• 제목/요약/키워드: Vacant technology

검색결과 46건 처리시간 0.021초

미세먼지 저감을 위한 그린인프라 계획요소 도출 - 텍스트 마이닝을 활용하여 - (Derivation of Green Infrastructure Planning Factors for Reducing Particulate Matter - Using Text Mining -)

  • 석영선;송기환;한효주;이정아
    • 한국조경학회지
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    • 제49권5호
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    • pp.79-96
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    • 2021
  • 그린인프라 계획은 미세먼지 저감을 위한 대표적인 조경 계획 방안 중 하나이다. 이에, 본 연구에서는 미세먼지 저감을 위한 그린인프라 계획 시 활용될 수 있는 요소를 텍스트 마이닝 기법을 활용하여 도출하고자 하였다. 미세먼지 저감계획, 그린인프라 계획 요소 등의 키워드를 중심으로 관련 선행연구, 정책보고서 및 법률 등을 수집하여 텍스트 마이닝을 통해 단어 빈도-역 문서 빈도(Term Frequency-Inverse Document Frequency, 이하 TF-IDF) 분석, 중심성 분석, 연관어 분석, 토픽 모델링 분석을 실시하였다. 연구결과, 첫째, TF-IDF 분석을 통해 미세먼지 및 그린인프라와 관련된 주요 주제어는 크게 환경문제(미세먼지, 환경, 탄소, 대기 등), 대상 공간(도시, 공원, 지역, 녹지 등), 그리고 적용 방법(분석, 계획, 평가, 개발, 생태적 측면, 정책적 관리, 기술, 리질리언스 등)으로 구분할 수 있었다. 둘째, 중심성 분석 결과, TF-IDF와 유사한 결과가 도출되었으며, 주요 키워드들을 연결하는 중심단어는 '그린뉴딜', '유휴부지'임을 확인할 수 있었다. 셋째, 연관어 분석 결과, 미세먼지 저감을 위한 그린인프라 계획 시, 숲과 바람길의 계획이 필요하며, 미기후 조절의 측면에서 수분에 대한 고려가 반드시 필요한 것으로 확인되었다. 또한, 유휴공간의 활용 및 혼효림의 조성, 미세먼지 저감 기술의 도입과 시스템의 이해가 그린인프라 계획 시 중요한 요소가 될 수 있음을 확인할 수 있었다. 넷째, 토픽 모델링 분석을 통해 그린인프라의 계획요소를 생태적·기술적·사회적 기능을 중심으로 분류하였다. 생태적 기능의 계획요소는 그린인프라의 형태적 부분(도시림, 녹지, 벽면녹화 등)과 기능적 부분(기후 조절, 탄소저장 및 흡수, 야생동물의 서식처와 생물 다양성 제공 등), 기술적 기능의 계획요소는 그린인프라의 방재 기능, 완충 효과, 우수관리 및 수질정화, 에너지 저감 등, 사회적 기능의 계획요소는 지역사회 커뮤니티 기능, 이용객의 건강성 회복, 경관 향상 등의 기능으로 분류되었다. 이와 같은 결과는 미세먼지 저감을 위한 그린인프라 계획 시 리질리언스 및 지속가능성과 같은 개념적 키워드 중심의 접근이 필요하며, 특히, 미세먼지 노출 저감의 측면에서 그린인프라 계획요소의 적용이 필요함을 시사한다고 볼 수 있다.

차압예냉에서 청과물 상자의 적재방법에 따른 송풍저항 예측모델 개발 (An air flow resistance model for a pressure cooling system based on container stacking methods)

  • 김의웅;김훈;한재웅;이효재
    • 한국식품저장유통학회지
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    • 제20권3호
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    • pp.289-295
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    • 2013
  • 차압예냉시스템을 설계하기 위해서는 송풍저항을 정확하게 예측해야 하며, 송풍저항은 청과물의 적재방법에 따라 크게 달라진다. 본 연구는 차압예냉시스템에서 송풍량에 따른 송풍저항식과 상자의 적재방법별로 송풍저항을 측정할 수 있는 모델을 개발하기 위하여 수행되었다. 공을 퇴적한 모형상자에서의 송풍저항은 빈 상자에서의 송풍저항과 공 퇴적층만의 송풍저항을 합한 값보다 1.5배 정도 높게 나타났다. 또한, 적재상자에서의 송풍저항은 통기폭 방향 적재상자수의 증가에 따라 지수적으로 증가하였으나, 적재길이와 적재높이의 영향은 거의 받지 않았다. 상자를 2열로 적재하는 차압예냉시스템에서 송풍저항은 1개 상자에서의 송풍저항을 기초로 예측이 가능하였으며, 예측모델을 제시하였다.

