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Improving Information Security with Machine Learning Sanmorino, Ahmad; Gustriansyah, Rendra; Puspasari, Shinta; Alie, Juhaini
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 1 (2024): Article Research Volume 6 Issue 1, January 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i1.3317

Abstract

The study Improving Information Security with Machine Learning explores the fusion of machine learning methodologies within information security, aiming to fortify conventional protocols against evolving cyber threats. By conducting a comprehensive literature review and empirical analysis, this scholarly endeavor highlights the efficacy of machine learning in anomaly detection, threat identification, and predictive analytics within security frameworks. Through practical demonstrations, such as z-score-based anomaly detection in network traffic data and NLP-based email security systems, the study illustrates the practical applications of machine learning techniques. Additionally, it delves into the mathematical underpinnings of predictive analytics and the architecture of neural networks for malware detection. However, while showcasing the transformative potential of machine learning, the study also confronts significant challenges. Ethical, legal, and privacy considerations emerge prominently, emphasizing the need for regulations addressing algorithmic biases, ethical dilemmas, and data protection. Moreover, the study emphasizes the practical challenges of scalability, interpretability, continual adaptation to evolving threats, and the harmonious interaction between human expertise and machine intelligence. By offering practical recommendations and future research directions, this scholarly exploration aims to empower researchers, practitioners, and policymakers in navigating the complex intersection of machine learning and information security, thereby fostering innovation and comprehension in this evolving domain.
Development of Web-Based Student Registration Information System with Rapid Application Development Approach Widiyatmoko, Arif Tri; Nugroho, Agung; Wiyanto, Wiyanto
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 1 (2024): Article Research Volume 6 Issue 1, January 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i1.3459

Abstract

The management of student data and the student registration process is an important aspect in the world of education. In the digital era, the use of information technology is crucial to maintain the quality and efficiency of education. Therefore, the development of a web-based student registration information system with a Rapid Application Development (RAD) approach is an efficient and effective solution. This research proposes the development of a web-based student enrolment information system with a RAD approach to improve efficiency, accessibility of student data, and the ability to adapt the system to continuous change. The RAD method consists of requirements planning stages, RAD design workshops, and implementation. The test results of the application show that this application is worth using and meets the expected standards. Thus, the development of a web-based student registration information system with the RAD approach is expected to provide innovative and efficient solutions in overcoming student data management problems and the student registration process
Development of Disaster Management Information System Application with Five Integrated Features Samhuri, Refita Yunie; Yonvitner, Yonvitner; Arkeman, Yandra
Journal of Computer Networks, Architecture and High Performance Computing Vol. 7 No. 2 (2025): Research Article, Volume 7 Issue 2 April, 2025
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v7i2.5731

Abstract

Indonesia, as one of the world’s largest archipelagic countries, is highly prone to natural disasters due to its geological, geographical, and socio-demographic conditions. Despite various efforts from the government and related institutions, there remains a lack of an integrated technological solution that addresses the critical aspects of disaster management. This research aims to develop a mobile-based disaster management information system called Aksi Bencana Indonesia, featuring five integrated functions: real-time disaster information, donation facilitation, volunteer management, logistics coordination, and disaster education. The development process involved identifying functional and non-functional requirements through interviews with disaster mitigation experts and literature studies, followed by UI/UX design using Figma, and coding using Flutter for the frontend and Laravel for the backend. User Acceptance Testing (UAT) was conducted with participants aged 18–55 to evaluate the system’s usability and effectiveness. The results showed that the application met the users’ expectations in providing timely and reliable information, facilitating donations and volunteer coordination, and supporting educational initiatives. Moreover, the integration of real-time features improved response time and enhanced the efficiency of resource distribution during disaster events. This study concludes that the application successfully bridges the gap between communities, donors, and volunteers, offering a practical solution for disaster preparedness and response. Future research may focus on expanding the system’s interoperability with national disaster databases and enhancing the analytics dashboard for better decision-making.
Factors Related to the Implementation of Hospital Management Information System (SIMRS) at the Kendari City Regional General Hospital Chivansa, Firsta Wahyuni; Saafi, La Ode; Rasyid, Sri Anggarini; Risky, Sartini
Waluya The International Science of Health Journal Vol. 4 No. 1 (2025): Waluya The International Science Of Health Journal
Publisher : Magister Kesehatan Universitas Mandala Waluya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54883/m6shfm19

