• 제목/요약/키워드: Knowledge and Information transfer

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The Effect of IT Human Capability and Absorptive Capacity on Knowledge Transfer

  • Park, Joo-Yeon
    • Journal of Information Technology Applications and Management
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    • 제15권3호
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    • pp.209-225
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    • 2008
  • The purpose of this study is to examine the relationship between IT human capability and knowledge transfer and the role of absorptive capacity between them. From the test of both measurement and structural model using Partial Least Squares (PLS), IT human capability is found to be significant to absorptive capacity and knowledge transfer. Absorptive capacity is also significantly related to knowledge transfer. The interesting result found in this study is that the path of absorptive capacity drawn from IT human capability to knowledge transfer is stronger than the direct relationship between IT human capability and knowledge transfer, indicating that absorptive capacity plays an important role in knowledge transfer. This result indicates that IT personnel with stronger technical skill, interpersonal skill and management capability are more likely to acquire and learn knowledge effectively from outside expertise. Moreover, this study shows that absorptive capacity, the individual’s ability to utilize external knowledge is derived from IT human capability and strongly effects on transferring knowledge from outsourcing vendors. This study suggests IT related managers that the development of IT human capability and absorptive capacity should be recognized for a successful exploitation of outside knowledge within a firm. It is also a necessary condition for a successful IT implementation and maintenance independently and economically from outside vendors.

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지식전파 및 공유 수단으로서의 블로그에 대한 탐험적 연구 (An Exploratory Investigation into BLOG as a Tool for Knowledge Transfer and Sharing)

  • 김용진
    • Journal of Information Technology Applications and Management
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    • 제14권3호
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    • pp.115-136
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    • 2007
  • In this study, we investigate the possibility of deploying a recently emerging Internet-based technology, called Web log or Blog, to address the problems of knowledge transfer and sharing, particularly in the case of tacit knowledge. We examined the use practice of four blogs and then identified several properties relevant to knowledge transfer and sharing. They include the specific style of blog format, content ownership attribution, posted article organization, communication tools and method, news feed function, and various links from/to outside websites. These features were argued to facilitate knowledge transfer and sharing. In particular, we discussed a great deal about the structure of comments and links as tools for collaboration and idea sharing, which enables the knowledge conversion processes (socialization, externalization, combination, and internalization), We then provide several guidelines to develop blogs as a knowledge management tool.

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과학기술 산업화 전략정보 지원을 위한 기술가치평가 시스템에 관한 연구 (A Study on the Technology Valuation System for Supporting Knowledge Information)

  • 유선희;정혜순;박현우
    • 정보관리연구
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    • 제32권3_4호
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    • pp.123-145
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    • 2001
  • 본 연구는 지식정보를 활용하고 지원할 수 있는 기술가치평가 시스템의 개발에 관한 것이다. 정형화된 특허정보와 기술에 의한 제품시장정보를 제공함으로써 기술의 잠재사업이익 추정을 지원하며, 산업특성 및 기술혁신단계를 분석하여 기술기여도를 산출하고, 실물옵션법을 이용하여 최종 기술가치를 산출하는 단계로 개발된 기술가치평가 시스템을 소개하였다.

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지식이전 선행요인에 관한 다차원 분석: 사회적 자본 이론과 사회연결망 이론의 결합 (Multi-level Analysis of the Antecedents of Knowledge Transfer: Integration of Social Capital Theory and Social Network Theory)

