• Title/Summary/Keyword: Theoretical Knowledge

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The Knowledge-Based Design Paradigm through Web Data Mining and Knowledge Management Framework (웹 데이터 마이닝과 지식경영 프레임웍을 통한 지식-기반 디자인 패러다임 구축)

  • 양종열
    • Archives of design research
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    • v.15 no.4
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    • pp.159-168
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    • 2002
  • The world has rushed into knowledge information society. Information technology is one of the causes to show up knowledge management and one of the motives to accelerate knowledge management. And, these days information technology and internet have made staffing progress. Therefore, the objective of this study is to take out latent knowledge of customers through web data mining in a vast amount of data on the internet in rapidly developing digital environments, to develop the knowledge-based design paradigm applied to knowledge management framework, and finally to develop design which satisfies customers' needs. To reach the objective, knowledge management process and varied previous studies related to web data mining are reviewed on a theoretical basis, and then a new knowledge-based design paradigm (in this study, eCRM in a true sense which combines web data mining with knowledge management process is called knowledge-based design paradigm) combining knowledge management process with web data mining is suggested.

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Key Success Factors for ICT Service Startup Team : Team Creativity, Knowledge Sharing and Absorptive Capacity (ICT 서비스 스타트업의 성공조건 : 팀 창의성, 지식공유 그리고 흡수역량)

  • Park, Jun-Gi;Lee, Hyejung
    • Journal of Information Technology Services
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    • v.17 no.1
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    • pp.1-16
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    • 2018
  • In this research, we tried to suggest the guidelines to stakeholder of ICT startup for picking up the excellent startups and nurturing them. We designed the research model focused on the good startup team's knowledge based interaction mechanism. A research model and hypotheses were developed from literature review and empirically validated. The research model consisted relationship among the knowledge sharing (knowledge donation and knowledge collection), absorptive capacity (member's ability and member's motivation), team creativity, and innovation capability. Data were collected from ICT Service Startups, and a partial least squares (PLS) analysis was made on 175 data points. The analysis results showed that absorptive capacity has significant effect on team creativity and innovation capability directly. And also it has indirect effect on the dependent variable through team creativity. On the contrary, knowledge sharing does not have statistically significant effect on team creativity and innovation capability; only have an effect on absorptive capacity. Based on the results, we proposed several team management skills for ICT startup leaders and members, and the guidelines to stakeholder such as government and private investors. Also there are some ideas for startup nurturing polices for government officers. Theoretical contributions are discussed at the end with limitations and further studies.

An Empirical Study on the Relationship between Employee's Agility and Work Performance: Focused on the Agility's Influence Factors and Knowledge-Oriented Leadership (구성원의 민첩성과 업무성과 간의 관계에 관한 실증연구: 민첩성의 영향요인과 지식지향 리더십을 중심으로)

  • Heo, Myung Sook;Cheon, Myun Joong
    • Knowledge Management Research
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    • v.16 no.2
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    • pp.139-172
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    • 2015
  • Employee's agility is becoming a primary factor of improving individual work performance. Employee's agility refers to responsiveness or behavior of employees in the context of work environment change. The purpose of this study is to examine the relationship between employee's agility and work performance in the perspective of agility's influence factors(absorptive capacity, IT resource use, readiness to change) and knowledge-oriented leadership, A survey was conducted for gathering data (a total of 262 employees from 35 industrial organizations) to test the relationships. The results of analysis show that employee's agility is a driving force leading to individual work performance, that employee's absorptive capacity, IT resource use, readiness to change, and knowledge-oriented leadership are the significant influential factors of employee's agility, and that knowledge-oriented leadership strengthens the link between employee's absorptive capacity and agility. For theoretical and practical contributions, the research presents the grounds for arguments that employee's agility is employee's dynamic capability for individual work performance under work environment change, and that organizations trying to improve employee's agility need to explore employee's behavioral attitudes under individual, leader, and organizational dimensions. Limitations arisen in the course of the research and suggestions for future research directions are also discussed.

