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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Community Development Journal: Jurnal Pengabdian Masyarakat Journal of Computer Networks, Architecture and High Performance Computing International Journal Software Engineering and Computer Science (IJSECS) Abdi Implementasi Pancasila: Jurnal Pengabdian kepada Masyarakat
Hindarto, Djarot
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Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Public Health Social Sciences

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Journal : International Journal Software Engineering and Computer Science (IJSECS)

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The Role of E-Commerce in Increasing Sales Using Unified Modeling Language Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 2 (2023): AUGUST 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i2.1503

Abstract

The advent of contemporary technology advancements and the proliferation of the internet have presented firms and retail establishments with significant prospects for augmenting their sales outreach via electronic commerce. E-commerce enables stores to engage in the sale of their products across Indonesia and international markets without being constrained by limitations of physical location or temporal constraints. E-commerce has the potential to offer consumers a more convenient, expedited, and efficient shopping experience. Consumers can conveniently look for and make choices on the things they intend to purchase, expediting and enhancing the efficiency of the transactional process. Furthermore, e-commerce can offer consumer satisfaction through many means, such as efficient delivery services, flexible return and refund policies, product exchanges, and responsive and amiable customer support. In contrast, e-commerce can enhance cost-effectiveness and improve operational efficiency within the sales process. E-commerce enables businesses to mitigate operating expenses, including expenditures related to physical store rentals, marketing initiatives, and inventory management. Furthermore, implementing e-commerce can facilitate inventory management and sales tracking for retail establishments. Hence, the significance of e-commerce in promoting the augmentation of store sales is noteworthy. Despite the significant profitability of e-commerce, retailers encounter other obstacles, including intensifying rivalry and the looming risk of cybercrime. Hence, retailers must develop a robust e-commerce strategy to compete effectively in the market and ensure secure and dependable services to their customers. This study uses the Unified Modeling Language, a precious tool for the design and modeling of software to be developed.
The Management of Projects is Improved Through Enterprise Architecture on Project Management Application Systems Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 2 (2023): AUGUST 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i2.1512

Abstract

From planning to execution, effective project management necessitates a holistic approach that incorporates various aspects. Enterprise Architecture has emerged as a promising method for enhancing project management in the modern era of business complexity. This article examines how employing Enterprise Architecture principles in project management can yield significant benefits. Enterprise Architecture enables project managers to comprehend the interdependencies between the various organizational components by adopting an approach that views the organization as an integrated whole. This improves planning, identification of prospective risks, and more precise decision-making. In addition, Enterprise Architecture provides a holistic view of the technology infrastructure and enterprise architecture, allowing project managers to identify opportunities to optimize extant resources. Moreover, Enterprise Architecture can enhance collaboration between project teams and other departments. Comprehending the interrelationships between organizational components makes communication and problem-solving more efficient. Enterprise Architecture also contributes to designing more adaptable and scalable initiatives, allowing them to better adapt to changing environments. This article investigates actual case studies of organizations that have adopted an Enterprise Architecture approach to project management. As evidence that Enterprise Architecture can be an asset in attaining project objectives, several benefits will be outlined, ranging from cost reduction to increased efficiency. By combining established project management methodologies with Enterprise Architecture principles, professionals can adopt a more comprehensive and strategic approach to attaining successful project outcomes.
The Proposed Implementation of Enterprise Architecture in E-Government Development and Services Afarini, Nihayah; Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1756

