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HENGKI TAMANDO SIHOTANG
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Jurnal Mantik
Published by Institute of Computer Science
ISSN : -     EISSN : 26854236     DOI : -
Core Subject : Economy, Science, Education,
Computer Science & IT Economics, Econometrics & Finance Languange, Linguistic, Communication & Media
Jurnal Mantik (Manajemen, Teknologi Informatika dan Komunikasi) is a scientific journal in information systems/informati containing the scientific literature on studies of pure and applied research in information systems/information technology,Comptuer Science and management science and public review of the development of theory, method and applied sciences related to the subject. Jurnal Mantik Penusa is published by Institute of Computer Science (IOCS). Editors invite researchers, practitioners, and students to write scientific developments in fields related to information systems/information technology,Comptuer Science and management science). Jurnal Mantik is issued 4 (FOUR) times a year.
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Articles 2,110 Documents
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Investigating deep learning approach for automated software requirement classification Gregorius Airlangga
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4466

Abstract

Requirement engineering has a critical role in software development. Various techniques have been invented to improve requirements quality. Recently, natural language processing (NLP) has drawn attention to the software engineering community, due to its capacity for automated requirements elicitation which accelerates software development. However, NLP through machine learning approaches has been discovered to be ineffective, caused by the variability in natural language, unbalanced dataset, heavy preprocessing tasks, and issues in hyperparameter tuning. A deep learning approach on the other hand has been found to handle enormous dataset without sophisticated preprocessing task and to improve classification quality for unstructured data such as images and text. This paper investigates how automated software requirements classification can be improved and how well deep learning approaches work. We aim to contribute an approach to minimize preprocessing requirements to improve classification accuracy from OpenScience tera-PROMISE repository. We also compare our approach with several techniques that have been previously tested.  We find that our technique may improve the performance of an existing classification method. Finally, we present significant differences in the performance of approaches, such as for the sub-classification of nonfunctional requirements.
Enhancing road safety: machine learning-based driver drowsiness detection Ari Sellyana; Juni S Juni S
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4468

Abstract

Cars are a means of land transportation commonly used by humans. With cars, human activities can become more efficient and save time, especially when traveling. When driving a car, drivers must have a high level of focus and must obey the rules and prioritize safety when driving. A traffic accident is an unexpected and unintentional event involving vehicles or road users. The negative impacts of traffic accidents such as material loss, illness and death can affect the level of public health, vehicle factors and environmental factors. Of the several factors that cause accidents above, accidents are caused by humans. Accidents that occur are greatly influenced by the condition of the vehicle driver. Driver fatigue shows that sleepy drivers are the cause of road accidents. This research will develop a machine learning model to detect drowsiness in car drivers. The model will detect the driver's eyelid image and yawn condition. The data used is driver images which are collected and then processed using machine learning. The results of the study provide an overview of the level of drowsiness of car drivers.
The influence of profitability, liquidity, leverage, and company growth on corporate social responsibility disclosure Sinta Dwi Febriyanti; Wida Purwidianti; Hengky Widhiandono; Alfalisyado Alfalisyado
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4469

Abstract

The influence of profitability (X1), liquidity (X2), leverage (X3), and company growth (X4) on Corporate Social Responsibility Disclosure (Y) is the aim of this research. This study uses a quantitative approach. This research involved 118 non-cyclical consumer companies on the Indonesia Stock Exchange in 2020–2022. The number of samples is 34 companies, and the total data is 102. The research results show that the variables leverage (X3) and company growth (X4) influence the Disclosure of Corporate Social Obligations (Y). On the other hand, the profitability (X1) and liquidity (X2) variables do not affect the Corporate Social Responsibility Disclosure (X4). The influence of variable X on Y is 7.1%, seen from the Adjusted R2 value, while other variables influence the rest
The influence of digital competence and employee performance on the quality of electronic services Elli Marlina; Rima Elya Dasuki; Ucu Nurwati
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4474

Abstract

This research aims to determine the influence of digital competence and employee performance on the quality of electronic services at the Unpad FISIP Library by students as service users. This research uses a quantitative approach and descriptive analysis methods. The population in this research is all FISIP Unpad students who use the electronic services of the FISIP Unpad Library in 2022-2023 with a population of 1,355 people and a sample of 100 people. The sample size sampling technique in this study used a nonprobability sampling technique with quota sampling rules. The data collection technique in this research uses a questionnaire with a Likert scale measurement. The analysis in this research uses classical assumption tests, multiple regression analysis, coefficient of determination analysis, and partial or simultaneous hypothesis testing. The results of the research show that the digital competence and performance of the Unpad FISIP Library librarian employees are rated as very high or very qualified, while the quality of the Unpad FISIP Library's electronic services is rated as high/qualified. The results of partial hypothesis testing show that digital competence and employee performance have a positive and significant effect on the quality of electronic services. The results of simultaneous hypothesis testing show that digital competence and employee performance have a positive and significant effect on the quality of electronic services
Tanjung enim tourism map website based on geographic information system using leaflet javascript Putra Putra; Astrid Fadhilah
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4476

Abstract

Tanjung Enim is one of the villages in Lawang Kidul sub-district, Muara Enim Regency, including a geographical area with cross-provincial coverage that has potential tourism resources and tourist attractions. However, the large potential of tourist attractions in Tanjung Enim is not matched by the development of sufficient geographic information system technology. So not many tourists and the general public know about potential tourist attractions. Geographic Information Systems in the form of websites are designed to search for tourist locations and guide tourists to their destination. WebGIS creation using the Leaflet Javascript Library and Open Street Map for map digitization, HTML5, and CSS3 programming languages. The result of this research is the development of a WebGIS which contains 10 tourist attractions with tourist attraction categories, namely natural tourism, artificial tourism, cultural tourism, and culinary tourism. This WebGIS displays information on tourist destinations, history, product details, and presents information interactively to users. The results of functional testing on desktop and mobile devices show that the percentage of system feasibility is 100% with a very good rating
Designing an adaptive modular management system for data security in Multi-UAV by using a pattern language approach Gregorius Airlangga
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4481

