• 제목/요약/키워드: Information Diffusion Model

검색결과 407건 처리시간 0.034초

디지털콘텐츠 프레임워크와 혁신확산기반 지식콘텐츠 모델과 지식관리지수 (A Study on the Knowledge Contents Mdel and KMI based Digital Contents Framework and Diffusion of Innovation)

  • 장우권
    • 정보관리학회지
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    • 제19권4호
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    • pp.349-381
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    • 2002
  • 21세기 무한경쟁의 시대에 지식을 창조, 획득하고 관리하는 자만이 살아남을 수 있다. 즉 모든 지식정보자원을 디지털화한 디지털지식콘텐츠를 누가 많이 확보하느냐에 달려있다고 할 것이다. 여기에서 핵심적인 미래산업이 될 디지털콘텐츠 산업발전 조성과 그 경쟁력을 강화시킬 수 있는 기반을 제공하기 위해서는 디지털콘텐츠관리와 유통 프레임워크가 필요하다. 따라서 본 연구는 학문적 연구와 현장조사를 토대로 디지털콘텐츠 프레임워크와 혁신확산을 기반으로한 지식콘텐츠 의사결정과 단계적 모델, 지식관리매트릭스와 지식관리지수를 제시하는데 그 목적이 있다.

국내 자동차 시장에서 소비자 에이전트 모형 기반의 제품 확산 다이나믹스 민감도 분석 (Consumer-Agent Based Sensitivity Analysis of Product Diffusion Dynamics for Domestic Automobile Market)

  • 김신태;김창욱
    • 한국시뮬레이션학회논문지
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    • 제20권2호
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    • pp.29-40
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    • 2011
  • 본 연구에서는 에이전트 모형 기반 시뮬레이션 기법을 이용하여 국내 중형 고급승용차 제품시장에서 경쟁 제품들의 확산 다이나믹스를 예측하기 위한 환경조건을 도출하고자 민감도 분석을 실시하였다. 본 연구에서는 소비자의 구매 특성과 행동을 모방한 소비자 에이전트 모형을 이용하며 사회적 네트워크로 연결된 소비자 에이전트들의 집단은 하나의 가상시장을 이룬다. 제품을 구매한 소비자 에이전트가 이웃 에이전트들에게 제품정보를 전달함으로써 실제 시장처럼 구전현상이 나타나고 이는 잠재적 소비자 에이전트들의 제품선택에 영향을 주게 되어 확산 다이나믹스 패턴이 변화하게 된다. 가상시장의 확산 다이나믹스가 실제 시장의 확산다이나믹스를 반영하기 위해서는 초기채택자 비율, 사회적 네트워크의 구조, 소비자 에이전트의 구매시점 결정방법 등의 가상시장 환경설정이 중요하다. 그러나 이러한 환경조건들은 실제시장에서 측정하기가 어렵기 때문에 본 연구에서는 다양한 환경조건하에서의 확산다이나믹스패턴을 실제 데이터와 비교 분석하여 적합한 환경조건을 찾고자 한다.

Bass 확산모형 추정에 의한 외국학술지 지원센터 원문복사서비스의 경제적 가치 분석 (Economic Value Analysis of Document Delivery Services at Foreign Journal Supporting Center by the Parameter Estimates of Bass Diffusion Model)

  • 최재황;박용재
    • 정보관리학회지
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    • 제25권1호
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    • pp.61-74
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    • 2008
  • 본 연구의 목적은 외국학술지 지원센터로 시범 선정된 K대 도서관의 원문복사서비스에 대한 경제적 가치를 추정하기 위한 것이다. 신제품이나 신규 서비스의 수요 예측에 활용되는 Bass 확산모형이 본 연구에서 활용되었다. 본 연구를 위하여 2007년 9월 10일부터 9월 20일까지 11일간에 걸친 설문조사도 함께 이루어졌다. 경제적 가치의 추정결과 유용가치는 2015년에 20억원을 약간 상회하는 것으로 나타났고, 지불의사가치의 경우는 20억원에 조금 못 미치는 것으로 조사되었다. 본 연구에서 외국학술지 지원센터의 경제적 가치분석은 원문복사서비스에 한정되었고, 이를 위한 분석방법도 유용가치와 지불의사가치로 제한되었다. 유용가치와 지불의사가치의 인구통계적 분석(성별, 연령, 근무처, 학력)도 함께 이루어졌다.

