• Title/Summary/Keyword: Community Network

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Development of Modeling to Find the Hub Nodes on Growing Scale-free Network based on Stochastic Community Bridge Node Finder (확장하는 Scale-free 네트워크에서의 허브노드 도출을 위한 Stochastic Community Bridge Node Finder 개발)

  • Eun, Sang-Kyu;Kim, Soo-Jin;Bae, Seung-Jong;Kim, Dae-Sik
    • Journal of Korean Society of Rural Planning
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    • v.23 no.1
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    • pp.1-10
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    • 2017
  • The community bridge node finder, based on the stochastic method of network analysis, can compute hubs spot, which would enable the use of network structures with limited information. However, applying this node finder to heterogeneity networks, which are efficient to analyze the main farm complex in fields and the spread of infectious disease, is difficult. These problems, The most connected point that is called hub is often a major role in the heterogeneity network. In this study, we therefore improved the community bridge node finder to enable it to be applied to heterogeneity networks. We attempted to calculate the bridge node quantitatively by using the modularity of cohesion analysis method and the community bridge node finder. Application of the improved method to the HPAI(Highly Pathogenic Avian Influenza) spread in Korea 2008 produced a quarantine coefficient that was 4 - 37% higher than the quarantine coefficient obtained with the centrality method for the first 14 days after the HPAI outbreak. We concluded that the improved method has the ability to successfully calculate the bridge node in heterogeneity networks based on network structures with scant information, such as those describing the spread of infectious disease in domestic animals. And Our method should be capable to find main farm complex in fields.

A Study on the Impact of the SNS-Based Virtual Brand Community Identity on Brand Loyalty (SNS에 기반한 가상 브랜드 커뮤니티의 아이덴티티가 브랜드 충성도에 미치는 영향)

  • Chen, Xinyan;Kim, Minsung;Kang, Daeseok;Suh, Woojong
    • Journal of Information Technology Applications and Management
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    • v.22 no.4
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    • pp.181-203
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    • 2015
  • Customers who show high level of brand loyalty are one of the most important corporate assets. Accordingly, customers' brand loyalty has been addressed as a critical issue for the business success. In today's business environment where business channels to customers have expanded and diversified continuously, especially the use of social network services (SNSs) have drawn a lot of attention as an effective channel to promote customers' brand loyalty. This study, thus, analyzes the impact of the virtual brand community identity on customers' brand loyalty, focusing on the role of the sense of communities as mediators. The analysis was conducted by using the data collected from 239 users of Chinese virtual brand communities. The results show that both virtual brand community identity and the sense of communities significantly influence on customers' brand loyalty. Furthermore, the results reveal that both of the community belongingness and community trust composing the sense of community partially mediate virtual brand community and brand loyalty as hypothesized. Based on the results, the strategic implications are suggested and discussed, focusing on improving the customers' brand loyalty in the context of SNSs. Our findings and discussions can help companies develop their customer strategies for utilizing the virtual communities to strengthen customers' brand loyalty.

Study on the strengthening of community safety Network through volunteer fire department training program reengineering (의용소방대 교육프로그램 재설계를 통한 지역사회 안전 Network기능 강화 방안에 관한 연구)

  • Park, Chan-Seok;Oh, Taek-Hum;Yoon, Myoung-Oh
    • Journal of the Korea Safety Management & Science
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    • v.15 no.1
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    • pp.21-30
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    • 2013
  • Korean Volunteer Fire Departments are the representative disaster-related civilian organizations which are based on "Firefighting Framework Act Article 37"and ordinance for complementing the lack of fire-fighting personnel and volunteer and they play a part as community safety keepers. They are operated by the National funding, but cannot be defined as the organization in governmental sources completely or pure volunteer organization in terms of its founding purpose and activities. In these special characteristics, some Volunteer Fire Departments play an important role in Civilian Volunteer Disaster Prevention by being managed effectively, but the others do not. There can be many cause-analyses about this difference. They aren't profit-making organizations and are groups which have no compulsion. So it is important that who the leader is, and what type of leadership he has. By solving this bias by considering these characteristics, in this study we make them perform the center role of community safety network through analyzing the existing status and problems of volunteer fire department education and customized training program reengineering to meet class-specific and regional level.

