• Title/Summary/Keyword: Attracting

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Authorship Attribution of Web Texts with Korean Language Applying Deep Learning Method (딥러닝을 활용한 웹 텍스트 저자의 남녀 구분 및 연령 판별 : SNS 사용자를 중심으로)

  • Park, Chan Yub;Jang, In Ho;Lee, Zoon Ky
    • Journal of Information Technology Services
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    • v.15 no.3
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    • pp.147-155
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    • 2016
  • According to rapid development of technology, web text is growing explosively and attracting many fields as substitution for survey. The user of Facebook is reaching up to 113 million people per month, Twitter is used in various institution or company as a behavioral analysis tool. However, many research has focused on meaning of the text itself. And there is a lack of study for text's creation subject. Therefore, this research consists of sex/age text classification with by using 20,187 Facebook users' posts that reveal the sex and age of the writer. This research utilized Convolution Neural Networks, a type of deep learning algorithms which came into the spotlight as a recent image classifier in web text analyzing. The following result assured with 92% of accuracy for possibility as a text classifier. Also, this research was minimizing the Korean morpheme analysis and it was conducted using a Korean web text to Authorship Attribution. Based on these feature, this study can develop users' multiple capacity such as web text management information resource for worker, non-grammatical analyzing system for researchers. Thus, this study proposes a new method for web text analysis.

Design of Economic Analysis Module for Waste Heat Recovery based on Systems Engineering Approach (시스템엔지니어링 기반 산업 폐열 발전시스템 경제성 분석 모듈 설계)

  • Kim, Joon Young;Cha, Jae Min;Park, Sung Ho;Shin, Jung Uk;Lee, Tae Kyong
    • Journal of the Korean Society of Systems Engineering
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    • v.14 no.1
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    • pp.1-12
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    • 2018
  • In the energy-guzzling industries such as steel making and cement, power plants utilizing waste heat have been attracting attention to increase energy efficiency. However, the existing economic analysis system doesn't consider the special working fluids and the cost models of the main equipment used in the waste heat recovery power plant. So it is difficult to estimate the plant economics accurately. Therefore, It is required to develop a economic analysis module that can more accurately evaluate for the power plant. In this study, the systems engineering approach was used to design and develop the module that systematically reflects the characteristics of the power plant and various requirements. Specifically, first, the special working fluids and main equipment applied to the power plant were investigated. Next, the cost models for each equipment were developed. Finally, the economic analysis module based on this was developed.

Offline Platforms of Fashion Films (패션필름의 오프라인 플랫폼 연구)

  • Kwon, Jeanne;Yim, Eunhyuk
    • Journal of the Korean Society of Clothing and Textiles
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    • v.42 no.5
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    • pp.809-822
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    • 2018
  • Fashion brands communicate with consumers through the use of fashion films that are effective in the delivery of the image. This is because digital media (such as fashion films) are popular and accessible as well as effective in attracting people's attention. The reasons why fashion films have become a new fashion media among many others is becuase they are based on an existing platform. This study will examine offline platforms of fashion film: flagship store, fashion exhibition, and fashion show. The offline platform of a fashion film is a physical space where a fashion film can be exhibited and viewed as a medium that can effectively convey fashion film to consumers. As a research method, the concept of an offline platform of fashion film is established based on a literature review of fashion films and platform that is followed by an empirical case study. The study results show that the offline platform of a fashion film is in the progress of turning into an autotelic space where the consumption of such culture as cinema and theater has become possible.

A Strategies for Attraction of Consumers in Urban Entertainment Centers and Investigation of Relationships between User Satisfaction and Intent of Revisiting (복합상업시설에서의 집객화 전략요소와 이용자 만족도 및 재방문 의도와의 관련성에 관한 연구)

  • Kim, Hyungjun
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.12 no.3
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    • pp.311-325
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    • 2016
  • This study aims to investigate strategies for attracting consumers in Urban Entertainment Centers and understand the relationship between user satisfaction and intention of revisiting. To accomplish this, the strategic attraction factors were set as functional, experiential, episodic, and semantic. The relationships between these factors and revisiting intentions were studied experimentally. The result of the study can be summarized to 3 points. First, the 4 strategic factors that were selected all had a significant influence on revisiting intention. Therefore the more these factors have an influence, the higher the satisfaction and revisiting intentions. Secondly, out of the attraction factors the one with the biggest influence to customer satisfaction turned out to be 'functional factors' which is related to convenience, accessibility and availability. The factor that had the biggest influence on revisiting intentions turned out to be 'semantic factors' which is related to events, unusualness and temporality. Through this result we can see that to enhance satisfaction 'functional factors' should be considered first and to increase revisiting intentions 'episodic factors' should be considered first. Thirdly, it could be assumed that satisfaction of the visitors could boost intentions of revisiting.

