• 제목/요약/키워드: Preferential attachment

검색결과 15건 처리시간 0.031초

반응존 공법 적용을 위한 나노영가철의 대수층 내 이동 특성에 관한 연구 (Characterization of the Transport of Zero-Valent Iron Nanoparticles in an Aquifer for Application of Reactive Zone Technology)

  • 김철용;안준영;휭 뚜안;김홍석;전성천;황인성
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제18권3호
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    • pp.109-118
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    • 2013
  • Characteristics of the transport of zero-valent iron nanoparticles (nZVI) in an aquifer were investigated to evaluate an application of nZVI-based reactive zone technology. Main flow direction of groundwater was north. Preferential flow paths of the groundwater identified by natural gradient tracer test were shown northeast and northwest. The highest groundwater velocity was $4.86{\times}10^{-5}$ m/s toward northwest. When the breakthrough curves obtained from the gravity injection of nZVI were compared with the tracer curves, the transport of nZVI was retarded and retardation factors were 1.17 and 1.34 at monitoring wells located on the northeast and northwest, respectively. The ratios of the amount of nZVI delivered to the amount of tracer delivered at the two wells mentioned above were 24 and 28 times greater than that of the well on the main flow direction, respectively. Attachment efficiency based on a filtration theory was $4.08{\times}10^{-2}$ along the northwest direction that was the main migration route of nZVI. Our results, compared to attachment efficiencies obtained in other studies, demonstrate that the mobility of nZVI was higher than that of results reported in previous studies, regardless of large iron particle sizes of the current study. Based on distribution of nZVI estimated by the attachment efficiency, it was found that nZVI present within 1.05 m from injection well could remove 99% of TCE within 6 months.

Effect of ligand orientation on hepatocyte attachment onto the poly(N-p-vinyl benzyl-o-$\beta$-D-galactopyranosyl-D-gluconamide)

  • 조종수
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1996년도 춘계학술대회
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    • pp.123-125
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    • 1996
  • The orientation effect of galactose ligand on hepatocyte attachment was investigated. Poly(N-p-vinyl benzyl-o-${\beta}$-D-galactopyranosyl-D-gluconamide) (PVLA), a ${\beta}$-galactose-carrying styrene homo-polymer, was used as a model ligand for the asialoglycoprotein receptors on hepatocytes. PYVA was transferred onto the poly(${\gamma}$-benzyl L-glutamate)(PBLG) or PBLG/ poly(ethylene glycol)(PEG)/PBLG Langmuir-Blodgett (LB) films as the monolayer level. The dichroic fluorescence values of confocal microscope indicated that the PVLA transferred onto the LB films was located with a preferential orientation of its molecular axes with regard to the direction of the a-helix of polypeptide. Hepatocyte recognized well-oriented galactose moieties of the surface of PVLA through asialoglycoprotein receptors.

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Energy-Aware Preferential Attachment Model for Wireless Sensor Networks with Improved Survivability

  • Ma, Rufei;Liu, Erwu;Wang, Rui;Zhang, Zhengqing;Li, Kezhi;Liu, Chi;Wang, Ping;Zhou, Tao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권7호
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    • pp.3066-3079
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    • 2016
  • Recent years have witnessed a dramatic increase in topology research of wireless sensor networks (WSNs) where both energy consumption and survivability need careful consideration. To balance energy consumption and ensure survivability against both random failures and deliberate attacks, we resort to complex network theory and propose an energy-aware preferential attachment (EPA) model to generate a robust topology for WSNs. In the proposed model, by taking the transmission range and energy consumption of the sensor nodes into account, we combine the characters of Erdős -Rényi (ER) model and Barabasi-Albert (BA) model in this new model and introduce tunable coefficients for balancing connectivity, energy consumption, and survivability. The correctness of our theoretic analysis is verified by simulation results. We find that the topology of WSNs built by EPA model is asymptotically power-law and can have different characters in connectivity, energy consumption, and survivability by using different coefficients. This model can significantly improve energy efficiency as well as enhance network survivability by changing coefficients according to the requirement of the real environment where WSNs deployed and therefore lead to a crucial improvement of network performance.