Artificial Neural Network Analysis for Prediction of Community Care Design Research in Spatial and Environmental Areas in Korea

  • Yumi, Jang;Jiyoung An;Jinkyung Paik
    • International Journal of Advanced Culture Technology
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    • v.11 no.2
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    • pp.249-255
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    • 2023
  • This study aims to empirically confirm the effect and impact of community care design research centered on domestic space and environment on health promotion, diagnosis treatment, disease management, rehabilitation, and mitigation through the year of publication and perspective. To this end, based on 1,227 space and environment design studies from 2,144 community care design research data conducted for about 20 years from 2002 to 2022, when care services began in earnest through the long-term care system for the elderly, SPSS 26.0 was used to create a 'Multi-layer Perceptron' artificial neural network structure model was predicted and neural network analysis was performed. Research Results First, as a result of checking studies in each field of health care by year, there is a significant difference with the number of studies related to health promotion being the highest. Second, the five perspectives are region, time, dimension, function, and content perspective. As a result of inputting these variables as independent variables and analyzing their importance in the artificial neural network, the function perspective had the most influence, followed by the region > content > dimension > time perspective.

Community Model for Smart TV over the Top Services

  • Pandey, Suman;Won, Young Joon;Choi, Mi-Jung;Gil, Joon-Min
    • Journal of Information Processing Systems
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    • v.12 no.4
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    • pp.577-590
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    • 2016
  • We studied the current state-of-the-art of Smart TV, the challenges and the drawbacks. Mainly we discussed the lack of end-to-end solution. We then illustrated the differences between Smart TV and IPTV from network service provider point of view. Unlike IPTV, viewer of Smart TV's over-the-top (OTT) services could be global, such as foreign nationals in a country or viewers having special viewing preferences. Those viewers are sparsely distributed. The existing TV service deployment models over Internet are not suitable for such viewers as they are based on content popularity, hence we propose a community based service deployment methodology with proactive content caching on rendezvous points (RPs). In our proposal, RPs are intermediate nodes responsible for caching routing and decision making. The viewer's community formation is based on geographical locations and similarity of their interests. The idea of using context information to do proactive caching is itself not new, but we combined this with "in network caching" mechanism of content centric network (CCN) architecture. We gauge the performance improvement achieved by a community model. The result shows that when the total numbers of requests are same; our model can have significantly better performance, especially for sparsely distributed communities.

A Study on Sharing Descriptive Information for Establishing Private and Community Archive Network (민간뀇공동체 아카이브 네트워크 구축을 위한 기술정보 공유 방향 연구)

  • Hyun, Moonsoo
    • Journal of Korean Society of Archives and Records Management
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    • v.13 no.3
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    • pp.127-150
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    • 2013
  • Growing interest in everyday-life archives and community archives leads to the establishment of small-scale archives in the private sector. Interoperability of descriptive information is necessary to be able to have a link between these factors. The purpose of this study is to explore how descriptive information can be interoperable in private archives, which participate in the archives network, and to suggest a direction in organizing the private and community archives network. For this purpose, it investigated the current situation of archival description in small-scale private archives in Korea, especially in terms of collection, and analyzed descriptive information applied to four foreign archives networks. Based on the analysis, it gives some suggestions for sharing descriptive information in Private and Community Archive Network (PCAN) in Korea.

A Technique for Detecting Interaction-based Communities in Dynamic Networks (동적 네트워크에서 인터랙션 기반 커뮤니티 발견 기법)

  • Kim, Paul;Kim, Sangwook
    • KIISE Transactions on Computing Practices
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    • v.22 no.8
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    • pp.357-362
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    • 2016
  • A social network or bio network is one of the complex networks that are formed by connecting specific relationships between interacting objects. Usually, these networks consist of community structures. Automatically detecting the structures is an important technique to understand and control the interaction objects. However, the topologies and structures of the networks change by interactions of the objects, with respect to time. Conventional techniques for finding the community structure have a high computational complexity. Additionally, the methods inefficiently deal with repeated computation concerning graph operation. In this paper, we propose an incremental technique for detecting interaction-based communities in dynamic networks. The proposed technique is able to efficiently find the communities, since there is an awareness of changed objects from the previous network, and it can incrementally reuse the previous community structure.

Whole Network Effectiveness from Multiple Stakeholders Perspectives - Based on a Community Networking Enhancement Project - (다중이해관계자 관점에 근거한 지역사회 전체네트워크 효과성 분석 - 사회복지공동모금회 지역사회네트워크지원사업을 중심으로 -)

