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Online Learning Information System Design Using Zachman Framework (Case Study: LMS Gajayana University Malang) Ramadhani, Farhan; Maulanaputra, M. Farhan
International Journal of Multidisciplinary Applied and Science Research Vol. 1 No. 05 (2025): International Journal of Multidisciplinary Science and Applied Research (IJOMA
Publisher : oneamd.com

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The development of information technology has encouraged educational institutions to adopt online learning system to improve the effectiveness and efficiency of teaching and learning process. Gajayana University Malang as one of the private universities in Indonesia has implemented Learning Management System (LMS) as a means of supporting online learning. However, to ensure that the system runs optimally and is well integrated within the institution, a comprehensive information system design is required. This research aims to design an online learning information system using the Zachman framework that is able to describe the system from various stakeholder perspectives, such as planners, owners, designers, and implementers. The research method used is case study, with data collection through observation, interview, and documentation on LMS of Gajayana University Malang. The result of this research is an online learning information system blueprint structured based on six perspectives and six focuses in Zachman Framework. This blueprint is expected to be a reference in developing and evaluating online learning systems that are more effective, efficient, and aligned with institutional needs.  
A Risk Management Guide for Information System Infrastructure in Digital Banking Raden Budiraharjo; Silhi; Ali Jazzy; Na'il Ghani Prihartono
Journal of Innovation Information Technology and Application (JINITA) Vol 7 No 1 (2025): JINITA, June 2025
Publisher : Politeknik Negeri Cilacap

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35970/jinita.v7i1.2621

Abstract

Digital banks rely heavily on IT infrastructure to support digital services, data management, and transaction processing, making them vulnerable to risks such as system failures, cybersecurity threats, and regulatory compliance. The implementation of Information Systems Risk Management (ISRM) is crucial to ensure data security and regulatory compliance. This study integrates ISO-31000: 2018, NIST SP 800-30, COBIT 2019, and Risk IT Framework to design a comprehensive risk management guide for banks, especially digital banks. ISO-31000: 2018 is used to define the objectives, scope, stakeholders, risk tolerance, and boundaries of risk management., NIST SP 800-30 is used for risk identification and assessment, Risk IT Framework is used to determine risk responses, and COBIT 2019 provides principles and practices that can be implemented to address risks. The research approach includes risk identification, assessment of likelihood and impact, selection of risk response options (Avoid, Reduce/Mitigate, Share/Transfer, Accept), and implementation of action plans. The study shows that the integration of this framework enables the bank to effectively address high-priority risks. After implementing the COBIT 2019-based mitigation plan, the risk score can be significantly lowered, putting the risk in an acceptable position. In addition, this approach enables the bank to comprehensively identify information technology and systems risks and implement action plans to reduce risks to an acceptable level.
Optimisation of Criminal Data Clustering Model using Information Gain Prih Diantono Abda’u; Ratih Hafsarah Maharrani; Muhammad Nur Faiz; Oman Somantri
Journal of Innovation Information Technology and Application (JINITA) Vol 7 No 1 (2025): JINITA, June 2025
Publisher : Politeknik Negeri Cilacap

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35970/jinita.v7i1.2741

Abstract

Crime is a phenomenon that significantly impacts society, necessitating mapping efforts that can be utilized for further analysis. Clustering, as a data analysis technique, groups objects based on similarities or differences in their characteristics. This approach enhances the understanding of data by identifying patterns and relationships between criminal events, such as crime type, time, and location. By clustering crime data based on similar characteristics, authorities can make more effective and efficient decisions in crime prevention and control. However, selecting too many attributes can negatively affect clustering performance. To address this issue, this study applies Information Gain reduction to reduce data dimensionality by eliminating attributes with low informational contribution. Additionally, three clustering methods K-Medoid, K-Means, and X-Means are compared to evaluate their performance. The concept of Information Gain is also integrated to optimize cluster formation, measuring how much an attribute contributes to distinguishing objects within a cluster. By leveraging Information Gain, this study aims to identify the most relevant and influential attributes in forming clusters that accurately represent crime data characteristics. Furthermore, the number of clusters generated is evaluated using the Davies-Bouldin Index (DBI). The results indicate that the K-Means algorithm outperforms the other two methods, achieving the best clustering quality with an optimal number of clusters (k = 6) and the lowest DBI value.
Strategic for Improving Teacher Information Literacy as an Effort to Develop Professionalism in the Digital Era Yuslimah, Anisa Isti; Achmad, Dedy; Nurdin, Nurdin
International Journal of Educational Management and Innovation Vol. 6 No. 3 (2025)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/ijemi.v6i3.14003