인산기를 함유한 Glycidylmethacrylate-Divinylbenzene 공중합체의 제조와 우라늄 흡착특성(제2보) - RGP수지에 대한 우라늄의 흡착평형과 흡착속도 - (Preparation of Glycidylmethacrylate-Divinylbenzene Copolymers Containing Phosphoric Acid Groups and Their Adsorption Characteristics of Uranium(II) - Adsorption Equilibrium and Kinetics of Uranium on RGP Resins -)

  • 허광선;박상욱
    • 공업화학
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    • 제9권5호
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    • pp.689-697
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    • 1998
  • 가교도와 희석제량을 변화시켜 제조한 인산기를 갖는 MR형 양이온 교환수지(RGP)에 대하여 우라늄의 흡착평형, 흡착속도 및 흡착 율속 단계를 고찰하였다. RGP 수지에 대한 우라늄의 흡착 평형은 가교도, 희석제량 및 흡착온도 변화 모두 Freundlich 등온식과 Langmuir 등온식으로 잘 나타났다. RGP수지에 대한 우라늄의 흡착량과 흡착속도는 흡착 온도가 증가함에 따라 증가하였으며 이때 흡착열은 ${\Delta}H=11kcal/mol$ 이었다. RGP 수지에 대한우라늄의 흡착속도는 가교도의 영향인 경우 RGP-10(50)>RGP-1(50)>RGP-2(50)>RGP-5(50)RGP-0(50)>이며, 희석제량의 영향인 경우 RGP-2(75)>RGP-2(100)>RGP-2(50)>RGP-2(30)>RGP-2(0) 순으로 증가하였다. RGP수지에 대한 우라늄의 확산저항은 분자확산<세공확산<표면확산 순이었으며, 수지내의 우라늄의 확산 율속은 세공 확산보다 표면 확산이 율속이었다.

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정보기술동화의 결정요인 및 기업성과에 미치는 영향 : 혁신확산이론의 관점 (The Determinants of IT Assimilation and Its Effect on Organizational Performance : An Innovation Diffusion Theory Perspective)

  • 곽기영;임소연
    • 한국경영과학회지
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    • 제33권1호
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    • pp.149-168
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    • 2008
  • Many organizations have introduced information technology (IT) as an innovation to gain competitive advantages as business environments have become increasingly complex and rapidly changing. Despite the large investment of IT, there have been mixed results about whether IT creates business values. Considering that IT assimilation may play an important role in explaining IT productivity paradox, this study examines the formation of IT assimilation and its effect on the organizational performance. To do so, this study suggests a research model based on Innovation Diffusion Theory by incorporating organization system, communication channel, change acceptability, and innovation factors, and then attempts to empirically explore the role of IT assimilation for enhanced organizational performance using data collected at the organizational level. Structural equation analysis using AMOS provides significant support for part of proposed relationships. Specifically, we have found encouraging results on the role of IT assimilation by identifying its mediating effect on the organizational performance. Theoretical and practical implications of the findings are discussed accordingly.

확률적 확산을 이용한 스테레오 정합 알고리듬 (New stereo matching algorithm based on probabilistic diffusion)

  • 이상화;이충웅
    • 전자공학회논문지S
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    • 제35S권4호
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    • pp.105-117
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    • 1998
  • In this paper, the general formula of disparity estimation based on Bayesian Maximum A Posteriori (MAP) algorithm is derived and implemented with simplified probabilistic models. The probabilistic models are independence and similarity among the neighboring disparities in the configuration.The formula is the generalized probabilistic diffusion equation based on Bayesian model, and can be implemented into the some different forms corresponding to the probabilistic models in the disparity neighborhood system or configuration. And, we proposed new probabilistic models in order to simplify the joint probability distribution of disparities in the configuration. According to the experimental results, the proposed algorithm outperformed the other ones, such as sum of swuared difference(SSD) based algorithm and Scharstein's method. We canconclude that the derived formular generalizes the probabilistic diffusion based on Bayesian MAP algorithm for disparity estimation, and the propsoed probabilistic models are reasonable and approximate the pure joint probability distribution very well with decreasing the computations to 0.01% of the generalized formula.

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The Impact of Ecosystem-based Alliance Formation on Financial Performance in the Korean Telecommunications Industry

  • Choi, Goya;Lee, Hongkyu;Cho, Shin;Nam, Changi
    • Telecommunications review
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    • 제25권4호
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    • pp.605-621
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    • 2015
  • The diffusion of smart devices has greatly influenced the market dynamics of the telecommunications industry. The competition paradigm has shifted from individual firm-based competition to ecosystem-based competition. To satisfy the diverse needs of market customers, it has become more important for telecommunications companies to form alliances with complementary partners in the ecosystem. This study empirically investigates the influence of ecosystem-based alliance formations on the financial performance of firms in the Korean telecommunications market. Specifically, the impact of a CPND (Content, Platforms, Networks, and Devices) alliance in the ICT (Information and Communications Technology) sector on firms' profitability is examined using a structural equation model. The results indicate that before the diffusion of smart devices, ecosystem-based alliance formations with other firms in the ICT ecosystem were not effective for enhancing profitability. However, after this diffusion, alliance formation between members of the value chain in the ICT ecosystem contributed significantly to firms' financial performance. This implies that recent alliances with firms that are constituents of the ICT ecosystem are an important element of profit generation in the ICT market in Korea.

