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检索条件"机构=Master Program in Information Systems"

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Assessing the Usability and User Acceptance of an E-Commerce Application Through a Combined SUMI and TAM Framework 5

Assessing the Usability and User Acceptance of an E-Commerce...

引用

5th International Conference on Advances in Electrical, Electronics and Computing Technology, EECT 2025

作者： Immanuel, Jason Thoyyibah, T. Information Systems Management Department BINUS Graduate Program-Master of Information System Management Bina Nusantara University Jakarta Indonesia

ISBN: (纸本)9798331541545

In this study, a combined approach using the Software Usability Measurement Inventory (SUMI) and the Technology Acceptance Model (TAM) is employed to evaluate an e-commerce application's usability and user acceptance. Usability plays a significant role in shaping consumer satisfaction, while user acceptance is crucial for the application's success in a competitive market. This research explores how users interact with the platform, aiming to identify usability issues and factors influencing user acceptance. Key usability criteria, including visual appeal, information clarity, and ease of navigation, are analyzed alongside TAM constructs such as perceived usefulness and ease of use. The study's primary objective is to uncover the platform's strengths and weaknesses, providing insights into functionality, design, and user acceptance. By addressing identified usability concerns and understanding the factors driving user adoption, the research aims to enhance customer satisfaction and engagement. Ultimately, the findings are expected to guide the development of a more user-friendly interface, improving the e-commerce platform's overall effectiveness, user experience, and market competitiveness. © 2025 IEEE.

关键词： User experience

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Predicting Flight Delays at Soekarno-Hatta Airport Using Machine Learning: a Comparative Analysis of Random Forest and Gradient Boosting with SMOTE

Predicting Flight Delays at Soekarno-Hatta Airport Using Mac...

引用

2024 International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2024

作者： Kusumasetya, Ade Miranda, Eka Garduate Program - Master of Information Systems Management Bina Nusantara University Information Systems Management Department BINUS Jakarta11480 Indonesia School of Information Systems Bina Nusantara University Information Systems Department Jakarta11480 Indonesia

ISBN: (纸本)9798350368802

This research aimed to perform a comparative analysis of Random Forest and Gradient Boosting models with SMOTE. The study evaluated these two models to assess their performance. Applied upsampling techniques, such as SMOTE (Synthetic Minority Over-sampling Technique), to enhance their performance, with particular emphasis on investigating how upsampling improved predictions, especially for unbalanced data. The models were thoroughly trained and tested, both with and without upsampling, for a comprehensive comparison. The results showed that both Random Forest and Gradient Boosting models exhibited improved accuracy with upsampling, indicating their effectiveness in dealing with flight delays at Soekarno-Hatta Airport based on a dataset of 1.5 million records flight from 2018 to 2022. From the research, the Gradient Boosting model with SMOTE stood out with the highest values, showcasing its performance: Accuracy (Acc): 91.17%, Area Under the Curve (AUC): 0.97, Precision (Prc): 91.15%, Recall (Rec): 91.20%, F1-S core (F1-S): 91.18%, and Processing Time: 01:43 minutes. These results had implications for improved planning and passenger satisfaction, demonstrating progress in the prediction of flight delays. © 2024 IEEE.

关键词： Prediction models

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Introducing Cloud-Based Performance Monitoring Technology for Industrial Facilities that Keeps up with the 4.0 Industrial Revolution 10

Introducing Cloud-Based Performance Monitoring Technology fo...

引用

10th International Conference on Smart Computing and Communication, ICSCC 2024

作者： Sardjono, Wahyu Maryani Retnowardhani, Astari BINUS Graduate Program - Master of Information Systems Management Bina Nusantara University Information Systems Management Department Jakarta11480 Indonesia Bina Nusantara University School of Information Systems Information Systems Department Jakarta11480 Indonesia

ISBN: (纸本)9798350363104

This study examines the state of affairs now and what lies ahead in terms of technology from the viewpoint of pilot projects, which are crucial in promoting the adoption of Industry 4.0. The program culminates in the development of a dynamic platform designed to evaluate and contrast many customized solutions that cater to the distinct needs of enterprises. Industry 4.0 developments present a plethora of design options, but businesses must develop internal solutions that best fit their requirements, taking into account factors like safety, affordability, and the possibility of requiring specialist knowledge that may need to be outsourced. The platform, which is now in use, has a cloud-based system for tracking control loop performance (CLPM), which serves as an all-inclusive communication module that efficiently collects and manages data. The document provides specific technical information about the pilot-scale module's implementation, providing an overview of ongoing work. The project's scope has expanded to encompass the system's integration of new capabilities, including live data analysis, job supervision, and a CLPM scheme that can handle factories with dispersed operations across several regions. As such, the discussion delves into the platform's incremental evolution, emphasizing the progress made in the technologies utilized. © 2024 IEEE.