Abstract

Background/purpose. The integration of digital systems in teacher performance management, such as Ruang GTK, demands adequate digital literacy among teachers. However, many educators face challenges in effectively utilizing the platform due to varying levels of competence and institutional support. This study aims to examine how teachers’ digital literacy is strategically managed within a school setting to enhance the use of Ruang GTK as a tool for professional performance. Materials/methods. A qualitative approach with a single case study method was employed at SMPN 5 Bandung. Eight purposively selected teachers participated in semi-structured interviews, direct observations, and document analysis. Thematic analysis was conducted to identify patterns, and SWOT–TOWS analysis was used to formulate strategic responses. Results. Findings reveal inconsistent levels of digital literacy among teachers, with younger educators adapting more quickly than their senior counterparts. Ruang GTK is primarily used for administrative reporting, while developmental features remain underutilized. Identified challenges include lack of technical support, limited training, and low engagement with digital tools. From the analysis, four strategic approaches were developed: empowering digital champions, implementing continuous peer coaching, establishing a digital literacy task force, and embedding digital competence in performance indicators. Conclusion. Strategic management of digital literacy is essential to optimize the use of Ruang GTK in enhancing teacher performance. Schools must foster a collaborative and reflective digital culture supported by ongoing capacity building and institutional commitment.
Work Readiness Shaped by Family, Information Systems, and Organizational Activeness: Kesiapan Kerja Dipengaruhi oleh Keluarga, Sistem Informasi, dan Aktivitas Organisasi Rosa, Deshiamiar; Sumartik
Journal of Islamic and Muhammadiyah Studies Vol 7 No 1 (2025): February
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/jims.v7i1.1625

Abstract

General background: Higher education institutions in Indonesia are challenged to produce competent graduates who can compete in the global workforce. Specific background: At Muhammadiyah University of Sidoarjo, tracer study data show that the graduation rate remains below 50%, largely due to suboptimal work readiness among students. Knowledge gap: While previous studies address factors influencing employability, limited attention has been given to the simultaneous role of the family environment, information systems, and organizational activeness in shaping work readiness. Aims: This study investigates the contribution of these three factors to the work readiness of management students. Results: Using a quantitative approach with 317 active students and multiple linear regression analysis through SPSS, the findings demonstrate that the family environment, information systems, and organizational activeness collectively and significantly shape student work readiness. Novelty: The study integrates academic, social, and technological dimensions in one model, offering a holistic perspective on graduate preparedness. Implications: The results provide insights for universities to strengthen family engagement, optimize information systems, and encourage organizational participation as strategies to enhance student readiness for employment. Highlights: Graduation rate below 50% linked to weak work readiness. Three factors collectively determine student readiness for employment. Integrated approach provides strategic insights for higher education. Keywords: Family Environment; Information Systems; Organizational Activeness; Work Readiness; Higher Education
The Influence of Information System Quality and Shopee's Digital Marketing Strategy on Changes in Online Shopping of Asahan University Students in 2025 Marpaung, Putri Zalianty; Dailami, D.; Tobing, Aprilia Wulandari Br. Lumban; Massari, Windi; Mirna, Nursarro Sauma; Simanjuntak, Ardella Anggraini; Riyanti , Heni
Golden Ratio of Mapping Idea and Literature Format Vol. 6 No. 1 (2026): July - January
Publisher : Manunggal Halim Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52970/grmilf.v6i1.1387

Abstract

The development of digital technology has changed shopping behavior, especially among students, as the digital native generation. This study aims to analyze the influence of Shopee's information system quality and digital marketing strategy on changes in online shopping behavior among Asahan University students in 2025. The method used was quantitative with a causal associative approach. Data were collected through questionnaires and analyzed using F-tests, t-tests, and the coefficient of determination (R²). The results show that Shopee's information system quality and digital marketing strategy simultaneously and partially significantly influence changes in online shopping behavior among students. A fast and user-friendly system, along with digital promotions such as flash sales and personal discounts, increases shopping intensity and patterns. These findings emphasize the importance of technology and marketing synergy in shaping digital consumer behavior.
Implementation of Software-Based Accounting Information Systems in MSMEs and its Effect on Smoothness of Internal Audit (Food sector MSMEs in Langkat Regency) Laily Ramadhani; Jung Sen; Adi Harianto; Tony Honkley; Vina Winda Sari
International Journal of Science and Environment (IJSE) Vol. 5 No. 4 (2025): November 2025
Publisher : CV. Inara in Colaboration with www.stie-sampit.ac.id

