• 제목/요약/키워드: innovation networks

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The Impact of the User Characteristics of the VR Exhibition on Space Participation and Immersion

  • Wang, Minglu;Lee, Jong-Yoon;Liu, Shanshan
    • International Journal of Contents
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    • 제18권1호
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    • pp.1-16
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    • 2022
  • With the advent of the 5G, networks and information and communication technologies have been continuously developed. In the fields of art galleries, virtual reality (VR) exhibitions that can be visited online have emerged, innovating the way of human-computer interaction and creating new artistic experiences for users. This study explores the three-dimensionality, clarity, and innovative interactions that users experience when viewing a VR exhibit, which affects the exhibit's presence. Besides, in terms of research method, the research sets spatial participation and immersion as dependent variables, with three-dimensionality (high versus low), clarity (high versus low), and innovation (high versus low) in a 2×2×2 design as the base, and explores their interaction effects. The results show that three-dimensionality and innovative interactions affect spatial participation. First of all, in groups with high innovation and low three-dimensionality, spatial participation presents a higher positive factor. Secondly, with regard to immersion, three-dimensionality, clarity and innovation present a tripartite interaction. Groups with low three-dimensionality and high clarity have a higher positive effect on immersion when the level of innovation is low. When the degree of innovation is high, the positive effect on immersion is higher in groups with high three-dimensionality and low clarity. The above results show that in the production of VR exhibitions, it is necessary to increase the three-dimensionality and clarity of exhibited image contents, while taking into account the user's perception and innovativeness. On the other hand, this study puts forward suggestions for the design, content and future development of VR exhibitions, which has important reference significance for the improvement and innovation of future VR exhibitions.

고객 및 공급자 네트워크와 혁신성과 간의 관계에 대한 연구: T자형 기술의 매개효과를 중심으로 (A Study on the Relationship between Customer and Supplier Network and Innovation Performance: Focused on Mediating Effect of T-Shaped Skill)

  • 정태석
    • 디지털융복합연구
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    • 제13권1호
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    • pp.93-110
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    • 2015
  • 본 연구는 고객 네트워크와 공급자 네트워크, 그리고 혁신성과간의 관계에서 T자형 기술의 역할을 규명하기 위해 수행되었다. 기업 간 협력관계를 효과적으로 관리하기 위해서 필요한 요소는 관련 선행 지식이다. 흡수역량의 전제조건은 새로운 지식을 인지하고, 완전히 이해하고 이를 적용하기 위해서 기업이 관련 선행 지식을 보유하고 있어야 한다는 것이다. 이러한 관점에서 T자형 기술은 새로운 관련 지식의 학습을 용이하게 해주며, 혁신 성과에 중요한 요소이다. 실증분석 결과 T자형 기술은 네트워크와 혁신성과 간의 중요한 매개변수로 작용하는 것으로 나타났다. 본 연구는 이를 통해 앞으로 고객 및 공급자와의 네트워크를 구축하고 적극적으로 활용하는 기업에게 어떻게 구축된 네트워크를 통한 효과를 극대화 할 수 있는지 그 방향성을 제시하고 있다.

코로나-19 이전과 이후 식생활 관련 제로웨이스트 운동 양상과 소비자 반응 비교 (A Comparative Study of Dietary Related Zero-waste Patterns and Consumer Responses Before and After COVID-19)

  • 박인형;박유민;이철;선정은;호문접;정재은
    • Human Ecology Research
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    • 제60권1호
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    • pp.21-38
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    • 2022
  • This study uses text mining compares and contrasts consumers' social media discourses on dietary related zero-waste movement before and after COVID-19. The results indicate that the amount of buzz on social networks for the zero- waste movement has been increasing after COVID-19. Additionally, the results of frequency analysis and topic modeling revealed that subjects associated with zero-waste movement were more diversified after COVID-19. Although the results of a sentiment analysis and word cloud visualization confirmed that consumers' positive responses toward the zero-waste have been increasing, they also revealed a need to educate and encourage those who are still not aware of the need for zero-waste. Finally, consumers mentioned only a small number of companies participating in zero-waste movement on SNS, indicating that the level of active involvement by such companies is much lower than that of consumers. Theoretical and educational implications as well as those for government policy-making are considered.