Abstract

Introduction: The Hospital Management Information System (SIMRS) has been used at Kendari City Hospital. The use of the Hospital Management Information System (SIMRS) has several obstacles including the Integrated Patient Development Record (CPPT) which is constrained by the network and slow internet network and the limited availability of computers and printers so that it is necessary to analyze factors related to the implementation of the Hospital Management Information System (SIMRS) at the Kendari City Regional General Hospital. Method: This type of research uses an observational design and is used as descriptive with a quantitative approach. Analytically, the data from the measurement of variables was carried out using descriptive analysis, inferential analysis, mutivariate analysis to find out the factors related to the implementation of the Hospital Management Information System (SIMRS) at Kendari City Hospital. Result: The respondents' behavior related to people, organization, technology and net benefits had a value below the significant level (<0.05) and a chi-square test value of <3,841, so that the criteria showed that there was no significant relationship with the implementation of SIMRS. Conclusion: The conclusion in this journal. There was no significant relationship between people, organizations, technology and net benefits to the implementation of SIMRS at Kendari Hospital.
THE UTILIZATION OF INFORMATION TECHNOLOGY AS LEARNING MEDIA Fitrani Dinda Fadhilah; Fitri Handayani Harahap; Nur Zarit Sofia; Suhendri Prayoga; Muhammad Taufik Ihsan
Jurnal Riset dan Inovasi Pembelajaran Vol. 1 No. 2 (2021): May-August 2021
Publisher : Education and Talent Development Center Indonesia (ETDC Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51574/jrip.v1i2.48

Abstract

The development of information and communication technology build it straightforward to speak in exchanging information in order that place, time and distance are not any longer obstacles. Moreover, through the internet data services are often accessed as learning resources within the world of education should be ready to follow the event of technological science. Therefore the use of technology within the style of learning media may be an alternate to beat the constraints of house and time of the prevailing learning method so lecturers don't got to make a case for thefabricto students in excess. In this article, the data were obtained from literature of study review and from other document analysis. Based on the study, The Utilization of information and communication technology in learning is carried out in order to increase effectiveness in the implementation of the learning process to improve student learning outcomes and the individual quality of students in terms of using technology more precisely and usefully.
LLM-Based Information Retrieval for Disease Detection Using Semantic Similarity Muhammad Adrinta Abdurrazzaq; Edwin Lesmana Tjiong; Kent Algren Wanady
JOIN (Jurnal Online Informatika) Vol 10 No 1 (2025)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v10i1.1486

Abstract

Information retrieval systems are vital for disease prediction, but traditional methods like TF-IDF struggle with word meanings and produce long, complex vectors. This research uses Large Language Models (LLMs) and follows the CRISP-DM methodology to improve accuracy. Using health forum discussions labeled with specific diseases, we split the data into queries and a corpus. Semantic similarity is used to retrieve the most relevant text from the corpus. After preprocessing, we compare LLMs and TF-IDF, with LLMs achieving an accuracy of 0.911 (Top-K=30), outperforming TF-IDF. LLMs excel by creating shorter, meaningful vectors that preserve context, enabling precise semantic matching. These results demonstrate LLMs' potential to enhance healthcare information retrieval, offering more accurate and context-aware solutions. This research highlights how advanced AI can overcome traditional methods' limitations, opening new possibilities for medical informatics.
Influence of BIM (Building Information Modeling) Technology on Construction Efficiency Mohamad Djaelani
International Journal of Health, Economics, and Social Sciences (IJHESS) (Special Issue) - International Journal of Health, Economics, and Social Sciences (IJHESS)
Publisher : Universitas Muhammadiyah Palu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56338/ijhess.v7i2.7148

