• Title/Summary/Keyword: user satisfaction model

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Hybrid Recommendation Algorithm for User Satisfaction-oriented Privacy Model

  • Sun, Yinggang;Zhang, Hongguo;Zhang, Luogang;Ma, Chao;Huang, Hai;Zhan, Dongyang;Qu, Jiaxing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.10
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    • pp.3419-3437
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    • 2022
  • Anonymization technology is an important technology for privacy protection in the process of data release. Usually, before publishing data, the data publisher needs to use anonymization technology to anonymize the original data, and then publish the anonymized data. However, for data publishers who do not have or have less anonymized technical knowledge background, how to configure appropriate parameters for data with different characteristics has become a more difficult problem. In response to this problem, this paper adds a historical configuration scheme resource pool on the basis of the traditional anonymization process, and configuration parameters can be automatically recommended through the historical configuration scheme resource pool. On this basis, a privacy model hybrid recommendation algorithm for user satisfaction is formed. The algorithm includes a forward recommendation process and a reverse recommendation process, which can respectively perform data anonymization processing for users with different anonymization technical knowledge backgrounds. The privacy model hybrid recommendation algorithm for user satisfaction described in this paper is suitable for a wider population, providing a simpler, more efficient and automated solution for data anonymization, reducing data processing time and improving the quality of anonymized data, which enhances data protection capabilities.

A Study on the Relationships among SNS Characteristics, Satisfaction and User Acceptance

  • Ko, Changbae;Yoon, Jongsoo
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.11
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    • pp.143-150
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    • 2015
  • Social network services can be defined as an individual web page which enables online, human-relationship building by collecting useful information and sharing it with specific or unspecific people. Recently, as the social network services(SNS) such as Twitter and Facebook have been paid attention in many fields of the society. SNSs are also one of the fastest channels to get news which people may not be able to see on TV or newspaper. The number of people who feel they are benefiting from social network services are increasing dramatically. A number of researches about SNS are underway. The study based on the Technology Acceptance Model empirically investigates the relationship between characteristics of SNS (system, service, information, and emotional) and user satisfaction of SNS. The study also analyzes how the relationshipa between SNS characteristics, satisfaction and user acceptance are moderated by country type of SNS users and inclination toward SNS acceptance. To achieve these research purposes, the study conducted various statistical analyses using questionnaire of the Korean and Chinese SNS users. The results of the study are followings. First, SNS characteristics have a positive effect to the user satisfaction. Second, SNS satisfaction have a positive effect to the user acceptance. Third, the relationship between SNS characteristics and user satisfaction is moderated by the country type of SNS users and inclination toward SNS acceptance. The study results could provide some implications to researchers who have interest in studying SNS, also could help business managers to operate and develop their SNS site more effectively.

Asymmetric Impact of IS Quality on User Satisfaction: Development of Resource Allocation Strategy of e-Government in Agriculture

  • Park, Heun Dong;Kim, Haneul
    • Agribusiness and Information Management
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    • v.5 no.1
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    • pp.42-54
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    • 2013
  • Information System (IS) Success Model proposed by DeLone and McLean is applied as a successful operation tool of information system, with its basic assumption of symmetric relationship between independent variables and dependent variables of the structural equation modeling. However, because previous studies have proved asymmetry of quality factors' influence structure on dependent variable by applying three-factor analysis, this study examined asymmetry of impact structure of quality factors introduced in IS Success Model on user satisfaction. Also the study applies structure equation modeling (SEM), three-factor analysis and importance and performance analysis (IPA) to develop resource allocation strategy for IS success. The study is able to provide IS practitioners with strategic implications for allocating and managing limited resources more effectively.

