• Title/Summary/Keyword: mobile model

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Factors That Influence Consumer Satisfaction with Mobile Payment : The China Mobile Payment Market

  • Wang, Yuanyuan;Seo, Joo Hwan;Song, Woon-Kyung
    • International Journal of Contents
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    • v.15 no.4
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    • pp.82-88
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    • 2019
  • The purpose of this study was to investigate the key factors that influence consumers' preference for mobile payment in China. China has been quietly experiencing a third technological revolution that has markedly changed the way of life for its people. We used the structural equation modeling with 573 Chinese people to investigate the mobile-payment system in China based on the technology acceptance model. We found that factors such as value of service, security, convenience, and perceived usefulness have an impact on consumer satisfaction, and that satisfaction supports consumer purchasing. Also, it is possible to conclude that this proven instrument will assist researchers to further develop and refine mobile-payment research models.

Forecasting Multi-Generation Diffusion Demand based on System Dynamics : A Case for Forecasting Mobile Subscription Demand (시스템다이내믹스 기반의 다세대 확산 수요 예측 : 이동통신 가입자 수요 예측 적용사례)

  • Song, Hee Seok;kim, Jae Kyung
    • Journal of Information Technology Applications and Management
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    • v.24 no.2
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    • pp.81-96
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    • 2017
  • Forecasting long-term mobile service demand is inevitable to establish an effective frequency management policy despite the lack of reliability of forecast results. The statistical forecasting method has limitations in analyzing how the forecasting result changes when the scenario for various drivers such as consumer usage pattern or market structure for mobile communication service is changed. In this study, we propose a dynamic model of the mobile communication service market using system dynamics technique and forecast the future demand for long-term mobile communication subscriber based on the dynamic model, and also experiment on the change pattern of subscriber demand under various scenarios.

Mobile health service user characteristics analysis and churn prediction model development (모바일 헬스 서비스 사용자 특성 분석 및 이탈 예측 모델 개발)

  • Han, Jeong Hyeon;Lee, Joo Yeoun
    • Journal of the Korean Society of Systems Engineering
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    • v.17 no.2
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    • pp.98-105
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    • 2021
  • As the average life expectancy is rising, the population is aging and the number of chronic diseases is increasing. This has increased the importance of healthy life and health management, and interest in mobile health services is on the rise thanks to the development of ICT(Information and communication technologies) and the smartphone use expansion. In order to meet these interests, many mobile services related to daily health are being launched in the market. Therefore, in this study, the characteristics of users who actually use mobile health services were analyzed and a predictive model applied with machine learning modeling was developed. As a result of the study, we developed a prediction model to which the decision tree and ensemble methods were applied. And it was found that the mobile health service users' continued use can be induced by providing features that require frequent visit, suggesting achievable activity missions, and guiding the sensor connection for user's activity measurement.

A Study on the Influence of the Elderly's Will to Use Mobile Payments in China and Korea

  • LIU, ZIYANG;LI, WEIJIA
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.01a
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    • pp.191-194
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    • 2022
  • This article aims to study the influence of the motivation and resistance of mobile payment on the willingness of elderly users to use it. A model for the willingness to use mobile payment is constructed based on the UTAUT model, using elderly people in China and South Korea as the research subjects. We found the following conclusions after analyzing the data with SPSS and AMOS, In general, social influence and performance expectations are the biggest drivers for mobile payment adoption among seniors, while perceived risk and cost are the biggest obstacles. This research can provide useful recommendations for the formulation of corporate strategies and provide new development directions and enlightenments for mobile payment companies.

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Path Following Control For Mobile Robots Using Model Algorithm Control (모델 알고리즘 제어를 이용한 이동 로봇의 경로 추적 제어)

  • Zhang, Yuanliang;Chong, Kil-To
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.261-262
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    • 2007
  • This paper proposed a model algorithm control (MAC) method for trajectory tracking control of the differentially steeredwheeled mobile robots (WMRs) subject to nonholonomic constraint. The dynamic model of the wheeled mobile robot is presented and used as the model to be controlled. The performance of the proposed control algorithm is verified via computer simulations in which the WMR is controlled to track several different reference paths. It is shown that the control strategy is feasible.

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Channel Modeling for Mobile-to-Mobile Communications Based on IEEE 802.16n (IEEE 802.16n 기반 단말간 직접통신을 위한 채널 모델링)

  • Lee, Sae-Rom;Lee, Kyu-Bum;Chang, Sung-Cheol;Yoon, Chul-Sik;Choi, Ji-Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.9A
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    • pp.767-775
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    • 2011
  • In this paper, we propose a new multi-input multi-output (MIMO) channel modeling method for mobile-to-mobile (M2M) communications based on IEEE 802.16n. To reflect the mobilities at the transmitter and the receiver, we propose a new channel model by invoking the geometrical two-ring scattering model and modifying the conventional IEEE 802.16m fixed-to-mobile (F2M) channel model considering M2M communication environments. Through computer simulations, we analyze the statistical properties of proposed channel model in terms of the time correlation and the spatial correlation. Finally, the performance of the system using the proposed M2M channel model is compared with that using the conventional 802.16m F2M channel model by link level simulations.