Development of a distributed hydrological model considering hydrological change

  • Kim, Deasik;An, Hyunuk;Jang, Minwon;Kim, Seongjoon
    • Korean Journal of Agricultural Science
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    • v.45 no.3
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    • pp.521-532
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    • 2018
  • In recent decades, the dry stream phenomena of small and medium sized rivers have been attracting much attention as an important social problem. To prevent dry stream phenomena, it is necessary to build an infrastructure that manages rivers. To accurately determine the progress of dry stream phenomena, it is necessary to continuously measure the discharge and other hydrological factors for small and medium sized rivers. However, until now, the flow data for small and medium rivers in Korea has been insufficient. To overcome the lack of supporting data for supporting rational decision-making in policy and project implementation, a short- and long-term hydrological model was developed that takes into consideration hydrological changes such as the increase of the impervious area due to urban development and groundwater pumping, the construction of a large-scale sewage treatment plant, the maintenance of stream-oriented rivers, etc. In the developed model, the distributed grid is represented by three layers: Surface flow, interflow, and groundwater flow. The surface flow and intermediate flow flowed along the flow direction, and the groundwater flow was calculated by a two-dimensional groundwater analysis model such that the outflow occurred in all directions without a specific flow direction. The effects of land use and cover on evapotranspiration and infiltration and the effects of multiple landscapes can be simulated in the developed model.

The Economic Valuation of Ecosystem Restoration in Suncheon Bay (순천만 생태복원에 따른 경제적 가치 평가)

  • Hwang, Minsup;Lee, Myung Kyoon;Jung, Tae Yong
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.17 no.4
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    • pp.69-79
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    • 2014
  • Coastal wetlands are among the most productive biomes in the Earth. The economic values include the direct use of a coastal wetland's ecosystem services, such as food, raw materials, recreation, and tourism. Other values comprise the indirect use of a coastal wetland's ecosystem services, such as carbon sequestration, waste-water treatment, and erosion prevention. In particular, Suncheon Bay is recently attracting attention as the most successful case of the preservation and restoration. This study applies Travel Cost Method (TCM) to estimate the economic value by drawing the demand curve for trips to Suncheon Bay. The TCM is an approach used for economic valuation of non-market goods and services. Based on the results of TCM, this study shows that the economic benefit from recreational uses of the site adds up to \174.7 billion per year. It is also significant in the sense that monetary information is suggested to help local policy makers evaluate the realistic values of coastal wetlands.

Photo-induced chemical change of di-fluoride in the CYTOP doped graphene

  • Yang, Mi-Hyun;Manoj, Sharma;Ihm, Kyuwook;Ahn, Joung Real
    • Proceedings of the Korean Vacuum Society Conference
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    • 2015.08a
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    • pp.115-115
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    • 2015
  • Many efforts have been devoted on chemical modification of graphene layer to modulate its electrical properties. In the previous report, laser irradiation on the CYTOP (Amorphous Fluoropolymer) covered graphene layer induces chemical modification wherein carbon fluoride is formed on the graphene surface. This results in the insulating I-V characteristics, which have been attracting much research interests on it. However, the direct analytical evidence of the fluoride formation on graphene surface is not yet studied. In this work we investigated what happened on the CYTOP/graphene interface during photon irradiation using spatially resolved photoemission spectroscopy method. It is found that the soft x-ray (614 eV) induces desorption of fluoride atoms from the CYTOP and change di-fluoride form to mono-fluoride. As the photo-induced fluorine desorption is continue strong dipole field generated by initial di-fluoride forms is gradually decreased, resulting in the overall binding energy shift of the C 1s core levels. Both photo-modified CYTOP and CYTOP starts to desorb above $286^{\circ}C$ (~ 0.047 eV), which means that no strong chemical interaction between CYTOP and graphene is established.