Abstract

The advancement of information technology has emerged as a significant driver in the paradigm shift of contemporary governance, wherein E-Government has emerged as a primary mechanism for delivering public services to the public in a more streamlined and adaptable fashion. To attain this objective, adopting Enterprise Architecture has surfaced as a foundational strategic methodology. Enterprise Architecture facilitates the planning, design, and development of integrated E-Government systems for governments, thereby ensuring the efficient and effective collaboration of diverse government entities. This study investigates the feasibility of incorporating Enterprise Architecture into the framework of E-Government advancement through an assessment of its advantages. Enterprise Architecture facilitates the integration of pre-existing government systems, the elimination of redundant resource allocations, and enhancing citizen services. Furthermore, by establishing a measurable and manageable framework for E-Government projects, Enterprise Architecture facilitates the implementation of the government's long-term objectives. Moreover, Enterprise Architecture is instrumental in safeguarding sensitive data and information, a critical function within the e-governance framework. This study incorporates successful case studies and best practices from numerous nations that have effectively integrated Enterprise Architecture into the development of electronic governments. The findings emphasize the critical function of Enterprise Architecture in expediting the process of E-Government conversion and providing advantages to various parties involved, such as the government, society, and private industry. This study offers E-Government stakeholders a practical guide for utilizing Enterprise Architecture to achieve substantial advancements in public services and more efficient government.
Web-Based Student Internship Attendance Application System for Effective Student Attendance Monitoring Nurfaizi, Kelfin; Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1760

Abstract

The Web-Based Student Internship Attendance Application System revolutionizes the management of internship programs in higher education institutions and companies. This innovative platform addresses the critical need for a streamlined process in handling internship attendances, a vital component of higher education that equips students with essential real-world experience. Traditional methods of managing these attendances have been fraught with complexity and inefficiency. Our system introduces a user-friendly, web-based interface that enables students to record their daily attendance effortlessly using mobile devices or computers. Beyond mere attendance tracking, the system empowers students to submit detailed reports on their daily assignments and experiences. For program organizers, the system provides instantaneous access to attendance data, thereby facilitating better management and evaluation of the internship programs. Key benefits of this system include enhanced efficiency, improved accuracy, and greater transparency in attendance recording. Its capability to minimize human error in attendance tracking and to maintain a comprehensive historical record of data is invaluable for assessing program effectiveness and informing future improvements. This advancement in internship management through web technology not only enriches the student experience but also aids educational institutions and companies in optimizing their internship programs. The Web-Based Student Internship Attendance Application System represents a significant step towards modernizing and elevating the quality of internship management
Comparative Analysis VGG16 Vs MobileNet Performance for Fish Identification Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1763

Abstract

This research aims to conduct a comparative evaluation of the efficacy of two neural network architectures in the field of fish identification through the utilization of supervised learning techniques. The evaluation of VGG16 and MobileNet, which are prominent deep learning architectures, has been conducted about their speed, accuracy, and efficiency in resource utilization. To assess the classification performance of both architectures, we employed a dataset encompassing diverse fish categories. The findings indicated that the VGG16 model demonstrated superior accuracy in fish classification, albeit due to increased computational time and resource utilization. On the contrary, MobileNet exhibits enhanced speed and efficiency, albeit at a marginal cost to its accuracy. The findings of this study have the potential to inform the selection of deep learning models for fish recognition scenarios, considering the specific requirements of the task, such as prioritizing accuracy or efficiency. The findings mentioned above offer significant insights that can be utilized in the advancement of Artificial Intelligence (AI)-based applications within the domains of fisheries resource management and environmental monitoring. These applications specifically necessitate precise and effective fish recognition capabilities. The comparison findings indicate that the accuracy achieved by VGG16 was 0.99, whereas MobileNet also attained an accuracy of 0.99.
Revolutionizing Automotive Parts Classification Using InceptionV3 Transfer Learning Hindarto, Djarot
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1784