온라인 소셜 네트워크 생성 모델 (On-Line Social Network Generation Model)

  • 이강원
    • 한국정보통신학회논문지
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    • 제24권7호
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    • pp.914-924
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    • 2020
  • 본 연구에서는 소셜 네트워크를 생성 할 수 있는 인공적인 네트워크 발생 모델을 제안 하였다. 본 연구에서 제안한 발생 모델은 온라인 소셜 네트워크의 특징인 Small-World 성질과 Scale-Free 성질을 단순하게 표현하는 것에서 벗어나 모델의 두 파라메터를 적절히 조절함으로서 사용자가 원하는 다양한 위상 특성치 값들을 나타내 줄 수 있도록 하였다. 이를 위해 Preferential Attachment의 세기를 조정 할 수 있도록 파라메터 K와 군집화 계수를 적절하게 조정 할 수 있도록 파라메터 P를 도입하였다. K가 0에서 10 그리고 P가 0.3에서 0.5 사이의 조합이나 K = 0과 P = 0.9를 이용하면 소셜 네트워크의 위상적 성질을 보유하는 인공적인 네트워크를 생성할 수 있다. 이 조합 하에서는 Small-World 성질과 Scale-Free 성질이 잘 나타난다. 노드차수 분포는 Power-Law를 따른다. 또한 군집화 계수 0.130 ~ 0.238, 평균 최단거리 5.641 ~ 5.985로 나타났다. 또한 네트워크의 크기를 노드 5,000개에서 10,000개로 증가시켜도 소셜 네트워크 성질을 그대로 유지하는 것으로 나타났다.

키워드 네트워크 분석을 이용한 NPD 연구의 진화 및 연구동향 (A Study on Recent Research Trend in New Product Development Using Keyword Network Analysis)

  • 편제범;정의범
    • 한국산업정보학회논문지
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    • 제23권5호
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    • pp.119-134
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    • 2018
  • 오늘날 기업은 기술의 급속한 발전, 고객의 다양한 요구로 인해 높은 불확실성과 경쟁 상황에 놓여 있다. 이러한 기업 환경 속에서 지속적인 경쟁우위와 미래 성장 동력을 확보하는 방안 중 가장 중요한 것이 NPD (신제품 개발)와 관련된 문제로, 이는 기업과 학계에 매우 중요한 이슈이다. 이에 본 연구는 NPD 분야의 기존 연구 흐름과 앞으로의 동향을 파악하여 NPD와 관련된 실무자와 연구자들에게 새로운 가치를 제공하고자 한다. 이를 위해 본 연구는 Scopus 데이터베이스를 활용하여 해외 저명한 저널에 게재된 논문의 키워드를 수집하여 키워드 네트워크 분석을 실시하였다. 이를 통해 NPD 분야의 기존 연구 흐름을 파악할 수 있었고, 각 키워드 간의 연결 관계와 시간의 흐름에 따른 변화를 바탕으로 구체적인 연구주제들의 변화 과정을 제시하였다. 또한, NPD 분야에서 선호되는 키워드를 바탕으로 앞으로의 연구 동향을 제시하였다. 본 연구를 통해 NPD 키워드 네트워크는 멱함수 법칙의 분포를 따르고 있는 좁은 세상 네트워크이고, 키워드의 선호에 의해서 링크가 형성되어 네트워크의 성장이 이루어졌음을 확인할 수 있었다. 또한, 컴포넌트 분석 및 중심성분석을 통해 NPD 키워드 네트워크에서는 주로 Innovation(혁신), New Product Innovation(신제품 혁신), Risk Management(리스크 관리), Concurrent engineering(동시공학), Research and Development(연구개발), Product Life Cycle Management(제품 수명주기 관리) 등과 같은 키워드들이 중심성이 높음을 확인하였다. 한편, 시간의 흐름에 따른 키워드의 선호적 연결의 변화를 살펴본 결과, Innovation(혁신), New Product Introduction(신제품 출시), Project Management(프로젝트 관리) 등의 주제를 중심으로 i) 공급업체와 NPD 협업, ii) 시장의 불확실성을 고려한 NPD, iii) 기술 경영 및 지식경영 분야와 통섭을 고려한 NPD, iv) 중소기업 관점의 NPD 등과 같은 주제의 연구가 요구됨을 확인하였다. 본 연구의 분석 결과는 NPD의 연구 동향, 다른 분야와의 학제간 연구를 위한 새로운 연구주제를 결정하는데 유용하게 쓰일 수 있다.

