• Title/Summary/Keyword: Learning Processes

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An Exploratory Study on the Taxonomy of Technological Learning Processes in Korean Firms: Focused on the Integrative Organizational Learning Theory (한국기업의 기술학습과정 유형의 도출에 관한 탐색적 연구: 통합적 관점의 조직학습이론을 중심으로)

  • Bong Sun-Hark
    • Journal of Korea Technology Innovation Society
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    • v.9 no.1
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    • pp.149-174
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    • 2006
  • Although conceptual and empirical researches on the technological learning is increasing rapidly, a few empirical researches of technological learning processes have been undertaken, taking into account a reality of learning processes of a firm. In order to analyze the learning processes of technological knowledges, based on integrative organizational learning theory, this study investigated technological learning processes by analyzing 13 technology development projects of one company with case study research design. Results of the empirical analyses suggested two taxonomy of technological learning processes. First are tour group of technological learning processes derived by the dimension of flow of cognitive and behavioral learning which is explained by the technological competency level of a firm. The other is two group of technological learning processes derived by the dimension of relative difficulty of cognitive and behavioral learning which is explained by the technology characteristics. Finally, the managerial implications for effective management of technological learning and limitations are discussed.

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A Study on e-learning Contents Opening Information for Distribution Industry Labor Competence (유통산업 인력 역량강화를 위한 이러닝 콘텐츠 정보공개 항목에 관한 연구)

  • Kim, Yong
    • Journal of Distribution Science
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    • v.15 no.8
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    • pp.65-73
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    • 2017
  • Purpose - Although e-learning has this advantage, currently many organizations have failed to recognize the necessity for basic e-learning educational training. It follows that practitioners working in the above organizations face the difficulty of having to find educational training processes of boosting their capabilities by themselves, rather than being able to utilize the educational training processes offered by e-learning. So of their own accord, learners have considered the necessity of information relating to being able to choose between high quality educational training processes. The purpose of this study is to propose opening e-learning content information for enabling an efficient choice of learning processes related to e-learning. Research design, data, and methodology - To pinpoint the items of e-learning content information, the study was initiated according to the following process. First, information relating to e-learning content (offered on e-learning websites) was researched. Second, based on the items of information which emerged from the research, selection and validity verification took place with 5 e-learning specialists as the subjects. Third, the opinions of adult learners at K University were collated relating to the items of information which emerged from the research. Results - The e-learning content information was comprised of 16 items in order to improve the choosing process for learner's e-learning contents. The analysis results showed that when learners were choosing e-learning processes, the most highly considered item was 'mobile support' (4.35). Following this (in order) were 'tuition fees' (4.30), 'certificate issuing' (4.23), and 'awareness of educational institution' (4.18). The least considered items were 'recruiting learners' (3.01) and 'tutor support' (3.18). Conclusions - The 16 items of e-learning content information in this study, were deemed to be helpful to learners in providing them with a choice of desirable e-learning process when this process was offered to them. Following this, there is a need for service institutions offering e-learning processes to make public the information suggested by this study. Research into educational methods additionally points to a necessity for not only e-learning forms, but also offline educational methods and a combination of blended learning to be offered and run parallel to e-learning.

Strategic Learning Organization in the Digital Era : The Case Study of D-Corporation

  • Yum, Ji-Hwan;Cho, Nam-Jae
    • Journal of Information Technology Applications and Management
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    • v.15 no.3
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    • pp.261-273
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    • 2008
  • The starting point of knowledge generation and management is the enhancement of learning capability and capacity of organizational members. Organizational change for learning environment should be aligned with the change of organizational strategy, structure and processes. The study employed action learning methodology to constitute learning organization processes. The treatment effect to institute learning organization has been successful thanks to the members' zeal and consensus to change the processes. However, not every learning team has been so successful. Some cases complained time consuming where others expect to be helpful for their incentives. The researchers concluded that the most important point for success of the learning organization project should be the support of top management.

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An Empirical Data Driven Optimization Approach By Simulating Human Learning Processes (인간의 학습과정 시뮬레이션에 의한 경험적 데이터를 이용한 최적화 방법)

  • Kim Jinhwa
    • Journal of the Korean Operations Research and Management Science Society
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    • v.29 no.4
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    • pp.117-134
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    • 2004
  • This study suggests a data driven optimization approach, which simulates the models of human learning processes from cognitive sciences. It shows how the human learning processes can be simulated and applied to solving combinatorial optimization problems. The main advantage of using this method is in applying it into problems, which are very difficult to simulate. 'Undecidable' problems are considered as best possible application areas for this suggested approach. The concept of an 'undecidable' problem is redefined. The learning models in human learning and decision-making related to combinatorial optimization in cognitive and neural sciences are designed, simulated, and implemented to solve an optimization problem. We call this approach 'SLO : simulated learning for optimization.' Two different versions of SLO have been designed: SLO with position & link matrix, and SLO with decomposition algorithm. The methods are tested for traveling salespersons problems to show how these approaches derive new solution empirically. The tests show that simulated learning for optimization produces new solutions with better performance empirically. Its performance, compared to other hill-climbing type methods, is relatively good.