  • 강민형;허용석
    • Asia pacific journal of information systems
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    • 제22권3호
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    • pp.75-97
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    • 2012
  • Knowledge residing in the heads of employees has always been regarded as one of the most critical resources within a firm. However, many tries to facilitate knowledge transfer among employees has been unsuccessful because of the motivational and cognitive problems between the knowledge source and the recipient. Social capital, which is defined as "the sum of the actual and potential resources embedded within, available through, derived from the network of relationships possessed by an individual or social unit [Nahapiet and Ghoshal, 1998]," is suggested to resolve these motivational and cognitive problems of knowledge transfer. In Social capital theory, there are two research streams. One insists that social capital strengthens group solidarity and brings up cooperative behaviors among group members, such as voluntary help to colleagues. Therefore, social capital can motivate an expert to transfer his/her knowledge to a colleague in need without any direct reward. The other stream insists that social capital provides an access to various resources that the owner of social capital doesn't possess directly. In knowledge transfer context, an employee with social capital can access and learn much knowledge from his/her colleagues. Therefore, social capital provides benefits to both the knowledge source and the recipient in different ways. However, prior research on knowledge transfer and social capital is mostly limited to either of the research stream of social capital and covered only the knowledge source's or the knowledge recipient's perspective. Social network theory which focuses on the structural dimension of social capital provides clear explanation about the in-depth mechanisms of social capital's two different benefits. 'Strong tie' builds up identification, trust, and emotional attachment between the knowledge source and the recipient; therefore, it motivates the knowledge source to transfer his/her knowledge to the recipient. On the other hand, 'weak tie' easily expands to 'diverse' knowledge sources because it does not take much effort to manage. Therefore, the real value of 'weak tie' comes from the 'diverse network structure,' not the 'weak tie' itself. It implies that the two different perspectives on strength of ties can co-exist. For example, an extroverted employee can manage many 'strong' ties with 'various' colleagues. In this regards, the individual-level structure of one's relationships as well as the dyadic-level relationship should be considered together to provide a holistic view of social capital. In addition, interaction effect between individual-level characteristics and dyadic-level characteristics can be examined, too. Based on these arguments, this study has following research questions. (1) How does the social capital of the knowledge source and the recipient influence knowledge transfer respectively? (2) How does the strength of ties between the knowledge source and the recipient influence knowledge transfer? (3) How does the social capital of the knowledge source and the recipient influence the effect of the strength of ties between the knowledge source and the recipient on knowledge transfer? Based on Social capital theory and Social network theory, a multi-level research model is developed to consider both the individual-level social capital of the knowledge source and the recipient and the dyadic-level strength of relationship between the knowledge source and the recipient. 'Cross-classified random effect model,' one of the multi-level analysis methods, is adopted to analyze the survey responses from 337 R&D employees. The results of analysis provide several findings. First, among three dimensions of the knowledge source's social capital, network centrality (i.e., structural dimension) shows the significant direct effect on knowledge transfer. On the other hand, the knowledge recipient's network centrality is not influential. Instead, it strengthens the influence of the strength of ties between the knowledge source and the recipient on knowledge transfer. It means that the knowledge source's network centrality does not directly increase knowledge transfer. Instead, by providing access to various knowledge sources, the network centrality provides only the context where the strong tie between the knowledge source and the recipient leads to effective knowledge transfer. In short, network centrality has indirect effect on knowledge transfer from the knowledge recipient's perspective, while it has direct effect from the knowledge source's perspective. This is the most important contribution of this research. In addition, contrary to the research hypothesis, company tenure of the knowledge recipient negatively influences knowledge transfer. It means that experienced employees do not look for new knowledge and stick to their own knowledge. This is also an interesting result. One of the possible reasons is the hierarchical culture of Korea, such as a fear of losing face in front of subordinates. In a research methodology perspective, multi-level analysis adopted in this study seems to be very promising in management research area which has a multi-level data structure, such as employee-team-department-company. In addition, social network analysis is also a promising research approach with an exploding availability of online social network data.

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A Latent Factor (PLS-SEM) Approach: Assessing the Determinants of Effective Knowledge Transfer

  • ANJUM, Reham;KHAN, Hadi Hassan;BANO, Safia;NAZIR, Sidra;GULRAIZ, Hira;AHMED, Wahab
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.851-860
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    • 2021
  • The Knowledge Transfer (KT) for higher education institutions (HEIs) is boundless. Still and all, the members of the staff affiliated with these institutions do recognize an array of hitches in relation to KT practices. The study in question underscores social interactions, training, and Information and Communication Technology (ICT) as the primary barriers and treats them as the independent variables of the study. The study posits that inadequate management of the above-mentioned barriers would impact effective KT unfavorably. Besides, putting forth some striking solutions needed to fix the obstructions that hamper the adequate management of the KT exercises is another aim of the study. For data collection purposes, the study picks out higher education institutions (public) of the Quetta district. The reckoned sample size is 317 subjects. The research type that has been used is cross-sectional research and, in this context, the cross-sectional explanatory sequential design has been used. Concerning the findings of the paper, the results of PLS-SEM show positive and significant relationships of social interaction and training with knowledge transfer, while ICT shows an insignificant positive relationship with the knowledge transfer. The most influencing factor for the knowledge transfer is social interaction as suggested by social interaction theory.

정보기술시스템이 지식경영활동에 미치는 효과 및 업종에 따른 조절효과 (The effect of information technology system on knowledge management activities and moderating effect of industrial type)

  • 안관영
    • 대한안전경영과학회지
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    • 제14권3호
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    • pp.237-243
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    • 2012
  • This paper reviewed the relationship between information technology system and knowledge management activities, and the moderating effect of industrial type. The results of multiple regression analysis, based on the responses from 219 employees in manufacturing and financing service sector, showed that information technology infrastructure and information technology usage have positive effects on knowledge acquisition, knowledge transfer, and knowledge usage. In moderating effects, information technology infrastructure more positively related with knowledge acquisition in financing service sector than in manufacturing sector. And also information technology usage more positively related with knowledge transfer in financing service sector than in manufacturing sector.