Abstract

This study presents a novel methodology for classifying automotive parts by implementing the Transfer Learning technique, utilizing the InceptionV3 architecture. We use a proprietary dataset encompassing diverse categories of automotive components for training and evaluating the model. The experimental findings demonstrate that this approach attains a performance accuracy level of 93.78% and a loss rate of 0.2938. The efficacy of InceptionV3 Transfer Learning in addressing the intricacies associated with automotive parts classification is demonstrated through its utilization of pre-existing knowledge from diverse domains. The resultant model reflects a capacity to accurately discern spare parts, thereby enhancing the efficiency of the automotive inventory management process. Utilizing InceptionV3 Transfer Learning in this scenario yields a notable and favorable outcome, thereby revolutionizing the traditional framework of automotive parts categorization. The model's efficacy in enhancing the efficiency and accuracy of automotive inventory management is evidenced by its achievement of a notable precision level and a minimal loss rate. The implications of these findings are significant in addressing intricate classification challenges within the automotive industry. They pave the way for utilizing intelligent technologies to optimize parts identification and management processes. This study establishes a foundation for a novel approach to comprehending and applying categorization systems for automotive components. This is achieved by harnessing the capabilities of Transfer Learning using the InceptionV3 model.
Implementation of Flower Recognition using Convolutional Neural Networks Hindarto, Djarot; Amalia, Nadia
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1808

Abstract

The recognition of flowers holds significant importance within the realms of ecological research, horticulture, and diverse technological applications. This study presents "Blossom Insight," an innovative methodology for flower identification that employs Convolutional Neural Networks within the Keras framework. This study aims to examine the necessity of precise and effective flower categorization, considering the extensive range of floral species. The methodology encompasses a rigorous procedure of data preprocessing, utilizing sophisticated techniques to augment the model's capacity to distinguish intricate characteristics of flowers. The crux of the study revolves around the amalgamation of a Convolutional Neural Network, a robust deep learning methodology, with Keras, a user-accessible open-source framework for machine learning. The integration of these components enables the development of a resilient flower recognition model that possesses the ability to acquire complex patterns and characteristics from input images. The training of the model encompasses exposure to a wide range of flower datasets, which enhances its ability to generalize across different species and environmental conditions effectively. The findings illustrate the effectiveness of "Blossom Insight" in attaining a notable level of precision in tasks related to the identification of flowers. The implementation not only contributes to the advancement of the field of computer vision but also offers a valuable resource for researchers, horticulturists, and enthusiasts seeking a comprehensive understanding and accurate identification of floral species. The development of "Blossom Insight" signifies a notable advancement in utilizing deep learning techniques to augment our understanding and admiration of the wide variety present in the realm of flowers.
Efficiency and Effectiveness: Enterprise Architecture Strategies for Healthcare Service Alwi, Muchamad Nurdin; Hindarto, Djarot; Marina, Anna; Yudhakusuma, Dudi
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1813

Abstract

In a globally evolving health landscape, attaining maximum efficiency and efficacy is of the utmost importance. The present study investigates the utilization of Enterprise Architecture tactics to enhance healthcare services, specifically by streamlining operations and boosting overall effectiveness. Through an examination of organizational processes, patient care, information management, and healthcare delivery, this study sheds light on the transformative potential of EA as a framework. This research investigates the strategic alignment of health systems through the application of EA principles to establish an infrastructure that is both harmonious and interoperable. The present study investigates the significance of digital transformation within the healthcare sector, with a particular focus on the ways in which EA strategies can enable the smooth incorporation of technological advancements to enhance patient outcomes. This study emphasizes the need for patient-specific health systems. It highlights the significance of a patient-centered approach in the context of EA. By conducting an exhaustive examination of the implementation of EA in the healthcare sector, this study intends to provide organizations with direction on how to enhance their service provision. Empirical evidence indicates that by utilizing EA to harmonize business objectives, technological progress, and patient-centric methodologies, significant enhancements in efficiency and efficacy can be achieved, thereby culminating in elevated benchmarks of healthcare provision. In conclusion, the study urges the extensive implementation of EA strategies within health systems, acknowledging its capacity to transform service frameworks and foster a health ecosystem that is more attentive to patients and proactive.
Edge of Enterprise Architecture in Addressing Cyber Security Threats and Business Risks Judijanto, Loso; Hindarto, Djarot; Wahjono, Sentot Imam; Djunarto
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1816