개방형협업 참여자의 지식창출·지식공유 구조와 혁신 성과: 오픈소스 소프트웨어 개발 커뮤니티를 중심으로 (The Impact on Structures of Knowledge Creation and Sharing on Performance of Open Collaboration: Focus on Open Source Software Development Communities)

  • 구경모;백현미;이새롬
    • 지식경영연구
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    • 제18권4호
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    • pp.287-306
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    • 2017
  • This research focus on the effect of developers' participation structure in knowledge creation and knowledge sharing activities in open source software development projects. Based on preferential selection theory, hypotheses of relationship between a developers' concentration of knowledge creation/sharing activities and collaboration performance was derived. To verify the hypotheses, we use the Gini coefficient in the commit contribution of the developers (knowledge creation) and the centralization index in the repository issue network (knowledge sharing network). Using social network analysis, this paper calculates centralization index from developers in the issue boards in each repository based on data from 837 repositories in GitHub, a leading open source software development platform. As a result, instead of all developers creating and sharing knowledge equally, only a few of developers creating and sharing knowledge intensively further improve the performance of the open collaboration. In other words, a few developers predominantly providing commit and actively responding to issues raised from other developers enhance the project performance. The results of this study are expected to be used by developers who manage open source software project as a governance strategy, which could improve the performance of open collaboration.

기회적 네트워크에서의 유사도 기반의 포워딩 기법의 성능 분석 (Performance Analysis of Forwarding Schemes Based on Similarities for Opportunistic Networks)

  • 김선겸;이태석;김완종
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제24권3호
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    • pp.145-150
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    • 2018
  • 기회적 네트워크(Opportunistic networks)의 포워딩은 간헐적인 연결로 인하여 출발지와 목적지 간에 안정된 경로가 존재하지 않아 기존 포워딩 기법들은 성능이 저하되는 문제를 가지고 있다. 최근 소셜 네트워크 관계망을 이용한 연구가 활발히 진행되고 있으며, 유사도(Similarity)는 소셜 네트워크 분석을 위한 매우 중요한 분석 방법 중 하나이다. 본 논문은 대표적인 유사도를 이용한 포워딩 기법들을 제안하고 기회적 네트워크에서 유사도에 기반한 포워딩 기법을 적용시에 얼마나 성능 향상이 있는지 알아본다. 그 결과로, 이 기법들은 목적지와 유사도가 높은 노드를 중개 노드로 선정하여 포워딩하기 때문에 낮은 트래픽 및 홉 수를 가지게 되며, 준수한 전송 딜레이를 유지한다.

Online Tie Formation in Enterprise Social Media

  • Yongsuk Kim;Gerald C. (Jerry) Kane
    • Asia pacific journal of information systems
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    • 제29권3호
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    • pp.382-406
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    • 2019
  • We study the antecedents to tie formation on an (Facebook-like) enterprise social media platform implemented to support cross-boundary connections. Research has produced mixed findings regarding the role of social media in cultivating bridging vs. closed networks. We examine the tie formation patterns of 1,386 enterprise social media users over a two-year period. Specifically, we observe who became (or chose not s become) "friends" with whom at the dyadic level and relate the decisions to various mechanisms that affect one's network to expand, constrain, or bridge. Using logistic and OLS regressions, we find that users tend to form ties via reciprocity and transitivity (with friends of friends), both of which help expand one's network. We also find strong networking tendency toward functional and hierarchical homophily (same business unit and same rank, respectively), which is likely to constrain one's network (closed network structure). We find that one's participation in various online interest groups is likely to open one's network (bridging network structure) while no evidence found for preferential attachment. Overall, we find that enterprise social media offers features, some of which are likely to foster bridging while others foster closed networks via different mechanisms.

