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A Study of Webtoon comments using Text mining : Focusing on Naver's Best Challenge Webtoon (텍스트 마이닝 기법을 활용한 웹툰 댓글 분석 : 네이버 베스트 도전 웹툰을 중심으로)

  • Lee, Yunju;So, Hyeonjeong;Kwahk, Kee-Young;Ahn, Hyunchul
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.219-222
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    • 2020
  • 웹툰 시장의 성장에 따라, 웹툰을 주제로 다양한 연구가 진행되고 있다. 그러나 웹툰의 댓글을 분석한 연구는 특정 웹툰에 한정된 연구가 많아 일반적인 웹툰 독자의 댓글 특징을 보기에는 한계가 있다. 또한 웹툰의 흥행과 관련하여, 흥행에 성공한 웹툰과 그렇지 못한 웹툰의 독자 반응을 파악하는 연구는 부족한 실정이다. 따라서 본 연구는 웹툰의 흥행에 주목하여, 흥행의 지표를 웹툰 플랫폼 정식연재로 판단하고, 정식연재가 된 웹툰과 되지 못한 웹툰의 댓글을 비교 분석하였다. 분석 결과, 정식연재가 된 웹툰은 긍정적인 감상평 외에 2차적 저작물을 언급하고 등장인물의 이름 언급이 높았으나 정식연재가 되지 못한 웹툰은 부정적인 감상평 외에, 웹툰 요소에 대한 부정적 언급과 웹툰 장르와 다른 장르의 언급이 나타나 웹툰에 대한 독자의 불만족 요인을 파악할 수 있었다.

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Analyzing the Significance of Enhancements in Zero Energy Building Rating Systems: A Comparative Study between Designers and Building Energy Assessors (설계자와 건축물 에너지 평가사 측면의 제로에너지 건축물 인증 활성화를 위한 중요도 비교 분석)

  • Myung, Il;Choi, Jong-Dae;Jung, Ho-Youn;Choi, Jae-Kyu
    • Journal of the Korea Institute of Building Construction
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    • v.23 no.4
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    • pp.453-464
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    • 2023
  • This research conducts a comparative analysis of the perceived importance of advancing zero energy building certification from the viewpoints of two major stakeholders - designers and building energy assessors. Both groups prioritized the importance of policy, technology, education, incentives, and promotion respectively. For designers, enhancing energy efficiency standards, developing a skilled energy workforce, and implementing an office registration system emerged as critical factors in invigorating the certification process. The findings suggest potential avenues for the government to formulate realistic strategies for boosting the certification activity.

A Review on Environmental Impact Assessment of Offshore Wind Farms Related to the life-history of Marine Birds on the Korean Peninsula (한반도 해양성 조류의 생활사적 특성을 고려한 해상풍력발전 환경영향평가에 대한 고찰)

  • Seungyeon Lee;Who-Seung Lee
    • Journal of Wind Energy
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    • v.14 no.3
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    • pp.69-82
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    • 2023
  • Offshore wind farms (OWFs) should be promoted as part of global efforts to respond to climate change, and efforts to preserve biodiversity in terms of climate change adaptation should also be considered. However, the ecological status of marine birds related to OWFs on the Korean Peninsula, such as habitat and reproduction, are not well known. In this study, ecological reasons for the reproductive status of Black-tailed gulls in Korea and representation related to OWFs, the evaluation direction of marine birds related to OWFs was presented. In a review of the techniques for monitoring marine birds, it was confirmed that Korea also needs to provide basic status information on marine birds at the national level. In addition, this study analyzed the reproductive status and related research status of Black-tailed gulls, an important indicator and dominant species on the Korean Peninsula, in relation to marine development projects including OWFs. Furthermore, the direction of environmental impact assessment preparation and impact prediction for various development projects promoted in the ocean, such as OWFs, was considered.

SHRIMP V-Pb Zircon Ages of the Granite Gneisses from the Pyeonghae Area of the northeastern Yeongnam Massif (Sobaeksan Massif) (영남(소백산)육괴 북동부 평해지역 화강편마암류의 SHRIMP U-Pb 저콘 연대)

  • Kim, Nam-Hoon;Song, Yong-Sun;Park, Kye-Hun;Lee, Ho-Sun
    • The Journal of the Petrological Society of Korea
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    • v.18 no.1
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    • pp.31-47
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    • 2009
  • We performed petrological, geochemical, and geochronological study for the Pyeonghae granite gneiss and the Hada leuco-granite gneiss intruding the Paleoproterozoic meta-sedimentary rocks (pyeonghae formation and Wonnam formation) of the Pyeonghae area located in northeastem part of the Yeongnam (Sobaeksan) massif. The Pyeonghae granite gneiss generally has higher abundance of mafic minerals (biotite etc.), and posesses higher ${Fe_2}{O_3}^t$, MgO, CaO, $TiO_2$, $P_{2}O_{5}$ contents but lower $SiO_2$ and $K_{2}O$ contents than the Hada leuco-granite gneiss which tends to have slightly high $Al_{2}O_{3}$ and $Na_{2}O$ contents and slightly high larger negative Eu anomalies. However both gneisses reveal very similar REE concentrations and chondrite-normalized patterns and apparently show differentiation trend affected by crystallization of biotite, plagioclase, apatite and sphene. Their peraluminous and calc-alkaline chemistry suggests tectonic environment of volcanic arc. SHRIMP Zircon U-Pb age determinations yield upper intercept ages of $1990{\pm}23\;Ma$ ($2{\sigma}$) and $1939{\pm}41\;Ma$ ($2{\sigma}$), and weighted mean $^{207}Pb/^{206}Pb$ ages of $1982{\pm}6.3\;Ma$ ($2{\sigma}$) and $1959{\pm}28\;Ma$ ($2{\sigma}$) for the Pyeonghae granite gneiss and the Hada leuco-granite gneiss respectively, showing overlapping ages within the error. Our study suggests that the Precambrian granitoids in this area intruded contemporaneously with the Buncheon granite gneissin volcanic arc environment.

Response of Structural, Biochemical, and Physiological Vegetation Indices Measured from Field-Spectrometer and Multi-Spectral Camera Under Crop Stress Caused by Herbicide (마늘의 제초제 약해에 대한 구조적, 생화학적, 생리적 계열 식생지수 반응: 지상분광계 및 다중분광카메라를 활용하여)

  • Ryu, Jae-Hyun;Moon, Hyun-Dong;Cho, Jaeil;Lee, Kyung-do;Ahn, Ho-yong;So, Kyu-ho;Na, