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…
This final project discusses of the Leslie matrix to estimate the population growth rate of women in Riau Province. This research uses a quantitative method with secondary data obtained from the Riau Province Central Bureau of Statistics for the years 2015–2020, consisting of data on the female population and birth rates. The Leslie matrix is constructed based on age structure, fertility …
This final project discusses a family of iteration methods using weight functions to solve nonlinear equations. Certain weight functions are chosen to obtain some existing methods and a new iteration methods as a special case. Analytically, this family of iteration methods has a convergent order of five with an efficiency index of 1.495. Computational tests show that the new methods in this fam…
The advancement of information technology has significantly impacted the workflow of various institutions, including archival management. The Information and Communication Division (Infokom) of BBPOM Pekanbaru still employs a manual method for managing archives and relies on physical storage in filing cabinets. This approach presents several challenges, such as difficulty in retrieving document…
The Riau Provincial DPRD is a legislative institution that functions as legislation, supervision and budget. The Riau Provincial DPRD plays an active role in making regional regulations, discussing regional revenue and expenditure budgets, and supervising the implementation of regional regulations and the APBD. Currently, the Secretariat of the Riau Provincial DPRD Office in carrying out admini…
This research develops a web-based letter archiving information system with a case study at the BPJS Kesehatan Payakumbuh Branch. The main objective of this study is to reduce the accumulation of physical documents by digitizing letter archives, and to improve the efficiency and effectiveness of archive processing. The methodology used is the Waterfall model, starting from requirements analysis…
Rainfall is one of the important parameters in climate analysis, natural resource management, and disaster mitigation. In Riau Province, rainfall data owned by BMKG so far is still presented in the form of tables and static reports, so it is less effective to be analyzed spatially by general users. This research aims to build a Web-Based Rainfall Map Information System at the Riau Province BMKG…
The Administrative Court (PTUN) plays a crucial role in handling administrative disputes between citizens and the government. One of the key aspects supporting PTUN's operational efficiency is the daily court session reporting. However, the manual reporting system still in use has several limitations, such as potential recording errors, delays in report distribution, and difficulties in real-ti…
Monitoring of processed frozen chicken products is a crucial aspect in ensuring food safety for the public. In Pekanbaru, the increasing consumption of frozen food demands a more efficient and integrated monitoring system. This study aims to design and develop a web-based information system to assist BPOM (National Agency of Drug and Food Control) in monitoring the inspection process of frozen …
Advancements in information technology are driving companies to enhance efficiency in data management, including in the field of human resources. PT Kreasijaya Adhikarya previously relied on manual reporting processes using physical documents, which led to various issues such as delays, inaccurate records, and difficulties in data access. Therefore, the development of a more modern, structured,…
An effective and efficient outpatient registration system is a crucial element in improving the quality of healthcare services. However, many healthcare facilities still rely on manual processes, which often lead to long queues, service delays, and disorganized patient data management. This study aims to develop a web-based outpatient information system focused on patient registration and docum…
White jabon fruit (Anthocephalus cadamba Miq.) has the potential to be used as a biosorbent because it contains cellulose, whose adsorption capacity can be enhanced through activation. Activation in this study used NaOH and was combined with humic compounds from peat water, such as humic acid, which is expected to increase the surface area and multiply the active sites on the biosorbent. This s…
The white jabon fruit (Anthocephalus cadamba Miq.) combined with humic acid extracted from peat water, is believed to hold potential as a biosorbent capable of removing various dyes, including Safranin O. This fruit was selected due to its relatively high cellulose content, making it suitable for biosorption applications. The aim of this study is to determine the adsorption capacity and efficie…