Abstract

In the rapidly evolving landscape of Unmanned Aerial Vehicle (UAV) technology, the dynamic and unpredictable nature of operational environments presents substantial challenges for data security systems. This research introduces a novel software pattern design tailored for enhancing data security in online UAV operations within such environments. Inspired by the principles of the Pattern Language of Program Community (PLOP), this study proposes a comprehensive design pattern focused on modularity, adaptability, and scalability. The proposed design intricately combines various software patterns, forming a unified framework that addresses key aspects of UAV data security operations, including real-time adaptability, environmental responsiveness, and efficient resource management. The architecture of this framework integrates behavioral, structural, and creational patterns, meticulously selected to bolster the UAVs’ decision-making capabilities, data handling, and dynamic adaptation in response to changing environmental and operational conditions. Theoretical analysis and conceptual evaluations underpin this research, favoring a detailed theoretical exploration over empirical experimentation. This approach allows for an in-depth examination of the design’s potential and applicability in the context of UAV data security. The research contributes to the UAV field by offering a structured and standardized methodology, laying a robust theoretical foundation for future empirical studies and practical implementations. The goal is to significantly enhance the security, efficiency, and safety of UAV operations in dynamic and challenging environments, setting a new benchmark for data security solutions in the realm of UAV technology.
Analysis and development of sipemas: community complaint applications using the rapid application development method Eugenius Kau Suni; Denny Jean Cross Sihombing
Jurnal Mantik Vol. 7 No. 3 (2023): November: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i3.4484

Abstract

This research investigates the implementation of the Rapid Application Development (RAD) method for creating the "Sipemas" public complaint application to enhance user engagement and government responsiveness. Through comprehensive surveys and direct interactions with "Sipemas" users, the study demonstrates the efficacy of the RAD approach in designing and developing an application that aligns with user expectations and needs. The research findings highlight the positive user response to critical features such as mobile-based complaint submission and real-time status tracking, indicating the significance of accessibility and transparency in public service interactions. The iterative development process facilitated by RAD allowed for the creation of refined functional prototypes based on user feedback, contributing to an application that offers a tailored user experience. Despite challenges such as optimizing performance for various devices and user preferences for complaint status notifications in "Sipemas," the study concludes that the RAD methodology successfully delivered a responsive and user-centered application. The research contributes valuable insights into the application of RAD in public service technology development and guides similar initiatives in the future. Overall, this study underscores the importance of agile methodologies like RAD in addressing complex challenges and improving public service responsiveness through innovative technology solutions.
Analysis of e-wallet application adoption through the diffusion of innovation theory approach (study of e-wallet application users in Bengkulu city) Muhammad Rizqi Muliadi; Berto Usman
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4491

Abstract

This research aims to examine the influence of relative advantage, compatibility, complexity, triability, and observability on the decision to adopt e-wallet applications in Bengkulu City. The object of this research is the people of Bengkulu City who use the e-wallet application. A total of 261 data were collected using a survey with a purposive sampling technique. using non-probability techniques in purposive sampling as a sampling approach. To see the hypothesis results, SmartPLS 4 is used to manage the data. The test results show that relative advantage and compatibility have no effect on adoption decision, while complexity, trialability, and observability have a positive effect on adoption decision
Application of zakat accounting standards, transparency and internal control systems on the BAZNAS accountability Yusiresita Pajaria; Hurian Kamela
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4495

Abstract

This research aims to determine the effect of implementing zakat accounting standards, transparency and internal control systems on financial accountability. The samples used in this research were employees of the Banyuasin and Musi Banyuasin Amil Zakat Agency. The research population consisted of 30 people. The research sample consisted of 30 people and the sampling technique used non-probability sampling technique with saturated sampling technique. The data analysis technique uses multiple linear regression. Partial research results (t test) show that the variables of zakat accounting standards, transparency and the Internal Control System have an effect on financial accountability. Simultaneous results (f test) show that zakat accounting standards, transparency, internal control systems have a significant effect on financial accountability. The results of the coefficient of determination (R2) show that 59.4% of the variables of zakat accounting standards, transparency and internal control systems have an influence on financial accountability while the rest are influenced by other variables not measured in this research.
The effect of financial literacy, financial self-efficacy and locus of control on the financial behaviour of Bengkulu University students Markus Leo Boangmanalu; Sri Adji Prabawa
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4498

Abstract

The ability to manage finances and decide on business strategies needs to be supported by a locus of control, mastery of adequate financial literacy skills, and confidence in one's ability to produce good finances (financial self-efficacy) in managing finances. This is a quantitative study aimed at determining the effect of independent variables (financial literacy, financial self-efficacy, and locus of control) on the dependent variable (financial behaviour) in Bengkulu University students. The implementation of this research uses a questionnaire method with the data analysed referring to the Likert scale. Active students of Bengkulu University class of 2020 were used as the population of this study and utilised purposive sampling method as the sampling technique. The sample used was 150 Bengkulu University students. The results of this study are that there is a positive and significant influence between financial literacy on the financial behavior of Bengkulu university students, there is a significant and positive influence between financial self-efficacy on the financial behavior of Bengkulu University students, and there is a significant and positive influence between locus of control on the financial behavior of Bengkulu University students.

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