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A Study on the Conceptual Model of Evaluation of Information System Centered on User Satisfaction (사용자 만족도를 중심으로 한 정보시스템평가의 개념적 모형에 대한 연구)

  • 유상진;이선영
    • Journal of Korea Society of Industrial Information Systems
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    • v.4 no.3
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    • pp.59-70
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    • 1999
  • Scholars and researcher have carried out many studies attempting to measure the user satisfaction as the performance variable of information system. However, the theoretical investigation has not been clearly conducted due to the differences in concepts, variables, and methods in measurement. Thus, it is important to examine the causes of differences and to suggest to conceptual model. First, an extensive review of the previous studies is presented to identify the concepts, methods, and the limitations. Second, the implications of the literature review are discussed. Third, based on the implications, the conceptual model of evaluation of information system composed of the factors influencing user satisfaction is suggested. This model analyzes the explicit interrelationship between the influencing factors (independent variable) and the measuring factors (dependent variable). The model also assesses the correlation and the relative importance among the independent variables.

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The Effects of Mobile Application Quality on Satisfaction and Intention to Pay Mobile Application (모바일 애플리케이션의 품질이 사용자 만족과 애플리케이션 지불의도에 미치는 영향)

  • Kim, Sang-Hyun;Park, Hyun-Sun
    • The Journal of Information Systems
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    • v.20 no.3
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    • pp.81-109
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    • 2011
  • The increase in the number of smartphone users has recently been steep, which started to offer companies and individuals more opportunities to enter into a new business field. Furthermore, the smartphone applications have become one of the hottest topics inside and outside the mobile industry. Still the market is in its infancy and intention to pay of charged application of most smartphone users is relatively low. However, rate of charged application in appstore is expected to be increase steadily for some years to come. In this perspective, it is important to consider the smartphone mobile application. Research on smartphone application is still in its early stage. Thus, the purpose of this study is to find what are the effective factors on user satisfaction and intention to pay of mobile application. Based on information system success model, we proposed system quality(stability, usability, security), information quality(timeliness, accuracy, enjoyment) and service quality(reactivity, reliability, empathy) as factors to effect on user satisfaction in mobile application. The results showed that stability, usability, timeliness, accuracy, enjoyment, reactivity and empathy affected significantly user satisfaction. The relationship among satisfaction and intention to pay of mobile application was significantly supported. The implications of the findings is that firms and individual developers of mobile application should focus on customer retention through enhancing satisfaction and quality.

Empirical Analysis of User Information Satisfaction in the SMB Environment (중소기업 정보화 도입을 통한 고객만족도에 관한 연구)

  • Chung, Sung-Taek;Jung, Jin-Taek;Joo, Hyung-Kun;Kwon, Joong-Gil
    • International Commerce and Information Review
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    • v.10 no.3
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    • pp.59-73
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    • 2008
  • The current research utilized as its target population who are current users of global small to medium sized companies in Korea. The research validated the innovative dimensions by studying the two constructs within the context of the SMB user population. Correlation was found between innovative dimensions retained as components of a Comprehensive Model. It was determined that these four dimensions-Content, Intrinsic Interest, Control, and Timeliness-are significant predictors of user success. The Comprehensive Model was validated, and it is therefore suggested as a basis for further study of user success indicators in the innovative manufacturing enterprise environment.

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A Study of the Effect on the End-User Satisfaction Changing Information Center in Systems Perspective (시스템측면에서의 정보센터 개념변화가 사용자 만족도에 미치는 영향에 관한 연구)

  • 윤중현
    • Journal of the Korean Society for information Management
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    • v.20 no.1
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    • pp.75-91
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    • 2003
  • The purpose of this study is to identify the new roles and services of information center that is affected by changing information technology and end-user computing environment. A user satisfaction model has been used and hypotheses are developed to find relationships information center service evaluation factors. The hypotheses have been tested with 41 user surveys. This study presents the relationship between certain information center management variables and the end-user satisfaction applying organization-wide information service. The result of this research can give an insight of the evaluation of information center service activities.