Platform Business and Network Strategy

  • Kim, Junic
    • STI Policy Review
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    • 제5권1호
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    • pp.57-74
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    • 2014
  • This review organises the fragmented management literature on platform business according to a conceptual map and a meta-theoretical scheme. Since the early 2000s, numerous researchers have examined platform business and two-sided networks with platform business and strategy being an important business innovation model for many industries, creating value primarily by enabling direct interactions. Platforms such as Google or Amazon contain a common set of rules and components in most user transactions. Thirty-two core papers and books on Strategic Management Journal, Industrial Economics and Operation Management-related disciplines are reviewed, with further observations on how cumulative research streams on the platform are carried out independently from each academic perspective. The first of the two arguments in this paper is that because interactive relationships bridge the platform and stakeholders such as end-users and developers, it is crucial for platform companies to be aware of their relationship with stakeholders in order to support and sustainably provide content to their platform. The second is that integrative perspectives are essential due to the low number of interdisciplinary investigations conducted thus far. The paper's final section deals with implications for theory and practice, concluding that integrative studies and interactive relationship studies should be the main research streams in future platform research.

효과적인 지역IT 클러스터의 구축방안에 관한 연구 (A Study on the Development of Effective Regional IT Cluster)

  • 김희대;유상진;김갑식
    • 경영정보학연구
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    • 제5권2호
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    • pp.241-256
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    • 2003
  • 이 연구는 대구 지역의 효과적인 IT클러스터 구축을 위해 클러스터의 유형과 성공요인의 일반적 이론과 그 한계 요인을 살펴보고, 성공적인 클러스터의 형성을 위해서는 지역의 네트워크적 특성, 학습을 통한 암묵지의 활발한 잉여, 지역의 관습, 문화, 특성 등을 함의하고 있는 제도적인 부분을 고려한 지역혁신시스템과 각 산업을 포함한 다양한 이종 에이전트들의 결합형태인 섹터적 특성을 고려되어 적용되어야 한다는 사실도 지적하고 있다. 특히 지역별, 섹터별 특성을 고려하여 선택과 집중으로 특성화된 영역의 브랜드화, 다양한 이종에이전트들이 결합된 IT클러스터 형성으로 암묵지 학습역량의 강화, 혁신주체인 다양한 이종에이전트의 결합인 산학연관 네트워킹 시스템을 통해 구성주체간의 명확한 역할 구분, 타산업 클러스터의 연결 및 환경변화 대응을 위한 제도(institution)공유 등을 대구지역의 IT 클러스터 구축의 성공요인으로 제시하고 구체적인 전략방안을 도출하였다. 이러한 전략과 정책방안들을 통해 네트워크를 통한 지역의 경쟁력을 강화하고 암묵지를 제공하는 클러스터가될 수 있을 것이며, 장기간에 걸쳐서 직, 간접적으로 주요 고용 창출원이 되며 지역경제의 활력을 제공할 수 있을 것으로 믿어진다. 특히 중소제조업 중심도시의 이미지에서 탈피하여 신첨단산업 중심도시로의 변신에 계기가 될 것이며, 이는 새로운 고용창출과 지역경제 활성화에 크게 기여할 것으로 기대된다.

기가빗 비디오 네트워크에서의 추계적 저전력 버퍼안정 라우팅 (Stochastic Low-Power and Buffer-Stable Routing for Gigabit Wireless Video Networks)

  • 김중헌;류은석
    • 방송공학회논문지
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    • 제18권3호
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    • pp.491-494
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    • 2013
  • 본 논문은 60 GHz 채널을 사용하는 무선장치들이 멀티홉 애드혹 네트워킹의 형태로 배치되어 있을 때에 일부 무선 장치들에서 발생한 비디오 트래픽을 에너지 효율적이며 버퍼가 안정적인 형태로 전달하는 동적/추계적 라우팅 알고리즘을 제안한다. 제안하는 알고리즘은 모든 장치가 정보를 공유할 필요 없이 분산적으로 운영이 되기 때문에 중앙에서 알고리즘을 운영하는 제어장치가 필요 없다. 제안하는 알고리즘에 대한 성능은 시뮬레이션을 통하여 검증되었다.