Path Following Control of Mobile Robot Using Lyapunov Techniques and PID Cntroller

  • Jin, Tae-Seok;Tack, Han-Ho
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.11 no.1
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    • pp.49-53
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    • 2011
  • Path following of the mobile robot is one research hot for the mobile robot navigation. For the control system of the wheeled mobile robot(WMR) being in nonhonolomic system and the complex relations among the control parameters, it is difficult to solve the problem based on traditional mathematics model. In this paper, we presents a simple and effective way of implementing an adaptive following controller based on the PID for mobile robot path following. The method uses a non-linear model of mobile robot kinematics and thus allows an accurate prediction of the future trajectories. The proposed controller has a parallel structure that consists of PID controller with a fixed gain. The control law is constructed on the basis of Lyapunov stability theory. Computer simulation for a differentially driven nonholonomic mobile robot is carried out in the velocity and orientation tracking control of the nonholonomic WMR. The simulation results of wheel type mobile robot platform are given to show the effectiveness of the proposed algorithm.

Simulation of Mobile Robot Navigation based on Multi-Sensor Data Fusion by Probabilistic Model

  • Jin, Tae-seok
    • Journal of the Korean Society of Industry Convergence
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    • v.21 no.4
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    • pp.167-174
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    • 2018
  • Presently, the exploration of an unknown environment is an important task for the development of mobile robots and mobile robots are navigated by means of a number of methods, using navigating systems such as the sonar-sensing system or the visual-sensing system. To fully utilize the strengths of both the sonar and visual sensing systems, In mobile robotics, multi-sensor data fusion(MSDF) became useful method for navigation and collision avoiding. Moreover, their applicability for map building and navigation has exploited in recent years. In this paper, as the preliminary step for developing a multi-purpose autonomous carrier mobile robot to transport trolleys or heavy goods and serve as robotic nursing assistant in hospital wards. The aim of this paper is to present the use of multi-sensor data fusion such as ultrasonic sensor, IR sensor for mobile robot to navigate, and presents an experimental mobile robot designed to operate autonomously within indoor environments. Simulation results with a mobile robot will demonstrate the effectiveness of the discussed methods.

A Study on the Factors Influencing Mobile Service Usage (모바일 서비스 사용의 영향 요인에 관한 연구)

  • Moon Hyun-Pil;Ok Seok-Jae
    • The Journal of Information Systems
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    • v.14 no.2
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    • pp.133-154
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    • 2005
  • The objective of this study is to find the factors influencing the use of mobile service. We extracted critical study variables according to literature reviews about adoption of information systems, those under the internet environment and mobile internet adoption for theoretical foundation. TAM suggested by Davis(1985) has explained the acceptance mechanism with the following constructs: perceived usefulness, perceived ease of use, attitude toward use, behavioral intention and actual usage. After studying prior literature reviews, this study investigated the group of people using mobile services. The result of study claims that it has same results with previous TAM, especially between personal innovativeness and attitude toward use have strong statistical relations. On the other hand, there haven't been any statistical relations between perceived ease of use and perceived usefulness and between perceived usefulness and behavioral intention, either. In conclusion, use of mobile service can be promoted by developing various kinds of mobile service, designing device and interface to use mobile service more convenience and familiar, stimulating user's innovative characters and recognizing mobile service more useful in real life.

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A Study on the Determinants of Intention to Use Mobile Banking (모바일뱅킹 사용의도의 영향요인에 관한 연구)

  • Moon, Yong-Eun;Jung, Eau-Jin
    • The Journal of Information Systems
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    • v.13 no.2
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    • pp.89-117
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    • 2004
  • Mobile technologies and services have become one of the inevitable parts of people's lives and mobile businesses have also been widespread. Popular mobile internet services through cell phones have made people in the financial industry consider that 'mobile' is promising. Nevertheless, there have been little studies of mobile services in the financial industry and most of the studies have been concentrated on internet services. The main purpose of this study is to investigate on the determinants of intention to use mobile banking. To achieve the goal, based on the theoretical backgrounds of the Technology Acceptance Model(TAM). Survey questionnaires were distributed via post & email to 500 users who have been experiences with cell phone and have an account. Out of 291 responded questionnaires, 275 data sets were available for statistical analysis with SPSS 10.1. Research hypotheses are analyzed by LISREL 8.30. Factor analysis identified seven external factors : (1) convenience, (2) cost, (3) unusefulness, (4) riskiness, (5) personal innovativeness (6) users' self-efficacy (7) experience of mobile services. Results of this study show that convenience, unusefulness, riskiness, personal innovativeness and experience of mobile services have significant effects on intention to use mobile banking . Much of the previous researches have dealt with service provider only and have focused on mobile internet. In this regard, when it comes to a viewpoint that regards the mobile banking sector as a new sector of mobile businesses. This study may provide a guideline to activate of mobile banking acceptance.

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