인지 라디오 네트워크에서 안전한 분산 스펙트럼 센싱을 위한 향상된 평판기반 퓨전 메커니즘 (Enhanced Reputation-based Fusion Mechanism for Secure Distributed Spectrum Sensing in Cognitive Radio Networks)

  • 김미희;추현승
    • 인터넷정보학회논문지
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    • 제11권6호
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    • pp.61-72
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    • 2010
  • 이미 할당된 무선 자원의 고갈과 새로운 무선 서비스에 대한 주파수의 수요 증가는 인지 라디오 기술의 중요성을 부각시키고 있다. 인지 라디오 기술은 기존에 할당되어 사용중인 주파수의 사용 현황을 스캐닝하여 빈 채널 감지 시 해당 채널을 통해 통신하는 개념이다. 이러한 기술을 사용한 인지 라디오 네트워크에서 스펙트럼 센싱의 정확성을 높이고자 다수의 노드에서 센싱하여 종합 판단하는 분산 스펙트럼 센싱 기술이 연구되어 왔다. 그러나 참여하는 센싱노드의 위협 가능성 때문에 해당 메커니즘에서의 안전성 보장 기능이 필수적이다. 이에 센싱노드의 평판값(reputation)을 기반으로 WSPRT(weighted sequential probability ratio test)를 적용하여 센싱 결과들을 퓨전하는 RDSS 메커니즘이 제안되었다. 그러나 RDSS에서는 센싱 결과의 입력순서에 따라 WSPRT 수행 횟수가 늘어날 수 있고, 공격 당한 센싱노드의 센싱값에 대해 빠르게 대처할 수 없다는 단점이 있다. 이에 본 논문에서는 평판값이 높은 센싱값부터 우선적으로 WSPRT에 입력하며, 평판값 변화를 트랜드 값으로 계산하고 이를 이용하여 공격가능성을 타진하고 그 가능성이 높은 센싱값인 경우 퓨전에서 배제시켜 빠르게 공격에 대응할 수 있는 메커니즘을 제안한다. 시뮬레이션 결과를 통해 본 논문에서 제안한 메커니즘이 RDSS보다 적은 수의 센싱값을 가지고 보다 정확하게 유휴 채널을 감지하여 공격 대응에 우수한 성능을 제공함을 입증하였다.

제강슬래그로 충전된 컬럼에서의 카드뮴, 구리, 납의 이동성 평가 (Estimation of Cadmium, Copper, Lead Mobility in Column Packed with Furnace Slag)

  • 이광헌;정재식;남경필;박준범
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제13권4호
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    • pp.54-61
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    • 2008
  • 폐금속 광산 지역 등지에서 중금속으로 오염된 지하수의 정화 및 오염 확산 방지를 위하여 투수성 반응벽체를 사용할 수 있다. 본 연구에서는 제강슬래그가 중금속 오염지하수의 이동, 확산 방지를 위한 투수성 반응벽체 충전물질로서 사용가능한지를 평가하기 위하여 카드뮴, 구리, 납에 대한 이동성을 평가하였다. 중금속으로 오염된 현장의 조건을 고려하여, 1) 단일 및 혼합상태에 따른, 2) 카드뮴의 경우 초기 농도에 따른 영향을 주상실험을 이용하여 평가하였다. 또한 평형흡착을 가정한 이류-확산 방정식의 해석해를 이용하여 정량적인 평가도 수행하였다. 중금속 종류별로는 단일오염과 복합오염에 상관없이 카드뮴이 구리보다 지연정도가 적게 나타났다. 카드뮴의 지연계수는 혼합인 경우 3.94였고, 구리의 경우 단일에서는 40.3, 혼합에서는 25였다. 카드뮴과 구리의 지연정도의 차이는 전기음성도에 의한 친화력이 다르기 때문으로 판단된다. 전기음성도가 비슷한 구리와 납의 경우 비슷하게 파과가 진행되었지만, 납의 경우 파과가 진행되다가 유출수에서의 농도가 현저하게 줄어 나타난데 반해 구리는 파과진행 후 유출수에서 초기 농도보다 높은 농도가 나타났다. 이는 납이 흡착되어 있던 구리를 탈착시키고 그 공간에 흡착되었기 때문이라고 사료된다. 결국 흡착되어 있던 중금속이 다른 중금속에 의하여 탈착되는 현상이 나타났다. 제강슬래그에서는 중금속이 반응하면서 흐름특성이 변화하는 것으로 나타났다. 카드뮴의 초기농도가 증가함에 따라 지연정도는 감소하여 나타났다.