신경회로망을 이용한 동적 시스템의 상태 공간 인식 모델에 관한 연구 (A Study on the State Space Identification Model of the Dynamic System using Neural Networks)

  • 이재현;강성인;이상배
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1997년도 추계학술대회 학술발표 논문집
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    • pp.115-120
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    • 1997
  • System identification is the task of inferring a mathematical description of a dynamic system from a series of measurements of the system. There are several motives for establishing mathematical descriptions of dynamic systems. Typical applications encompass simulation, prediction, fault diagnostics, and control system design. The paper demonstrates that neural networks can be used effective for the identification of nonlinear dynamical systems. The content of this paper concerns dynamic neural network models, where not all inputs to and outputs from the networks are measurable. Only one model type is treated, the well-known Innovation State Space model(Kalman Predictor). The identification is based only on input/output measurements, so in fact a non-linear Extended Kalman Filter problem is solved. Even for linear models this is a non-linear problem without any assurance of convergence, and in spite of this fact an attempt is made to apply the principles from linear models, an extend them to non-linear models. Computer simulation results reveal that the identification scheme suggested are practically feasible.

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A GraphML-based Visualization Framework for Workflow-Performers' Closeness Centrality Measurements

  • Kim, Min-Joon;Ahn, Hyun;Park, Minjae
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권8호
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    • pp.3216-3230
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    • 2015
  • A hot-issued research topic in the workflow intelligence arena is the emerging topic of "workflow-supported organizational social networks." These specialized social networks have been proposed to primarily represent the process-driven work-sharing and work-collaborating relationships among the workflow-performers fulfilling a series of workflow-related operations in a workflow-supported organization. We can discover those organizational social networks, and visualize its analysis results as organizational knowledge. In this paper, we are particularly interested in how to visualize the degrees of closeness centralities among workflow-performers by proposing a graphical representation schema based on the Graph Markup Language, which is named to ccWSSN-GraphML. Additionally, we expatiate on the functional expansion of the closeness centralization formulas so as for the visualization framework to handle a group of workflow procedures (or a workflow package) with organizational workflow-performers.

국내 협업 조직의 가상조직화 수준 측정 (Measuring the Degree of Virtualization of Korean Collaborative Organizations)

  • 임재인;박경혜
    • 한국정보시스템학회:학술대회논문집
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    • 한국정보시스템학회 2005년도 추계학술대회 발표 논문집
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    • pp.463-470
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    • 2005
  • In a rapidly changing business environment, the improvement of managerial techniques through IT utilization brings about remarkable increases in profitability and redesign of work process for better performances. IT innovation by electronic instruments such as ICT e-business provides accelerates forming inter-organizational information network and helps them benchmark the best practices of advanced organizations. A new shift of paradigm by e-business across all enterprises has turned the traditional aspects of inter-organizational competition and relationship into a form of collaboration. Collaboration enables business activities in parallel position among companies and facilitates cooperation between partner enterprises. Lately, the concept of 'Synchronization' is emerging beyond dimension of cooperation between networks, and the most concepts related to it are converging into 'Collaboration Networks'. This research observes a virtual organization as a form of collaborative networks, and measures the degree of virtualization of Korean collaborative organizations.

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개선된 역전파 신경회로망을 이용한 온라인 필기체 숫자의 분류에 관한 연구 (On the Classification of Online Handwritten Digits using the Enhanced Back Propagation of Neural Networks)

  • 홍봉화
    • 정보학연구
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    • 제9권4호
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    • pp.65-74
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    • 2006
  • The back propagation of neural networks has the problems of falling into local minimum and delay of the speed by the iterative learning. An algorithm to solve the problem and improve the speed of the learning was already proposed in[8], which updates the learning parameter related with the connection weight. In this paper, we propose the algorithm generating initial weight to improve the efficiency of the algorithm by offering the difference between the input vector and the target signal to the generating function of initial weight. The algorithm proposed here can classify more than 98.75% of the handwritten digits and this rate shows 30% more effective than the other previous methods.

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