  • Choi, Jae-Sung;Lee, Jun-Young;Kim, Shin-Yeol;Park, So-Jung;Lee, Su-Youn;Ahn, Eun-Young
    • Korean Journal of Social Welfare
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    • v.63 no.1
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    • pp.57-84
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    • 2011
  • This study aims to analyze a whole network effectiveness by expanding the unit of analysis beyond individual organizations in a network into network-level collaborative relations. Data for the analysis were drawn from the evaluation reports and surveys of leaders, mid-level managers, and staff members of the organizations participating in 'Community Network Building' project which was funded by Community Chest of Korea and carried out by the Academy of Korean Social Welfare Administration from November 2006 to November 2009. For the analysis, three out of the 10 networks established in diverse local communities were selected. Based on the survey conducted on the participating organizations and the center organization of each network, we analyzed the structural characteristics of interorganizational network at a network-level. Second, to analyze effectiveness of the whole network, we employed a multiple stakeholders perspective and examined the relations between the whole network's structure and its effectiveness. The findings showed that the whole network effectiveness is higher when the network is more centralized around the hub organization and more stable. The significance of this study is that it is provided and tested a new framework for network effectiveness evaluation by combining the two network effectiveness evaluation framework of Provan and Milward's with evolutionary organizational theory.

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Relation of Social Security Network Building, Civil Culture and Community Unity (사회안전망구축과 시민문화 및 지역사회결속의 관계)

  • shin, Sang-Tae;Kim, Chan-Sun
    • Convergence Security Journal
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    • v.15 no.3_2
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    • pp.59-70
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    • 2015
  • This study aims at exploring relation of social security network building, civil culture and community unity. To achieve the purpose, this study selected the general citizens in Seoul Region (Gangdong, Gangseo, Gangnam and Gangbuk) from Jul. 15 to Sept. 15, 2014 as population and sampled 400 people using cluster random sampling. Excluding unhonest data, the number of cases used for the final analysis is 337 people. The collected data were analyzed for the study purpose using SPSSWIN 18.0, as statistical techniques, factor analysis, reliability analysis, correlation analysis, t-test, one-way ANOVA, multiple regression analysis, path analysis etc. were used. First, social security network building has an effect on civil culture. That is, the more activated voluntary crime prevention activity, the higher order law-abiding spirit. The more activated local government security education, police public order service, the higher awareness of participation becomes. First, social security network building has an effect on civil culture. That is, the more activated voluntary crime prevention activity, the higher order law-abiding spirit. The more activated local government security education, police public order service, the higher awareness of participation becomes. The more activated voluntary crime prevention activity, street CCTV facilities, police public order service, the higher tolerance spirit becomes. On the contrary, street CCTV facilities reduce citizens' autonomy. Second, social security network building has an effect on community unity. The more activated street CCTV facilities, police public order service, crime prevention design, the higher a sense of stability becomes. The more activated local government security education, police public order service, crime prevention design, the higher awareness of community becomes. The more activated voluntary crime prevention activity, government security education, police public order service, crime prevention design, the higher community institution becomes. Third, civil culture has an effect on community unity. That is, the more activated awareness of community, tolerance spirit, the higher a sense of stability, awareness of community and community system become. Fourth, social security network building has an effect on civil culture and community unity. That is, social security network building has a low effect community institution directly, but if civil culture is enhanced through social security network building, then it has a high effect on community unity.

Case Management Performance of Community Child Center Workers' and Influential Factors (지역아동센터 종사자의 사례관리 수행과 영향요인)

  • Kim, Hyeunju
    • Journal of Families and Better Life
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    • v.33 no.4
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    • pp.51-65
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    • 2015
  • Case management is becoming increasingly more important in the field of social welfare. The purpose of this study was to examine the practice of case management at community child centers and to identify factors influencing their performance. In addition, this study also analysed the performance level of case management at each stage and the factors influencing the level at each stage. For the purpose of this study, data obtained from about 181 community child center workers in Busan, Ulsan and Gyeongsangnamdo were analyzed. According to the results of the analysis, in Model 1 which represents the category of socio-demographic and personal factors, three factors namely gender, experience in case management, and interpersonal skills were found to be significantly influential and they have an explanatory power of 21.5%. Under the category of organizational factors in Model 2, four factors were found to be influential: experience in case management, interpersonal skills, availability of case management guidelines, and holding case conferences. These factors account for 33% explanatory power, 11.5% higher than that of Model 1. In Model 3 which represents the third category of community network literacy, three factors namely interpersonal skills, availability of case management guidelines, and ability to utilize networks were found to influence case management at community child centers, and they have an explanatory power of 43.4%, 10.4% higher than that of Model 2. For the practice of social welfare, these findings have the implication that community child center workers need to improve their interpersonal skills by cultivating communication skills, collaborative problem-solving skills, conflict-management skills, and other relevant skills. Furthermore, it is necessary to provide specific guidelines for case management, to have regular case conferences, to establish a community network, and to reinforce cooperation and mutual support among institutions within the network.