关键词： 4.0 industrial revolution control loop performance industrial facilities performance monitoring presenting cloud-based

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Building Mathematical Models for Company Strategy Formulation in Implementing Knowledge Management systems 10

Building Mathematical Models for Company Strategy Formulatio...

引用

10th International Conference on Smart Computing and Communication, ICSCC 2024

作者： Sardjono, Wahyu Retnowardhani, Astari Kristin, Desi Maya Bina Nusantara University BINUS Graduate Program Master of Information Systems Management Information Systems Management Department Jakarta11480 Indonesia School of Information Systems Bina Nusantara University Information Systems Department Jakarta11480 Indonesia

ISBN: (纸本)9798350363104

This manuscript provides an overview of building a mathematical model to formulate the conditions of a company's knowledge management system that is currently running. Tight competition in the business world makes efforts to seek innovation from several knowledge assets owned by organizations to maximize the use of intangible asset resources available to each individual and organization. Through optimal management, a competitive advantage will be obtained for the company by obtaining innovative ideas based on knowledge management theory. The use of factor analysis methods can be used to look for determining factors for the success of implementing a knowledge management system (KMS) and regression analysis methods can also be used to build mathematical models. The research results provide strategies to improve success factors in KMS implementation and contribute to the development of more effective and efficient implementation strategies for knowledge management and organizational goals toward corporate competitive advantage. © 2024 IEEE.

关键词： competitive advantage exploratory factor analysis innovation knowledge management mathematic model

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Design Smart Contract Based on Blockchain for Peer-To-Peer Lending Platform 10

Design Smart Contract Based on Blockchain for Peer-To-Peer L...

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10th International Conference on ICT for Smart Society, ICISS 2023

作者： Legowo, Nilo Hawari, Nubli Karlina, Taruly Tanuwijaya, Eric Mahendra, Kanda Bina Nusantara University Binus Graduate Program-Master of Information Systems Management Information Systems Management Department Jakarta11480 Indonesia Bina Nusantara University Master of Information Systems Management Department Binus Graduate Program Jakarta11480 Indonesia

ISBN: (纸本)9798350339543

Technology advancement generates new opportunities to make current business flow simpler and efficient, especially in P2P lending business model. Many companies create online digital platforms to promote new customer experience as marketplace or mediator between lender and borrower to make it easier to interact with each other's. Often transactions that happen inside the platform is not transparent that many lenders accidentally lend their money to problematic borrowers, resulting the lender cannot get their money on time. The purpose of this research is to design a smart contract system in marketplace lending using blockchain technology. The lack of lender control and trust in P2P lending platforms to select the right borrowers can be overcome by implementing blockchain systems and smart contracts. The findings of the field study and literature review show that not only blockchain and smart contracts can provide lenders with better information when selecting borrowers to carry out various transparent transactions, but also speed up the lending business process itself. In the blockchain system, all historical data is stored and thus can improve the process of checking data in the system. Implementing a blockchain and smart contract system on a P2P lending platform can increase trust, reduce delays and be more transparent. © 2023 IEEE.

关键词： Smart contract

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Team Management Development Through Gamification Method 11

Team Management Development Through Gamification Method

引用

11th International Conference on ICT for Smart Society, ICISS 2024

作者： Wang, Gunawan Saputra, Agusta Dirga Binus Graduate Program-Master of Information Systems Management Bina Nusantara University Information Systems Management Department Jakarta Indonesia Riau Province Pangkal Pinang Indonesia

ISBN: (纸本)9798350389654

Team management is essential to achieve common goals. Although it sounds important, many organisations do not have appropriate framework to support developing an effective teamwork. As a result, organisations face high dissatisfactions, poor quality of work and high turnover. The article takes a case study of Spectrum Radio-Frequency Monitoring (SRFM) department, Ministry of Communication and information, Pangkal Pinang, Riau. The SRFM has around 25 staff (divided into 6 task forces) are provided around 104 tasks to complete annually. There was no proper task management structure is found to manage those tasks. The stress level amongst staffs is quite along with dissatisfactions and high turnover. The article proposes improving collaboration mechanism by using MDA (gamification) method. The gamification is selected due to its popularity in promoting motivation and morale of staff in business. The outcome is expected to provide effective teamwork to reach common goals. © 2024 IEEE.

关键词： Human resource management

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Sharding Blockchain Model to Reduce The Costs of Presidential Elections In Indonesia Base on Blockchain Technology 2

Sharding Blockchain Model to Reduce The Costs of Presidentia...