온라인상에서 부정적 편향에 따른 평판 확산 차이에 관한 연구 : 선거 사례를 중심으로 (A Study on the Impact of Negativity Bias on Online Spread of Reputation : With a Case Study of Election Campaign)

  • 김나라;신경식
    • 한국IT서비스학회지
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    • 제14권1호
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    • pp.263-276
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    • 2015
  • As a social being, people can cooperate and control one another through the power of reputation, which is a critical opinion of someone given by others. Nevertheless, there have been obstacles in clarifying the identity of traditional types of reputation, for they are mostly words of mouth passed among members of a society. However, due to dramatic technological advancement and widespread use of the Internet and social media, now we can clearly see and analyze written reputations, which used to be passed only from mouth to mouth. Against this background, this study examines whether a negativity bias-a notion that an event of a more negative nature has a greater effect on one's psychological state than a positive event-applies to spread of reputation online, and examines related factors and effects. To this end, reputation-related online comments left by social media users during the election period of Korea's 6th provincial election on 4 June 2014 were analyzed. For the analysis, a Bass diffusion model was used, which is based on the innovation diffusion theory. The analysis results confirmed that, at online forum, negative reputations spread more quickly and more widely than positive ones, had a greater impact, and mass media such as online news outlets had a significant influence on spread of reputation online.

혁신확산이론에 따른 스마트폰 수용의도에 관한 연구: 스마트폰 미사용자를 중심으로 (A Study on the Acceptance Intention for Smart Phone by the Innovation Diffusion Theory: Focused on Smart Phone Non-Users)

  • 김정욱;김성일
    • 한국IT서비스학회지
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    • 제11권1호
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    • pp.15-37
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    • 2012
  • This study is progressed for understanding of the acceptance intention differentiated through the view of smart phone non-user's adopting plan. And the research model is proposed in the view of new technology adopting, Innovation Diffusion Theory, Rogers 1995, and Technology Acceptance Model, Davis 1989. In the survey, SPSS 18.0 and AMOS 18.0 are used to analyze the 685 smart phone non-users data. The results of the feasibility analysis and the factor analysis show the measured variables determined in the statistical significant range. Also, 11 hypotheses, among the 16 hypotheses, are adopted by the hypothesis tests through the path analysis, one-way-ANOVA and hierarchial regression analysis. The results indicate variables affect on the non-smart phone user's adopting intention. The primary factor is the perceived usefulness, secondary factor is the social property, and the rest is the playfulness. And, the primary adoption factor is affected to early majority and late majority among each innovation adopters.

Denoising Diffusion Null-space Model and Colorization based Image Compression

  • Indra Imanuel;Dae-Ki Kang;Suk-Ho Lee
    • International Journal of Internet, Broadcasting and Communication
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    • 제16권2호
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    • pp.22-30
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    • 2024
  • Image compression-decompression methods have become increasingly crucial in modern times, facilitating the transfer of high-quality images while minimizing file size and internet traffic. Historically, early image compression relied on rudimentary codecs, aiming to compress and decompress data with minimal loss of image quality. Recently, a novel compression framework leveraging colorization techniques has emerged. These methods, originally developed for infusing grayscale images with color, have found application in image compression, leading to colorization-based coding. Within this framework, the encoder plays a crucial role in automatically extracting representative pixels-referred to as color seeds-and transmitting them to the decoder. The decoder, utilizing colorization methods, reconstructs color information for the remaining pixels based on the transmitted data. In this paper, we propose a novel approach to image compression, wherein we decompose the compression task into grayscale image compression and colorization tasks. Unlike conventional colorization-based coding, our method focuses on the colorization process rather than the extraction of color seeds. Moreover, we employ the Denoising Diffusion Null-Space Model (DDNM) for colorization, ensuring high-quality color restoration and contributing to superior compression rates. Experimental results demonstrate that our method achieves higher-quality decompressed images compared to standard JPEG and JPEG2000 compression schemes, particularly in high compression rate scenarios.