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Cinnamic Acid Derivatives IV, The Kinetics and Mechanism of the Hydrolysis of Cinnamylidene aniline Derivatives (신남산 유도체 Ⅳ, Cinnamylidene anilin 유도체의 가수분해 반응에 대한 메카니즘과 그 반응속도론적 연구)

  • Lee, Gi-Chang;Park, Su-In;Hwang, Yong-Hyeon;Lee, Gwang-Il;Choe, Bong-Jong;Jeong, Deok-Chae
    • Journal of the Korean Applied Science and Technology
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    • v.8 no.1
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    • pp.1-7
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    • 1991
  • The kinetic of hydrolysis for cinnamylidene aniline derivatives has been investigated by ultraviolet spectrophotometry in 20% (v/v) dioxane - $H_2O$ at $25^{\circ}C$. A rate equation which can be applied over wide pH range was obtained. The substituent effects on cinnamylidene aniline derivatives were studied and the hydrolysis was facilitated by electron attracting group. Final products of the hydrolysis were cinnamaldehyde and aniline. From the rate equation, substituent effect and final products, the hydrolysis of cinnamylidene aniline derivatives was initiated by the neutral molecule of $H_2O$ which does not dissociate at below pH 9.0${\sim}$12.0, but proceeded by the hydrogen ion at above pH 5.0${\sim}$9.0.

A Study on the Emotional design approach and the Value of the Space for Healing the Trauma - Focus on the periodical characteristics and changes - (트라우마(trauma)를 치유하는 공간의 가치와 디자인접근에 관한연구 - 시대별 특성과 변화에 대한 관찰을 중심으로 -)

  • Woo, Ji-Yeon
    • Korean Institute of Interior Design Journal
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    • v.19 no.2
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    • pp.206-215
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    • 2010
  • The negative memories which come from tragic events such as war, terror or various conflicts in modern cities have been threatening the mental health of city-dwellers. This thesis focuses on 'healing public space' that will help recover the life of city-dwellers who sustain various trauma. For this, the author investigated the significant memorial space through 1980-2010 from site visits, interviews, and related theses and books and then extracted necessary information from each period. This thesis aims to find the changes of the memorial concepts and visitor's reaction for last 30years. 1)1980-: Healing concept and visitor's positive response 2)1990-: Healing by emotional experience approaches to the memorial museum such as narrative approach, exhibition media using 5senses, interactive display and preserving trace, 3)early 2000-: Healing by architectural experience 4)2002-: present: Healing projects by various programs. Steady advances in memorial design for healing trauma are due to the efforts for emotional design approach to eeply move the visitors and the efforts have to be continued. The study emphasize the importance of attracting eople by experimental, emotional design contents not just by aesthetic and functional public design ideas.

Evaluation of Korea`s Sustainable Development by the System Ecology(I)-EMERGY Analysis of Korea`s Natural Environment and Economic Activity- (시스템 생태학적 접근법에 의한 한국의 지속적인 발전가능성 평가(I)-한국의 자연환경과 경제활동에 대한 EMERGY 평가-)

  • 이석모;손지호;강대석
    • Journal of Environmental Science International
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    • v.9 no.6
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    • pp.449-454
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    • 2000
  • Sustainable development has been the key concept, both in economic policies and in environmental management. On the basis of an systems ecology perspective, this suggests the sustainable development of Korea\`s natural environment and economic activity using the EMERGY evaluation. The total EMERGY use(7,730E20sej/yr) in Korea is 81 percent from imported sources, fuels and goods and services. The ratio of outside investment to attracting natural resources is already large, like other industrialized countries. Continued availability of purchased inputs at a favorable balance of EMERGY trade, currently about 2.85 to 1 net EMERGY, tis the basis for present economic activity and must decrease as the net EMERGY of purchased inputs including fossil fuels goes down. EMERGY yield ratio and environmental loading ratio were 1.23 and 20.30, respectively. The population level is already in excess of carrying capacity. Its carrying capacity for steady state on its renewable sources is only 2.2 million people, compared to 45.9 million in 1977. EMERGY sustainability index is therefore less than one, which is indicative of highly developed consumer oriented economies. Until now the development of a country has been achieved by the economic growth, but it can be sustained in the long run by the use of renewable resource systems. the efficiency of energy usage, and the transformation of the social-economic structure based on an ecological-recycling concept.

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