제주도 100세이상 노인의 장수요인 규명을 위한 현상학적 연구 (A Phenomenological Study for the Inquiry into Long Life Factors in Persons of One Hundred and Above on Cheju Island)

  • 김성혁
    • 지역사회간호학회지
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    • 제9권1호
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    • pp.40-63
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    • 1998
  • A long life is the desire of many people. The purpose of this study was to describe long life factors for people aged one hundred and above on Chju island. The research was conducted using a phenomenological method to add understanding to this subject. The field work for this study was done from July, 1997 to February, 1998 on Cheju island. The sample consisted of 10 persons of one hundred or above and 12 families. They were audio-recorded and analyzed using Colaizzi's (1978) method. The results of the present study shows the following: The thoughts of the persons one hundred and above showed ten important concepts; 'dietary regimen', 'mental regimen', 'sleep regimen', 'residence regimen', 'health regimen', 'labor regimen', 'exercise regimen', 'being born', 'filial piety and posterity', 'attachment to life'. Concerning 'Dietary Regimen': Dietary regulation, Preferential food intake, Living on vegetables, Light eating, and concern for longevity in food intake were important. Concerning 'Mental Regimen' : Harmony, Clearheadedness, Mildness, Abstinence, Generosity, Relaxation, Gaiety, Inspiration and Strength were important. Concerning 'Sleep Regimen'; Enough sleeping hours, Sound sleep, Curved sleeping posture, and Comfortable bedding were important. Concerning 'Residence Regimen' ; Clean dwelling, Pleasant surroundings, Thatched house life, Living in the village with good-hearted people, and Regular life were important. Concerning 'Health Regimen'; Temperance of drug, use Proper temperature, Proper humidity, and a Clean body were important. Concerning 'Labor Regimen'; Agricultural labor, Diligence, and Domestic labor were important. Concerning Exercise Regimen': Proper exercise, and Sunbathing were important. Concerning 'Being Born' ; Strong physical constitution, Longevity lineage, and Destiny were important. Concerning 'Filial Piety and Posterity' : Showing respect to a long-lived elder and Reducing anxiety were important. Concerning 'Attachment to Life' ; The desire to live long was important. The following conclusion was made from the above results. Human beings cannot avoid death, but the span of life can be prolonged to the maximum span of human life by wisdom, health care, and proper environmental conditions. As a result, a health regimen must be imposed for longevity such as controling food intake, having positive thoughts, being relaxed, sleeping enough, clean dwelling, taking care of oneself which can improve immunity and resistance to decrease, as well as proper labor and exercise. In addition, when filial piety is served, the desire of longevity and retaining one's youthfulness for a long time can be achieved. These should be done to live long and lead a qualitative life. By the results of this research, the following is suggesed for nursing. To satisfy the basic nursing principle that nursing must be practiced to help people live long, education must be spread to people who are nursed and their family so that they can lead a healthy life. And in nursing elders, nurses must recognize that elders have a strong desire for life, even though they may have negative thoughts about life at times. Therefore nurses have to respect the elders' value of life, and help them improve their self-esteem and self -fulfilment.

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개방형 혁신 네트워크의 동태적 모형 (Dynamic Model for Open Innovation Network)

  • 박철순
    • 한국경영과학회지
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    • 제40권1호
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    • pp.5-19
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    • 2015
  • Literatures on open innovation have two major limitations. First, either on a firm level or on an industry level did they analyze the open innovation issues. The results of a firm's innovation can be diffused through the whole network and the firm can learn back from the network knowledge. Prior literatures did not consider the feedback loop among firms and network in which the firms are involved. Second, most open innovation research had a static perspective on firm's innovation performance. Since the diffusion, spill-over and learning among network members are involved over time, the open innovation is intrinsically dynamic. From the dynamic perspective, we can appreciate the fundamental attributes of the open innovation network which involves diverse firms, research institutes, and universities. In order to overcome the limitations, we suggest a dynamic model for open innovation network. We build an agent-based model which consists of heterogeneous firms. The firms are connected through a scale-free network which is formed by preferential attachment. Through the diverse scenario of simulation, we collect massive data on the firm level and analyze them both on firm and industry level. From the analysis, we found that, on industry level, the overall performance of open innovation increases as the internal research capability, absorptive capacity, and learning curve coefficient increase. Noticeably, as the deprecation rate of knowledge increases, the variability of knowledge increases. From the firm level analysis, we found that the industry-level variables had a significant effect on the firm's innovation performance lasting through all the time, whereas the firm-level variables had only on the early phase of innovation.