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View article: Enhancing Service Coupling in Microservice Architecture: Strategies and Design Characteristics
Enhancing Service Coupling in Microservice Architecture: Strategies and Design Characteristics Open
View article: Modeling and Validating COBIT 5-Based It Governance Capability in Automotive After-Sales Services: Empirical Insights from Authorized Dealerships
Modeling and Validating COBIT 5-Based It Governance Capability in Automotive After-Sales Services: Empirical Insights from Authorized Dealerships Open
The increasing adoption of digital technologies in automotive after-sales services has introduced new challenges for IT governance, particularly within authorized car dealerships. These dealerships rely on digital tools, such as customer r…
View article: Flexible Job Shop Scheduling Optimization Using Genetic Algorithm For Handling Dynamic Factors
Flexible Job Shop Scheduling Optimization Using Genetic Algorithm For Handling Dynamic Factors Open
This research introduces the Genetic Adaptive Scheduling System (GASS), a novel framework designed to optimize scheduling in Flexible Job Shop Scheduling Problems (FJSP). Due to its complexity, FJSP presents significant challenges stemming…
View article: AI-Driven Nudge Optimization: Integrating Two-Tower Networks and Multi-Armed Bandit With Behavioral Economics for Digital Banking Campaign
AI-Driven Nudge Optimization: Integrating Two-Tower Networks and Multi-Armed Bandit With Behavioral Economics for Digital Banking Campaign Open
In the era of digital banking, personalized financial product recommendations play a crucial role in enhancing customer engagement and conversion rates. Traditional recommender systems often fail to account for behavioral economic factors …
View article: Advancing Dynamic Flexible Job Shop Scheduling With a Real-World Dataset and Genetic Adaptive Scheduling System
Advancing Dynamic Flexible Job Shop Scheduling With a Real-World Dataset and Genetic Adaptive Scheduling System Open
In this study, we built a large-scale real-world dataset for further exploration of the Dynamic Flexible Job Shop Scheduling Problem (FJSSP) in a complex production environment that was developed and conducted based on a Genetic Adaptive S…
View article: Microservices Design Pattern in Action: Improving Modifiability in Microservices-Based Software Development
Microservices Design Pattern in Action: Improving Modifiability in Microservices-Based Software Development Open
Microservices architecture offers theoretical benefits for software maintainability, yet empirical validation of design patterns’ effectiveness for enhancing modifiability remains limited, with practitioners lacking evidence-based guidance…
View article: Diverse Representation Knowledge Distillation for Efficient Edge AI Teledermatology in Skin Disease Diagnosis
Diverse Representation Knowledge Distillation for Efficient Edge AI Teledermatology in Skin Disease Diagnosis Open
Access to dermatological care in rural areas is limited due to a shortage of specialists. While AI-powered teledermatology offers a solution, it faces challenges from unreliable internet connectivity. Edge AI offers a promising approach th…
View article: Multi-algorithm for predicting the level accuracy of fault output in software
Multi-algorithm for predicting the level accuracy of fault output in software Open
Software fault output refers to software errors found by testers during the software testing process. Software testing is an overly critical stage in software development; hence, a software testing model is required to systematically class…
View article: The Components of Data Governance Framework for MOOC Providers in Indonesia
The Components of Data Governance Framework for MOOC Providers in Indonesia Open
The COVID-19 pandemic had a universal and synchronous impact on all countries globally, leading to the implementation of the social distancing policy that mandated all activities take place within one's own house. One of the implement…
View article: Enhancing cybersecurity resilience through advanced red-teaming exercises and MITRE ATT&CK framework integration: A paradigm shift in cybersecurity assessment
Enhancing cybersecurity resilience through advanced red-teaming exercises and MITRE ATT&CK framework integration: A paradigm shift in cybersecurity assessment Open
As cybersecurity threats evolve alarmingly, conventional defense strategies are becoming increasingly ineffective. In response to this urgent challenge, our study presents a transformative approach to red-teaming exercises by integrating t…
View article: Evaluasi Proses Bisnis Layanan Mahasiswa Baru Di Perguruan Tinggi Menggunakan Capability Maturity Model Integration
Evaluasi Proses Bisnis Layanan Mahasiswa Baru Di Perguruan Tinggi Menggunakan Capability Maturity Model Integration Open
Proses bisnis merupakan hal penting yang dapat menentukan kesuksesan dan keselarasan dari tujuan suatu perusahaan atau organisasi. Penelitian ini bertujuan untuk mengetahui seberapa matang proses bisnis layanan mahasiswa baru di Universita…
View article: Data Monetization Service Development Using Iterative Lifecycle Framework, Quality Assurance, and Open Web Application Security Project: A Case Study of a Utility Company in Indonesia
Data Monetization Service Development Using Iterative Lifecycle Framework, Quality Assurance, and Open Web Application Security Project: A Case Study of a Utility Company in Indonesia Open
The research aims to provide Data Monetization (DM) services for an Indonesian utility company as a pilot to generate additional revenue beyond the primary operation. The service is built using an iterative development lifecycle framework …
View article: System development for enhancing social media advertisement engagement through XLNet-based personality classification
System development for enhancing social media advertisement engagement through XLNet-based personality classification Open
This research focuses on addressing the challenge of implementing personalized advertisements in the retail industry, where existing methods often face complexities that hinder their swift and large-scale adoption. The primary objective of…
View article: The Crucial Role of Red Teaming: Strengthening Indonesia's Cyber Defenses Through Cybersecurity Drill Tests
The Crucial Role of Red Teaming: Strengthening Indonesia's Cyber Defenses Through Cybersecurity Drill Tests Open
View article: Development of a data governance framework of MOOC providers in Indonesia
Development of a data governance framework of MOOC providers in Indonesia Open