The Development of Measures for Learning Processes (학습프로세스 측정도구 개발)

  • Yim, Myung-Seong;Nah, Jung-Ok;Lee, Sang Hyun
    • Journal of Digital Convergence
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    • v.11 no.12
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    • pp.161-168
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    • 2013
  • For the successful implementation of IT projects, individual consultant's competency in the project is very important. Especially, learning processes are required for solving various critical issues which can be occurred during implementing IT project. The objective of this research is to develop the measures for learning processes. Prior to setup the learning processes, we conducted 3 times in-depth interviews with IT consultants who have over 20 years IT project experiences. Through interviews with IT project expert, we tried to validate our research mode and develop survey questionnaires.

Analysis of Machine Learning Education Tool for Kids

  • Lee, Yo-Seob;Moon, Phil-Joo
    • International Journal of Advanced Culture Technology
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    • v.8 no.4
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    • pp.235-241
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    • 2020
  • Artificial intelligence and machine learning are used in many parts of our daily lives, but the basic processes and concepts are barely exposed to most people. Understanding these basic concepts is becoming increasingly important as kids don't have the opportunity to explore AI processes and improve their understanding of basic machine learning concepts and their essential components. Machine learning educational tools can help children easily understand artificial intelligence and machine learning. In this paper, we examine machine learning education tools and compare their features.

An Empirical Investigation of the Impact of Customer Learning on Customer Experience in the Context of Knowledge Product Use

  • KIM, Yong Jin;YIM, Myung-Seong
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.969-976
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    • 2020
  • The role of customers has changed from that of passive users to value co-creators. Therefore, it is important to understand how customer learning takes place and how it affects customer experiences with services and products. However, while past studies insist on the importance of the issues in designing customer experiences, they do not empirically address these issues. This study investigates the support processes for customer learning, and their impact on customer learning, which in turn influences customer experience. To test the hypotheses, we employed the survey method. Target informants were the actual users of Apple iPods. A total of 200 survey questionnaires were distributed and 146 were collected. Among these, seven erroneous responses were excluded, leaving 139 usable ones. The proposed model was empirically analyzed using the Covariance-based SEM (Structural Equation Modelling) technique. The findings of this study suggest that, among the three support processes in customer learning, learning-by-doing support and learning-by-investment support positively affect customer learning, which influences customer experience. This study contributes to the literature by identifying different types of support for different kinds of customer learning processes and by empirically testing the impact of the support for the process on customer learning, and in turn, its impact on customer experience.

Learning Motivations, Academic Self-Efficacy, and Problem Solving Processes after Practice Education Evaluation (실습교육 평가방법에 따른 학습동기, 학업적 자기효능감 및 문제해결과정)

  • Kim, Yeong-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.10
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    • pp.6176-6186
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    • 2014
  • This study was designed to clarify the learning motivations, academic self-efficacy, and problem-solving processes in the educational evaluative method in the fundamental nursing practice using moving pictures. The learning motivations and academic self-efficacy showed statistical differences based on the students' motivations of selecting, their satisfaction with the major and nursing practice, helpfulness of moving pictures, and the suitability of practical tests using a checklist. Problem-solving processes revealed statistical differences based on the students' motivations of selecting the nursing department, their satisfaction with the major and fundamental nursing their satisfaction with the major and nursing practice, the helpfulness of moving pictures, and the suitability of practical tests using a checklist. The learning motivations showed significant positive interrelations with the academic self-efficacy and problem-solving processes. In conclusion, the educational evaluative method in the fundamental nursing practice using moving pictures was related to the nursing students' learning motivations, academic self-efficacy, and problem-solving processes.

Compound Learning Curve Model for Semiconductor Manufacturing (반도체에 적합한 복합 학습곡선 모형)

  • Ha, Chung-Hun
    • IE interfaces
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    • v.23 no.3
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    • pp.205-212
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    • 2010
  • The learning curve model is a mathematical form which represents the relationship between the manufacturing experience and its effectiveness. The semiconductor manufacturing is widely known as an appropriate example for the learning effect due to its complicated manufacturing processes. In this paper, I propose a new compound learning curve model for semiconductor products in which the general learning curve model and the growth curve are composed. The dependent variable and the effective independent variables of the model were abstracted from the existing learning curve models and selected according to multiple regression processes. The simulation results using the historical DRAM data show that the proposed compound learning curve model is one of adequate models for describing learning effect of semiconductor products.

Implementational Architecture of Learning Organizations: System Dynamic Approach to Organizational Learning, Unlearning, and Knowledge Management in Public Sector Organizations (학습조직 구현방안: 공공조직의 조직학습 및 폐기학습, 지식관리를 중심으로 한 시스템 다이내믹 접근)

  • Hong, Min Kee
    • Korean System Dynamics Review
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    • v.17 no.3
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    • pp.51-90
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    • 2016
  • Learning is naturally embedded in organizational ongoing-processes and routines. Recent many research models of organizational failure ignore how failing masks breakdowns and recoveries of organization-embedded learning as a naturally occurring process. Organizational learning is the platform in tandem with base-modules of organization in this point. Organizations learn and unlearn while they acquire, discard, and forget organizational experiences or knowledges. These processes in public sector organizations are different from learning behaviors in private sector. This study expects to explore architectural components of learning organization in public sector, focusing on distinct characteristics of public organizations, and to implement learning model based on system thinking(system dynamic) approach.