감귤박을 첨가한 기능성 한지제조 기술개발(제1보) - 한국산 감귤박 첨가 한지 - (Development of Functional Hanji Added Citrus Peel(I) - Hanji added Korean citrus peel -)

  • 김해곤;임현아;김소영;강술생;이효연;윤필용
    • 펄프종이기술
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    • 제39권1호
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    • pp.38-47
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    • 2007
  • This study was carried out to develop a new application field and obtain the basic data of citrus peel as waste in Jeju island and traditional Hanji for producing functional Hanji. The results measuring physical and optical properties, water vapor permeance and antibacterial activity are as follows. It was revealed that apparent density go as down but bulk raise up in the structural view of Hanji with increasing of the addition various Korean citrus peel (citrus unshiu, cheonggyun and hanrabong peel, and citrus unshiu peel powder) percentages, and that the density of Hanji added citrus unshiu peel was higher, but bulk was lower in compared with Hanji added other kinds of peel. Those Hanji added citrus unshiu peel, cheonggyun peel, hanrabong peel and citrus unshiu powder were very great not only in the strength (breaking length, burst index, tear index and folding endurance) but also in water vapor permeant rate in comparison with Hanji. The pHs of Hanji were neutrality (7 to 8). The brightness of the Hanji added various citrus peel percentages was low in compared to Hanji, and the 40% addition of hanrabong peel was the lowest. When 40% hanrabong peel was added to Hanji, it was very yellow in the color degree. When cheonggyun peel was added to Hanji manufacture, water vapor permeant rate was highly effective. It is known that vacant space of intrafiber was reduced by image analysis of Hanji and the additions of peel of citrus unshiu, cheonggyun and hanrabong were distributed equally in the interior of Hanji. The antibacterial activity of Hanji added citrus unshiu peel is more than 98%. After all, it would be able to increase utilization of Hanji, extensively. Namely, production of high quality Hanji added functional materials is expected for new valuable industry of citrus peel and Hanji.