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51601/ijse.v5i4.235

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play a vital role in Indonesia’s economy, including in Langkat Regency, where the food sector serves as a key economic pillar. A persistent challenge faced by these enterprises is the predominance of manual financial recordkeeping, which increases the risk of errors and complicates internal audits. This study aims to analyze the impact of software-based Accounting Information Systems (AIS) on the effectiveness of internal audits within food-sector MSMEs in Langkat Regency. The research employs an associative quantitative method, with a sample of 97 respondents selected through purposive sampling. Data were collected via questionnaires and analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with SmartPLS software. The findings reveal that the implementation of software-based AIS has a positive and significant effect on the smooth execution of internal audits, as indicated by a t-statistic of 19.898 (greater than the critical value of 1.985) and a p-value of 0.000 (less than 0.05). Among the 95 valid respondents, 40% reported using accounting software and experiencing benefits such as improved accuracy in recordkeeping, timely financial reporting, and enhanced ease of internal auditing. The implications of this study underscore the importance of advancing digital accounting literacy, fostering local government support, and expanding access to affordable software solutions to strengthen transparency and competitiveness among food-sector MSMEs.
Credit Loan Payment Accounting Information System at PT BPR Duta Adiarta Medan Nadeak, Lestari
Journal of Economics and Business (JECOMBI) Vol. 3 No. 01 (2022): Journal of Economics and Business (JECOMBI) : September 2022
Publisher : SEAN Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58471/jecombi.v3i01.55

Abstract

To keep abreast of technological developments, especially computers and achieve competitive advantage, BPR DUTA ADIARTA MEDAN requires a form of presenting information and reports that can be accessed quickly, precisely and accurately to support decision making and improve service to customers who make loans. used is the Observation method carried out by literature study, interview method; design method using Data Flow Diagrams (DFD), structural charts. The results of the research are poured into the Accounting Information System for Credit Loan Payments at BPR DUTA ADIARTA MEDAN. which is expected to provide convenience in processing data and creating reports that can assist BPR DUTA ADIARTA MEDAN in analyzing and making decisions.
Consumptive Credit Accounting Information System Design at PT. Metro Mardiana, Mardiana
Journal of Economics and Business (JECOMBI) Vol. 2 No. 03 (2022): Journal of Economics and Business (JECOMBI) : May 2022
Publisher : SEAN Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58471/jecombi.v2i03.56

Abstract

This research is motivated by the problem of low performance of a company at PT. METRO is a credit sales technique for customers who process payment data, so data processing takes a long time. Therefore, with the implementation of the Consumptive Credit Accounting Information System application that has been designed, in the form of reports that can be presented quickly such as customer reports, credit payments and suppliers. Each system is designed to provide supervision and convenience for all transactions carried out by a company so that a company's performance runs effectively and efficiently.
The Effect of Environmental Assurance Statements and Digital Reporting Platforms on the Relevance of Financial Information in Agricultural Sector Issuers Sarie, Fatma; Novitasari, Salwa Aulia; Arini, Rani Eka
West Science Interdisciplinary Studies Vol. 3 No. 09 (2025): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v3i09.2226

Abstract

This study examines the effect of environmental assurance statements and digital reporting platforms on the relevance of financial information in agricultural sector issuers in Indonesia. The increasing demand for transparent, credible, and timely financial reporting that incorporates sustainability issues motivated this research. Using a quantitative approach, data were collected from 160 respondents through a structured questionnaire with a five-point Likert scale. The data were analyzed using SPSS version 25, employing validity and reliability tests, classical assumption tests, regression analysis, and hypothesis testing. The results reveal that environmental assurance statements significantly improve the relevance of financial information by increasing the credibility and reliability of disclosures. Similarly, digital reporting platforms significantly enhance relevance by improving accessibility, timeliness, and transparency of financial data. Simultaneous testing further confirms that both variables jointly strengthen the relevance of financial reporting. These findings contribute to the literature on financial reporting quality and provide practical implications for issuers, regulators, and investors in the agricultural sector, emphasizing the integration of sustainability assurance and digital transformation as strategic drivers of decision-useful financial information.

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