Massive open online courses (MOOCs) are intentionally designed to be easily accessible to many learners, regardless of their academic level or age. MOOCs leverage internet-based technology, allowing anybody with an internet connection to h…
View article: Airline reviews processing: Abstractive summarization and rating-based sentiment classification using deep transfer learning
Airline reviews processing: Abstractive summarization and rating-based sentiment classification using deep transfer learning Open
Opinion summarization and sentiment classification are key processes for understanding, analyzing, and leveraging information from customer opinions. The rapid and ceaseless increase in big data of reviews on e-commerce platforms, social m…
View article: The Decision-Support Modeling with Fuzzy Analytic Hierarchy Process (AHP) to Determine the Career Path for Bachelor Informatics Students
The Decision-Support Modeling with Fuzzy Analytic Hierarchy Process (AHP) to Determine the Career Path for Bachelor Informatics Students Open
The pursuit of success in one's chosen profession is a universal aspiration that requires individuals to engage in competition, not just domestically but also internationally, particularly in today's era of globalization. The rapid advance…
View article: PersoNet: A Novel Framework for Personality Classification-Based Apt Customer Service Agent Selection
PersoNet: A Novel Framework for Personality Classification-Based Apt Customer Service Agent Selection Open
Personality classification has garnered significant interest in psychology, computational social science, and Machine Learning (ML) due to its wide-ranging applications. This paper presents PersoNet, an innovative framework developed to id…
View article: Efficiency of Multi-Language Data Serialization for Hybrid Cloud-Edge HRIS
Efficiency of Multi-Language Data Serialization for Hybrid Cloud-Edge HRIS Open
View article: Toward Digital Transformation Adoption: A Conceptual Framework from Transformational Leadership Perspective
Toward Digital Transformation Adoption: A Conceptual Framework from Transformational Leadership Perspective Open
Digital transformation is about transforming processes, business models, domains, and culture. Studies show that the failure rate of digital transformation is quite high up to 90%. Studies show that the transformational leadership model ha…
View article: Optimizing Bug Bounty Programs for Efficient Malware-Related Vulnerability Discovery
Optimizing Bug Bounty Programs for Efficient Malware-Related Vulnerability Discovery Open
Conventional security measures struggle to keep pace with the rapidly evolving threat of malware, which demands novel approaches for vulnerability discovery. Although Bug Bounty Programs (BBPs) are promising, they often underperform in att…
View article: Digital Transformation Governance at the Organization Using IT Infrastructure Library Framework
Digital Transformation Governance at the Organization Using IT Infrastructure Library Framework Open
Nowadays, most of our daily activities are assisted electronically due to not only time effectiveness but also activity efficiency. Processes that once could only be completed at the office are now able to be done anywhere and anytime, as …
View article: Review of: "Business projects need to be handled differently from construction projects"
Review of: "Business projects need to be handled differently from construction projects" Open
View article: Measuring the Influence of Mobile Prototype Augmented Reality Applications for Written Batik Clothes using the SOR Model
Measuring the Influence of Mobile Prototype Augmented Reality Applications for Written Batik Clothes using the SOR Model Open
This study aims to analyze how user acceptance of the augmented reality feature uses the Stimulus Organism Responses (SOR) theory of the virtual try-on feature on the Prototype of the Written Batik Apparel application, namely Batiqiyan, an…
View article: A Machine Learning Approach for Model Selection of Social Aid Beneficiaries
A Machine Learning Approach for Model Selection of Social Aid Beneficiaries Open
Identifying and providing well-targeted social assistance to potential beneficiaries for poverty alleviation is important for achieving the Sustainable Development Goals (SDGs) targets.Machine learning algorithms can be a solution in achie…
View article: Implementation of K-Means Clustering for Classification of Total Transaction and Seasonal Correlation on Online Retail Shop
Implementation of K-Means Clustering for Classification of Total Transaction and Seasonal Correlation on Online Retail Shop Open
E-commerce growth has been increasing rapidly for the past few years, and it's already become an important part for customers or retailers to sell and buy products with no bound of distances.With e-commerce having a lot of transaction data…
View article: A model of service-oriented architecture of e-certification system to support boat registration and site visit inspection to support maritime safety and crew health inspection
A model of service-oriented architecture of e-certification system to support boat registration and site visit inspection to support maritime safety and crew health inspection Open
This article describes the architecture of software services that provide registration of small boat data to build maritime safety. The proposed system architecture which so-called SIMKAPEL aims to support small boat registration for marit…
View article: A data package for abstractive opinion summarization, title generation, and rating-based sentiment prediction for airline reviews
A data package for abstractive opinion summarization, title generation, and rating-based sentiment prediction for airline reviews Open
Customer reviews are valuable resources containing customer opinions and sentiments toward the product. The reviews are informative but can be quite lengthy or may contain repetitive information calling for opinion summarization systems th…
View article: Table of Contents
Table of Contents Open
View article: Architectural Model and Modified Long Range Wide Area Network (LoRaWAN) for Boat Traffic Monitoring and Transport Detection Systems in Shallow Waters
Architectural Model and Modified Long Range Wide Area Network (LoRaWAN) for Boat Traffic Monitoring and Transport Detection Systems in Shallow Waters Open
Monitoring the movement of boats in shallow waters requires a real-time monitoring system. However, for small-size wooden boats, they are still monitored manually, and data is unavailable in real time, which makes it difficult to effective…