Abstract

Enterprise Architecture plays a critical role in reducing business risks holistically and ensuring a company's resilience to cyber security threats. This abstract emphasizes the significance of Enterprise Architecture in contemporary organizational structures and its influence on these matters, particularly at a time when cybersecurity threats are becoming more prevalent in the global business arena. By integrating Human Resources, Governance Frameworks, Technology, and Processes, Enterprise Architecture offers a holistic perspective of the Information Technology environment within an organization. By means of a methodical governance framework, Enterprise Architecture conducts comprehensive examinations of interdependencies among components, detects susceptibilities, and establishes robust groundwork for enhanced threat prevention. Enterprise Architecture is not only a proactive risk management tool, but it also contributes significantly to the overall business strategy. The integration of cybersecurity and enterprise architecture entails not only fortifying the technological infrastructure but also integrating it into the overarching business strategy. This enables the correlation of cybersecurity endeavors with the objectives of the organization, thereby connecting technological aspirations with business strategy. This study emphasizes the potential of incorporating adaptive and agile responses to threats into corporate culture to foster innovation. By functioning as a strategic catalyst, it assists organizations in adjusting to cyber threats, safeguarding business interests, and optimizing operations within an ever-evolving digital environment. By integrating governance and enterprise architecture frameworks, organizations can proactively mitigate business risks and cybersecurity threats, thereby fostering resilience and sustainability in the dynamic digital environment.
Analysis and Improvement of Payroll Systems Using Agile Methods to Achieve Efficiency and Fairness Hindarto, Djarot; Nurfaizi, Kelfin
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1871

Abstract

In today dynamic business environment, the success of an organization hinges not only on the quality of its products or services but also on the efficiency and equity inherent in its employee payroll system. This research elucidates the imperative behind the transformation of corporate payroll systems in response to the rapid evolution of industry dynamics and the escalating complexity of employee requisites. The primary objective of this study is to conduct an in-depth analysis of the payroll system employed by PT Kefsone, a dynamically growing enterprise, with a specific emphasis on augmenting operational efficiency and instituting equitable compensation distribution practices. The comprehensive analysis encompasses an exploration of the evolving demands of the workforce, an evaluation of methodologies for performance assessment, and a critical review of remuneration structures and incentive policies. The findings of this research underscore the substantial impact that components affecting fairness and efficiency within PT Kefsone payroll system exert on workplace productivity, employee retention, and overall morale. Moreover, the study presents actionable recommendations for system enhancement, thoughtfully tailored to align with the company's requirements and the expectations of its workforce.
Co-Authors Afarah, Sabrina Fajrul Afarini, Nihayah Alim, Syariful Alwi, Muchamad Nurdin Amalia, Nadia Amanda, Djaja Andrianingsih Anna Marina Arie Gunawan Arko Djajadi Dazki, Erick Desmana, Satriawan Djunarto Eko Hadianto, Eko Endah Tri Esti Handayani Fauziah Fauziah Fauziah Gustian, Yonathan Wijaya Handayani, Endah Tri Esti Haryono Haryono Hendrata, Ferial Indrajit, Eko ISWAHYUDI ISWAHYUDI Judijanto, Loso Mochamad Hariadi Nurfaizi, Kelfin Pamungkasari, Panca Dewi Prawira, Khairul Thamrin Putra, Tri Dharma R. Eko Indrajit Rahman, Ben Ramadhan, Duta Pramudya Ratih Titi Komalasari Ririn Ikana Desanti Santoso, Handri Saputra, Adi Dwifana Saputra, Adi Dwifana Saputra Sari Ningsih Sentot Imam Wahjono Setiawan, Adrian Tri Sholihati, Ira Diana Sjah, William Surya Suherman, Endang Sze, Edward Usman, Sabrina Fajrul Ula Wahyuddin, Mohammad Iwan Wedha, Alessandro Benito Putra Bayu Wedha, bayu Yasa WIJANARKO, SIGIT Wijaya, Yunan Fauzi Wirayasa, I Ketut Adi Yudhakusuma, Dudi Yulianto, Lili Dwi