조직내 지식이전 프로세스의 영향요인과 인센티브의 조절효과에 관한 비교연구 - 비영리조직과 영리조직을 중심으로 - (A Comparative Study on the Impact Factors and Moderator of Incentives of Knowledge Transfer Process in Organizations -Focused on Nonprofit Organization and Profit Organization-)

  • 강주선;고윤정
    • 경영과정보연구
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    • 제32권2호
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    • pp.259-287
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    • 2013
  • 이 연구는 비영리 조직과 영리조직 내 특성들과 인센티브의 상호작용효과가 지식이전 프로세스에 어떠한 영향을 미치는지 비교하는 연구이다. 비영리조직에서는 개인정보역량, 지식품질, 구성품질이 지식획득을 향상시키는 것으로 나타났으며, 비공식커뮤니케이션, 구성품질이 지식공유를 향상시키는 것으로 나타났다. 개인정보역량, 비공식커뮤니케이션, 지식품질, 구성품질은 지식활용을 향상시키는 것으로 밝혀졌다. 지식획득과 물리적 인센티브, 지식공유와 물리적 인센티브와 상호작용이 지식활용을 향상시키는 것으로 나타났다. 영리조직에서는 개인정보역량, 비공식커뮤니케이션, 지식품질, 구성품질이 지식획득을 향상시키는 것으로 나타났으며, 지식품질, 구성품질이 지식공유를 향상시키는 것으로 나타났고, 개인정보역량, 비공식커뮤니케이션, 공식커뮤니케이션이 지식활용을 향상시키는 것으로 밝혀졌다. 지식획득과 심리적 인센티브와 상호작용과, 지식획득과 물질적 인센티브와의 상호작용이 지식활용을 향상시키는 것으로 나타났다.

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국내외 지식경영연구의 주제어 프로파일링 및 동시출현분석을 통한 학문정체성에 관한 연구 (A Study on the Academic Identity through the Profiling and Co-Word Analysis of Domestic and Foreign Knowledge Management Research)

  • 윤승정;김민용
    • 지식경영연구
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    • 제18권3호
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    • pp.81-99
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    • 2017
  • This study is to compare the main subjects of domestic and foreign knowledge management research in terms of keywords and to clarify whether domestic knowledge management research reflects research trends in overseas knowledge management research. Specifically, we try to find out whether the central activities such as knowledge sharing, knowledge generation, and acquisition, which are knowledge management activities of knowledge management research, are being studied without bias. In order to analyze this, we analyzed the data of domestic and foreign knowledge management research for the last 5 years from 2012 to 2016. In Korea, the Knowledge Management Society of Korea collected 167 papers and 787 keywords, and collected 132 papers and 640 keywords from the Korea Society of Management Information Systems in order to distinguish the research areas. Overseas papers collected 315 papers and 1,746 keywords published by Emerald. Also, we collected 382 papers and 1,633 keywords in the Korean Management Review and collected 646 papers and 2,879 keywords in the Korean Business Education Review. Frequency analysis and network analysis of 1,642 papers and 7,685 keywords are summarized as follows. The Knowledge Management Society of Korea has focused on knowledge sharing, and in 2016, interest in knowledge transfer and knowledge search has shifted. The Journal of Knowledge Management, which is published by Emerald, has been a major concern for knowledge transfer and knowledge sharing. The research trends of the Korea Society of Management Information Systems to distinguish a clear identity of knowledge management research are focusing on smart area and mobile domain such as information security domain, cloud, smart phone, and smart work. In the Korea Society of Management Information Systems research, the main subject of knowledge sharing is also commonly found.

글로벌 소프트웨어 개발에서의 지식이전에 대한 실증적 연구 (An Empirical Study on Managing Knowledge Transfer in Global Software Development)

  • 김경민;김샘이
    • 경영정보학연구
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    • 제11권1호
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    • pp.69-83
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    • 2009
  • 본 연구는 글로벌 소프트웨어 개발에 있어서 본사와 해외 개발 사이트간의 지식이전이 성공적인 소프트웨어 개발에 영향을 미친다고 보고, 지식이전에 영향을 미치는 요인을 분석하였다. 커뮤니케이션 인프라, 파트너쉽, 거버넌스 구조를 독립변수로 보고, 이들 독립변수와 지식이전과의 관계를 실증 분석하였다. 실증 분석은 최근 프랑스 기업들의 해외 개발 거점으로서 발전하고 있는 Mauritius의 기업들에 대한 설문 조사를 토대로 이루어졌다. 본 연구의 결과는 최신 트렌드인 글로벌 소프트웨어 개발을 계획하거나 수행 중인 기업들에게 효과적인 지식 이전을 위한 해결책을 제시해 주고 있는데, 이러한 점이 본 연구의 의의라고 할 수 있다.

멀티에이전트 강화학습에서 견고한 지식 전이를 위한 확률적 초기 상태 랜덤화 기법 연구 (Stochastic Initial States Randomization Method for Robust Knowledge Transfer in Multi-Agent Reinforcement Learning)

  • 김도현;배정호
    • 한국군사과학기술학회지
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    • 제27권4호
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    • pp.474-484
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    • 2024
  • Reinforcement learning, which are also studied in the field of defense, face the problem of sample efficiency, which requires a large amount of data to train. Transfer learning has been introduced to address this problem, but its effectiveness is sometimes marginal because the model does not effectively leverage prior knowledge. In this study, we propose a stochastic initial state randomization(SISR) method to enable robust knowledge transfer that promote generalized and sufficient knowledge transfer. We developed a simulation environment involving a cooperative robot transportation task. Experimental results show that successful tasks are achieved when SISR is applied, while tasks fail when SISR is not applied. We also analyzed how the amount of state information collected by the agents changes with the application of SISR.