Perceptional Change of a New Product, DMB Phone

  • Kim, Ju-Young;Ko, Deok-Im
    • 마케팅과학연구
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    • 제18권3호
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    • pp.59-88
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    • 2008
  • Digital Convergence means integration between industry, technology, and contents, and in marketing, it usually comes with creation of new types of product and service under the base of digital technology as digitalization progress in electro-communication industries including telecommunication, home appliance, and computer industries. One can see digital convergence not only in instruments such as PC, AV appliances, cellular phone, but also in contents, network, service that are required in production, modification, distribution, re-production of information. Convergence in contents started around 1990. Convergence in network and service begins as broadcasting and telecommunication integrates and DMB(digital multimedia broadcasting), born in May, 2005 is the symbolic icon in this trend. There are some positive and negative expectations about DMB. The reason why two opposite expectations exist is that DMB does not come out from customer's need but from technology development. Therefore, customers might have hard time to interpret the real meaning of DMB. Time is quite critical to a high tech product, like DMB because another product with same function from different technology can replace the existing product within short period of time. If DMB does not positioning well to customer's mind quickly, another products like Wibro, IPTV, or HSPDA could replace it before it even spreads out. Therefore, positioning strategy is critical for success of DMB product. To make correct positioning strategy, one needs to understand how consumer interprets DMB and how consumer's interpretation can be changed via communication strategy. In this study, we try to investigate how consumer perceives a new product, like DMB and how AD strategy change consumer's perception. More specifically, the paper segment consumers into sub-groups based on their DMB perceptions and compare their characteristics in order to understand how they perceive DMB. And, expose them different printed ADs that have messages guiding consumer think DMB in specific ways, either cellular phone or personal TV. Research Question 1: Segment consumers according to perceptions about DMB and compare characteristics of segmentations. Research Question 2: Compare perceptions about DMB after AD that induces categorization of DMB in direction for each segment. If one understand and predict a direction in which consumer perceive a new product, firm can select target customers easily. We segment consumers according to their perception and analyze characteristics in order to find some variables that can influence perceptions, like prior experience, usage, or habit. And then, marketing people can use this variables to identify target customers and predict their perceptions. If one knows how customer's perception is changed via AD message, communication strategy could be constructed properly. Specially, information from segmented customers helps to develop efficient AD strategy for segment who has prior perception. Research framework consists of two measurements and one treatment, O1 X O2. First observation is for collecting information about consumer's perception and their characteristics. Based on first observation, the paper segment consumers into two groups, one group perceives DMB similar to Cellular phone and the other group perceives DMB similar to TV. And compare characteristics of two segments in order to find reason why they perceive DMB differently. Next, we expose two kinds of AD to subjects. One AD describes DMB as Cellular phone and the other Ad describes DMB as personal TV. When two ADs are exposed to subjects, consumers don't know their prior perception of DMB, in other words, which subject belongs 'similar-to-Cellular phone' segment or 'similar-to-TV' segment? However, we analyze the AD's effect differently for each segment. In research design, final observation is for investigating AD effect. Perception before AD is compared with perception after AD. Comparisons are made for each segment and for each AD. For the segment who perceives DMB similar to TV, AD that describes DMB as cellular phone could change the prior perception. And AD that describes DMB as personal TV, could enforce the prior perception. For data collection, subjects are selected from undergraduate students because they have basic knowledge about most digital equipments and have open attitude about a new product and media. Total number of subjects is 240. In order to measure perception about DMB, we use indirect measurement, comparison with other similar digital products. To select similar digital products, we pre-survey students and then finally select PDA, Car-TV, Cellular Phone, MP3 player, TV, and PSP. Quasi experiment is done at several classes under instructor's allowance. After brief introduction, prior knowledge, awareness, and usage about DMB as well as other digital instruments is asked and their similarities and perceived characteristics are measured. And then, two kinds of manipulated color-printed AD are distributed and similarities and perceived characteristics for DMB are re-measured. Finally purchase intension, AD attitude, manipulation check, and demographic variables are asked. Subjects are given small gift for participation. Stimuli are color-printed advertising. Their actual size is A4 and made after several pre-test from AD professionals and students. As results, consumers are segmented into two subgroups based on their perceptions of DMB. Similarity measure between DMB and cellular phone and similarity measure between DMB and TV are used to classify consumers. If subject whose first measure is less than the second measure, she is classified into segment A and segment A is characterized as they perceive DMB like TV. Otherwise, they are classified as segment B, who perceives DMB like cellular phone. Discriminant analysis on these groups with their characteristics of usage and attitude shows that Segment A knows much about DMB and uses a lot of digital instrument. Segment B, who thinks DMB as cellular phone doesn't know well about DMB and not familiar with other digital instruments. So, consumers with higher knowledge perceive DMB similar to TV because launching DMB advertising lead consumer think DMB as TV. Consumers with less interest on digital products don't know well about DMB AD and then think DMB as cellular phone. In order to investigate perceptions of DMB as well as other digital instruments, we apply Proxscal analysis, Multidimensional Scaling technique at SPSS statistical package. At first step, subjects are presented 21 pairs of 7 digital instruments and evaluate similarity judgments on 7 point scale. And for each segment, their similarity judgments are averaged and similarity matrix is made. Secondly, Proxscal analysis of segment A and B are done. At third stage, get similarity judgment between DMB and other digital instruments after AD exposure. Lastly, similarity judgments of group A-1, A-2, B-1, and B-2 are named as 'after DMB' and put them into matrix made at the first stage. Then apply Proxscal analysis on these matrixes and check the positional difference of DMB and after DMB. The results show that map of segment A, who perceives DMB similar as TV, shows that DMB position closer to TV than to Cellular phone as expected. Map of segment B, who perceive DMB similar as cellular phone shows that DMB position closer to Cellular phone than to TV as expected. Stress value and R-square is acceptable. And, change results after stimuli, manipulated Advertising show that AD makes DMB perception bent toward Cellular phone when Cellular phone-like AD is exposed, and that DMB positioning move towards Car-TV which is more personalized one when TV-like AD is exposed. It is true for both segment, A and B, consistently. Furthermore, the paper apply correspondence analysis to the same data and find almost the same results. The paper answers two main research questions. The first one is that perception about a new product is made mainly from prior experience. And the second one is that AD is effective in changing and enforcing perception. In addition to above, we extend perception change to purchase intention. Purchase intention is high when AD enforces original perception. AD that shows DMB like TV makes worst intention. This paper has limitations and issues to be pursed in near future. Methodologically, current methodology can't provide statistical test on the perceptual change, since classical MDS models, like Proxscal and correspondence analysis are not probability models. So, a new probability MDS model for testing hypothesis about configuration needs to be developed. Next, advertising message needs to be developed more rigorously from theoretical and managerial perspective. Also experimental procedure could be improved for more realistic data collection. For example, web-based experiment and real product stimuli and multimedia presentation could be employed. Or, one can display products together in simulated shop. In addition, demand and social desirability threats of internal validity could influence on the results. In order to handle the threats, results of the model-intended advertising and other "pseudo" advertising could be compared. Furthermore, one can try various level of innovativeness in order to check whether it make any different results (cf. Moon 2006). In addition, if one can create hypothetical product that is really innovative and new for research, it helps to make a vacant impression status and then to study how to form impression in more rigorous way.

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