Effects of Learning Expectation and Perceived Knowledge Sharing on User Satisfaction and IS Continuance (학습기대와 지식공유 지각이 사용자 만족과 지속사용에 미치는 영향)

  • Kim, In Chan;Baek, Seung Nyoung
    • The Journal of Information Systems
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    • v.28 no.4
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    • pp.377-401
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    • 2019
  • Purpose The purpose of this study is to investigate the effects of learning expectation and perceived knowledge sharing on user satisfaction and IS continuance in the Korean Army which is currently using the Regiments' Information System to help their Integrated Administration Management. Based on both the Information System(IS) Continuance Model and IS Success Model, this study also examine the role of system quality on user satisfaction. We develop a research model(structural equation model) and its hypotheses that learning expectation, perceived knowledge sharing, and system quality increase users' satisfaction, which leads to IS continuance. The effect of learning expectation on perceived knowledge sharing is also hypothesized. Design/methodology/approach Online Survey using e-mails was administered to test our research model and associated hypotheses. Among the 360 e-mail letters including our survey questionnaire, 285 responses were collected via e-mails. Meaningful 225 cases were analyzed for our study. SPSS Statistics 24.0 and SmartPLS 3.0 were used to analyze both measuremant test and hyotheses test by using the data set. Findings Survey results show that learning expectation(confirmation variable), learning expectation, perceived knowledge sharing(a perceived usefulness variable), and system quality(a system characteristic) each increases user satisfaction, which leads to IS continuance, under the control of the effect of habit to use information systems. Learning expectation also has a positive influence on perceived knowledge sharing. Theoretical and practical implications are presented.

Knowledge, Media and Information in the Age of Digital Reproduction (디지털 복제 시대의 지식, 미디어, 정보 - 지식의 기술.사회적 조건 변화를 중심으로)

  • Paik, Wook-Inn
    • Korean journal of communication and information
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    • v.49
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    • pp.5-19
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    • 2010
  • The purpose of this paper is to disclose the characteristics of knowledge in the age of digital reproduction. To achieve this I extended Benjamin's concept of technological reproduction to three different stages as mechanical reproduction, electric reproduction and digital reproduction. Each stage has different degree of reproducibility and de-materialization. I also combined McLuhan's concept of the electricity at the point of de-materialization with reproducibility. The degree of materiality and reproducibility is the key concept which could scale the technical condition of knowledge production. The social condition of knowledge reproduction is controlled by economic and political factors. In this connection between technological and social condition the current knowledge production and intellectual property could be explained properly. This study could open the theoretical door to deepen such an understanding.

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Mathematical Knowledge Construction in Computer Based Learing

  • Lee, Joong-Kwoen
    • Research in Mathematical Education
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    • v.5 no.1
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    • pp.13-24
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    • 2001
  • Using computer technology in teaching school mathematics creates new instructional environments. The emphases on the use of computer technology in the classrooms and in particular the use of computer-based exploration as a context of mathematics instruction have been reflected in the recommendation of the NCTM (Curriculum and Evaluation Standards for School Mathematics, 1989). Although the power of using computer technology in the exploration of mathematical problems has been recognized and stressed by many educators, we do not have many research studies on mathematics in computer-based explorations. Especially research has failed to clarify how computer technology can contribute to the construction of procedural and conceptual knowledge of mathematics. Up to now most researches on procedural and conceptual knowledge in computer environments have only focused on classifying programming languages which program language has more random access and rich interrelationship characteristic in relation to conceptual knowledge in humans, and which computer language has more characteristic flavor of procedural knowledge. How computer-based explorations affect the knowledge construction of mathematics, therefore, emerges as an issue of research on teacher education program for theoretical framework. This situation leads to do research on the effectiveness of using computer explorations in pre-service teacher education in terms of procedural and conceptual knowledge construction.

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Research on The Influence of Empowering Leadership on Followers' Knowledge Sharing and Intrinsic Motivation: Through Trust on Supervisors (임파워링 리더십이 구성원의 지식공유와 내재적 동기부여에 미치는 영향: 상사신뢰 매개를 중심으로)

  • Kim, SeungYong;Lee, Byeong Cheol;Kim, Ki Heung
    • Knowledge Management Research
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    • v.14 no.2
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    • pp.89-116
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    • 2013
  • The purpose of this research was to investigate relations among empowering leadership, knowledge sharing, intrinsic motivation and trust on supervisors. In addition, the purpose of this study was to investigate if trust on supervisors would mediate the effect of empowering leadership on outcome variables. A research model and hypotheses were developed to examine the theoretical research questions. To test the model proposed, survey data from 44 companies in various industries were collected by distributing 510 questionnaires to team member. The final set of data utilized to test hypotheses included 470 responses. The empirical results of the analysis are as follow. Empowering leadership was shown to influence followers' knowledge sharing. Meantime, empowering leadership was influencing intrinsic motivation and it was positively related to followers' trust on their supervisors. Finally, trust on supervisors partially mediated between empowering leadership and outcome variables. We found that empowering leadership was an important factor in a way that it closely related to variables of organizational competency, such as knowledge sharing, intrinsic motivation and trust in organization.