A Study on User Satisfaction and Continuity Usage Intention in the Automotive Industry: Focusing on the Expectation Confirmation Model (자동차 산업에서의 사용자만족과 지속사용의도에 관한 연구: 기대일치모형을 중심으로)

  • Han, Sang In;Chang, Seog Ju
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.16 no.5
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    • pp.189-203
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    • 2021
  • Environmental changes, which are strongly requiring technological cooperation, such as technological development and strategic alliances according to industrial ecosystem change, have a significant impact on not only product quality but also services. Thus, there is a need for 'servitization' that can satisfy the needs of customers and the ecosystem of businesses through the convergence of manufacturing companies and services. This study uses the Expectation-Confirmation Model to examine the impact on user satisfaction and Continuance Usage Intention. Research(Study) was conducted on users who are using high-tech-based cars. For this, we used Expectation Confirmation(match expections for the user's pre-and post-use relationships), Perceived Ease, Perceived Usefulness, User Satisfaction and Habitual Use and using Continuance Usage Intention as a dependent variable. Their causation was examined with the spss 26.0 and smartpls 2.0 statistical programs. As implications of this study, Expectation Confirmation has been shown to have significant positive effects on Perceived Ease, Perceived Usefulness, User Satisfaction and Habitual Use. For this results, the expectations before and after the use of high-tech cars lead to improved daily lives convenience and(or) work efficiency, leading to user satisfaction and further Continuance Usage Intention. Motors consider it important to pursue the work improvements that consumers want and use it useful in daily lives in the production and sale of high-tech cars. It is expected that it will create natural habits for services that users are satisfied with, and that these habits will affect the continuous growth and understanding of the trend of change.

An Effect on Satisfaction and Loyalty of the Characteristics in Mobile Learning: According to Gender (모바일 러닝의 특성이 만족과 충성도에 미치는 영향: 성별에 따른 분석)

  • Chung, Kyung-Soo;Lee, Won-Bin;Noh, Mi-Jin
    • The Journal of Information Systems
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    • v.19 no.3
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    • pp.75-103
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    • 2010
  • This study analyzes a model appling value in the mobile learning. We investigate the interaction, ease of use, hedonic value, and utilitarian value considering importance factors in the mobile learning, and the customer values are found to influence the customer satisfaction. We analysis a relationship between these factors and the customer satisfaction, and the relationship between the customer satisfaction and the loyalty. Finally, we research difference among gender of the satisfaction on the mobile learning. To fulfill this purpose, the research model was designed from literature review, and the structural equation modeling technique was used to evaluate hypotheses. The major results of this study are as follows. First, the ease of use, hedonic value, and utilitarian value positively influenced the satisfaction, and the satisfaction had positive influences on the customer loyalty. But the interaction didn't have positive influence on the satisfaction. Second, gender difference was found for some path coefficient. Male user's interaction and ease of use has effect on the satisfaction, and Female user's hedonic value and utilitarian value have influenced the satisfaction. When it consider the market share or the growth potential of the mobile learning industry, the results of this study will provide the useful information to manage mobile learning.

A Study on the Service Satisfaction of University Library Portal for Chinese Students in Korea (중국 유학생의 대학도서관 포털 서비스 만족도에 관한 연구)

  • Lee, Soo-Sang;Wei, Cheng-Guang
    • Journal of the Korean Society for Library and Information Science
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    • v.41 no.4
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    • pp.113-134
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    • 2007
  • This study deals with the role and responsibility of university library in multicultural society. For this purpose, centered the Chinese students in Pusan University, with internet questionnaire surveys on customer satisfaction to the current library portal service and set up a effective digital library evaluation model. In the meanwhile we borrowed evaluation methods and items from LibQUAL+ in part, a world wide famous model, and use Tsinghua University Library's evaluation statistic norms. To summarize the results of this survey, Chinese student's service satisfaction about Pusan University library is still fairly low. Undergraduate and graduate students(including doctor courses) group follows, undergraduates student's satisfaction level is lower than graduate. By analyzing simple satisfaction we can know that library portal service maintained low importance or influence to the user, to internet space user's satisfaction is a relatively high level. And compared with other dimension, statistic data show out that internet space user's satisfaction still maintained a relative high level.