatient and outpatient services. However, the implementation of electronic prescription services in this installation faces significant challenges, including limited human resources and the risk of human error, which …
In the current digital era, rural communities increasingly require digitalization to support various activities, particularly in communication and access to information. Rimba Makmur Village, located in Tapung Hulu Subdistrict, Kampar Regency, still relies on conventional communication methods that are less effective, such as verbal communication, paper-based leaflets, and limited social media …
The importance of collecting data on the number of active participants and new family planning participants means that BKKBN needs to predict and record the number of active participants and new family planning participants in the future. The aim of the research is to predict the number of active participants and new family planning participants using the Weighted Moving Average method. Weighte…
The Ministry of Religious Affairs of Kampar Regency in Riau Province is a religious office in one of the regencies in Riau Province, specifically in Kampar Regency. The strategic planning of IT/IS using the Ward and Peppard method aims to improve the competitiveness of the Ministry of Religious Affairs of Kampar Regency in Riau Province to enhance the quality of its future services. This study …