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The Impact of Knowledge Management on Business Performance: A Case Study of Door Manufacturers in Vietnam

  • NGUYEN, Ky;NGUYEN, Ha Hong
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.6
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    • pp.267-276
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    • 2022
  • The objective of this study was to examine the relationship between knowledge management and business performance through the role of innovation capabilities in door manufacturing companies in Ho Chi Minh City, Vietnam. The study proved the importance of knowledge management as well as the important role of innovation capacity in affecting the business performance of door manufacturing companies. The study was conducted by surveying 400 managers/CEOs who are members of the Board of Directors who directly run door manufacturing and trading businesses in Ho Chi Minh City collected from March 2021 to October 2021. The authors used confirmatory factor analysis (CFA) to determine the most common observed variables of each factor. Research findings indicated that knowledge management orientation and innovation capability impacted business performance and confirmed the mediating role of innovation capability towards previous variables. These results kindly contribute to theoretical and practical bricks of building determinants of business performance as well as knowledge management indoor manufacturers for future consideration. From the above results, the study has suggested managerial implications to further improve the investment in developing knowledge management elements and innovation capacity to achieve high business results in enterprises door production in Ho Chi Minh City, Vietnam in the future.

Knowledge Assessment of Teachers of Students with Autism Spectrum Disorder from Applied Behaviour Analysis Perspective

  • Saigh, Budor H.;Bagadood, Nizar H.
    • International Journal of Computer Science & Network Security
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    • v.22 no.1
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    • pp.288-294
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    • 2022
  • This study aims to assess the knowledge of teachers working with students with autism spectrum disorder (ASD) regarding applied behaviour analysis (ABA). The study was concerned with teachers' knowledge of ABA, its application in the classroom, barriers to its use and desired training opportunities and/or resources to enhance teacher application of ABA strategies in the classroom. Data were collected via an online survey completed by 190 teachers with students diagnosed with ASD in British schools. The results revealed overall knowledge of ABA strategies for classrooms, with only some teachers uninformed about the broad use and some key elements, and general familiarity with skills crucial for applying ABA. Actual knowledge of ABA was found to be high. In terms of application of ABA, the majority of the teachers employed a wide range of known strategies. A number of barrier to the application of ABA were noted including a lack of knowledge and training, a lack of administrative support and a lack of time and physical resources. Theoretical knowledge is crucial for practical applications; however, practical training was found to be important to ensure intervention efficacy.

Understanding the Continuance Intention of Knowledge Contribution in Q&A Virtual Communities: Focused on Moderating Effect of Personal Involvement (Q&A 가상 커뮤니티에서 지속적인 지식 기여에 영향을 미치는 요인: 개인적 관여도의 조절효과를 중심으로)

  • Zhao, Li;Jung, Chul-Ho
    • Journal of Information Technology Applications and Management
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    • v.28 no.6
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    • pp.117-132
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    • 2021
  • Based on the core value of the Q&A community, the contribution of knowledge and information has a great impact on users' community evaluation. As a small social group, the relationships and interactions among community members are quickly formed through information technology. As such, the cognitive evaluation of the relationship between community members will have an impact on the intention of information contribution. This research builds on the previous research based on the social exchange theory and establishes a dual model of swift guanxi in examining the relationship between guanxi and continuous knowledge contribution. In the current study, 305 survey questionnaires were used and 249 valid questionnaires were used for analysis. The analysis results are as follows: First, information support has a positive impact on dedication-based swift guanxi. While hypothesis between information support and constraint-based swift guanxi was not be supported. Second, emotional support has a positive impact on the formation of swift guanxi from a dual perspective. Third, the swift guanxi from the dual perspective has a positive impact on the intention of continuous knowledge contribution. Finally, although personal involvement has an adjustment effect, it is a downward adjustment effect, hypotheses are not supported. The current study offers theoretical and practical implications in field of knowledge management, specifically knowledge contribution in the virtual community.