引用

2nd IEEE International Conference on Electrical Engineering, Computer and information Technology, ICEECIT 2024

作者： Inayatulloh Thoyyibah, T. Information Systems Department School of Information system Bina Nusantara University Jakarta11480 Indonesia Information Systems Management Department BINUS Graduate Program – Master of Information Systems Management Bina Nusantara University Jakarta11480 Indonesia

ISBN: (数字)9798331504373

ISBN: (纸本)9798331504373

Presidential elections in Indonesia are held every five years as part of political and democratic activities to elect Indonesia's future leaders. Currently, the presidential election process is supported by a conventional information system that collects vote count results per region and accumulates them in stages at the national level. The data and information produced by this system are at high risk of being manipulated. Several cases in the 2024 Indonesian presidential election show a lot of fraud by manipulating the vote count results. Several studies propose the use of a system based on blockchain technology to increase transparency and security in collecting vote count results in the presidential election in Indonesia. However, the vast territory of Indonesia, spread over several islands with hundreds of millions of voters, makes blockchain technology inefficient for presidential elections in Indonesia. Thus, the problem statement of this research is how the concept of blockchain sharding can increase the efficiency of applying blockchain technology to presidential elections in Indonesia. The research uses a qualitative approach with a literature review regarding blockchain technology-based systems to support presidential elections in Indonesia and the concept of blockchain sharding. The research output is a blockchain sharding adoption model to increase the efficiency of adopting blockchain technology for the presidential election in Indonesia. The paper also includes simulations with the Hyperledger. © 2024 IEEE.

关键词： Blockchain

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Designing Service Oriented Architecture Model in Sehatin Application with a Domain Driven Design Approach 8

Designing Service Oriented Architecture Model in Sehatin App...

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8th International Conference on information Management and Technology, ICIMTech 2023

作者： Legowo, Nilo Erin Lee, Eugenius Hansel Djakaria, Merryta Bina Nusantara University Jakarta Binus Graduate Program - Master of Information Systems Management Information Systems Management Department 11480 Indonesia

ISBN: (纸本)9798350326093

Technology is required to be a solution in dealing with various fields that are negatively affected by the spread of the Covid-19 virus, one of which is in the health sector. There is a change in people's behavior who previously did not exercise to Started the habit of exercising during the pandemic and exercising at home (home workout) became the most popular type of exercise done. There are so many Home workout Application has been developed with their unique features but this makes people have to open many applications according to their needs so it is less effective. This research aims to design service oriented architecture model for home workout applications in this case Call a 'sehatin' application, that can help people to use various features in one integrated platform, The method used in designing the service oriented architecture (SOA) model uses the Domain Driven Design (DDD). The results obtained are the integration of several integrated home workout applications, the system can provide services according to the applications needed, so that the applications can be used by the public to access data service in a situation more efficient. © 2023 IEEE.

关键词： Design

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Image Classification of the Fertility Level of Chili Using Convolutional Neural Network 8

Image Classification of the Fertility Level of Chili Using C...

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8th International Conference on information Management and Technology, ICIMTech 2023

作者： Salim, Richard Fajar, Ahmad Nurul Binus Graduate Program - Master of Information Systems Management Bina Nusantara University Information Systems Management Department Jakarta11480 Indonesia

ISBN: (纸本)9798350326093

Potential exports from Indonesia's economy include agricultural products. Red chilies, especially the curly red chili, are one possible horticultural product that might be produced. For the longest time, the process of sorting chili by various firms in the processing sector, chili exporters, and chili farmers has traditionally been done manually and includes several human resources as the decision-maker. The process of sorting chili manually has many disadvantages, such as the long time required, human visual limitations, and the psychic conditions of the observer. The development of machine learning image processing technology makes it possible to sort agricultural products and plantations automatically. One of the deep machine learning methods techniques is VGG16 models from the Convolutional Neural Network method which currently has the most significant result in image recognition is VGG16 models. The classification accuracy value obtained is 93.3% with kernel size 3x3 and batch size 32 at epochs 50 using the RGB input image. © 2023 IEEE.

关键词： Agricultural products

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Key Performance Indicators of Corporate information systems Strategic Planning for Competitive Advantage 5

Key Performance Indicators of Corporate Information Systems ...

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5th International Conference on Advancement in Data Science, E-Learning and information systems, ICADEIS 2023

作者： Sardjono, Wahyu Bina Nusantara University BINUS Graduate Program - Master of Information Systems Management Information Systems Management Department Jakarta11480 Indonesia

ISBN: (纸本)9798350303414

This study aims to identify the determinants of information system strategic planning in companies that are considered not in line with corporate strategic planning. There is a discrepancy between performance targets and their achievement, it is urgently necessary to carry out an evaluation related to the performance indicators used and the method of measuring performance. So that the long-term targets that are not achieved, the annual targets for the current year, can be identified with certainty the causal factors. Once these factors are identified, a model that succeeds in achieving the strategic goals developed by the company will provide steps for the company that can be used as a reference in the future. A quantitative approach through a questionnaire as a research instrument was carried out and data processing used factor analysis and regression analysis. The results obtained indicate that there are three factors that affect alignment between corporate strategic planning and corporate information system strategic planning, namely new factors related to the leadership model & company support, the target of achieving business performance, and awareness of understanding company policies and directives. The existence of this new factor is important for the success of companies engaged in the management of clean water and sanitation because it achieves alignment between the company's planning strategy and the company's information system planning strategy and can be modeled. © 2023 IEEE.

关键词： Factor analysis

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