Abstract

Building Information Modeling (BIM) represents a groundbreaking technology that has reshaped the construction sector by offering more streamlined and integrated solutions across different project stages, from planning and design to facility management and maintenance. As a digital system, BIM enables construction experts to engage with precise and integrated data through 3D models, which merge both technical and functional characteristics of the building. This article explores how BIM impacts construction efficiency, particularly in terms of time, cost, quality, and team coordination. Research and case studies indicate that BIM significantly improves construction processes by minimizing waste, accelerating timelines, and enhancing the effectiveness of facility upkeep.
Implementation of Management Information Systems in Managing Educational Institutions: Chances and Challenges Ridwan, M. Kholil; Hidayati, Nur
International Journal of Multidisciplinary Research of Higher Education Vol 8 No 2 (2025): (April) Theme STEM, Education, Religion Studies, Social Sciences and Economic Dev
Publisher : Islamic Studies and Development Center in Collaboration With Students' Research Center Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/ijmurhica.v8i2.344

Abstract

The implementation of management information systems in managing educational institutions plays an important role in improving the efficiency and quality of management. The implementation of management information systems in madrasah in the face of educational disruption that has occurred globally. This study aims to analyze the implementation of management information systems in managing educational institutions. This research uses a qualitative method with a case study approach. Data analysis was conducted using the Miles & Huberman model. The results of this study show that one educational institution has succeeded in taking advantage of the great opportunities in the implementation of management information systems to face educational disruption. This success was realized through strengthening the technological infrastructure which reached 60%, as well as increasing the mastery of human resources by 30%. The implementation of this system also accelerates data-based decision-making that supports the quality of education services. However, challenges remain, albeit minimal. The findings of this study provide important implications for improving education management in madrasahs. The implementation of management information systems enables the digitalization of administration, improving efficiency, transparency and data-based decision-making.
Implementation of information technology utilization in improving the service quality of Kring Pajak Jawahir, Irvan; Tristiyanti, Rahayu; Wijayanti, Tri; Dahlifah, Dahlifah; Zulfiati, Lies
Educoretax Vol 5 No 3 (2025)
Publisher : WIM Solusi Prima

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54957/educoretax.v5i3.1404

Abstract

This study aims to analyze the implementation of the use of information technology in improving the quality of tax kring services.in improving the quality of Tax kring services. The method used is descriptive qualitative. Data collection is done by means of triangulation, namely using various data collection techniques such as interviews, observation, and documentation. Interviews were conducted to obtain understanding directly from informants related to the use of information technology, while observation aims to see the process of Kring Pajak service directly. process directly. Interviews were conducted with two main groups, namely Kring Pajak employees and taxpayers who have used the service. Kring Pajak employees and taxpayers who have used this service, with a focus on user experience, information technology system performance, and feedback. user experience, information technology system performance, and suggestions for improvement. for improvement. The duration of the research period was from October 2024 to Janaury 2025. Research results The results show that the implementation of information technology has significantly improved the quality of service to taxpayers, both in terms of ease of access and employee operational efficiency. For Kring Pajak employees, information technology information technology facilitates administrative tasks through automation systems, such as recording tax complaints. recording tax complaints. This research also found several challenges, including limited technological literacy among certain taxpayers, particularly from the older among certain taxpayers, especially from the older age group, as well as technical constraints in the form of slow slowness of the system when many users access it simultaneously. Directorate of Directorate General of Taxes (DGT) needs to improve the information technology infrastructure that supports the Kring Pajak service. supporting the Kring Pajak service.
Access to and Utilization of Breast Cancer Prevention Information Among Market Women in Awka, Anambra State Onwuka, Ifeyinwa Stella; Agbanu, Venatus Nosike
Journal of Multidisciplinary Science: MIKAILALSYS Vol 3 No 1 (2025): Journal of Multidisciplinary Science: MIKAILALSYS
Publisher : Darul Yasin Al Sys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/mikailalsys.v3i1.5236

Abstract

This study examines market women’s access to and utilisation of breast cancer prevention information in Ikoka Market, Awka, Anambra State. Adopting a qualitative research approach, in-depth interviews were conducted with 32 market women, selected based on data saturation principles. The findings reveal a high level of awareness of breast cancer but limited knowledge of specific preventive measures. Healthcare facilities, particularly antenatal and postnatal clinics, were identified as the primary sources of information, while mass media played a minimal role. Despite awareness, the utilisation of preventive practices such as breast self-examinations and screenings remained low due to financial constraints, low literacy levels, fear, and economic activities. The study highlights the gap between awareness and actionable knowledge, underlining the need for targeted, community-based interventions. It recommends mobile screening units, simplified health messages, and the integration of breast cancer education into market associations and social gatherings to enhance participation and accessibility.

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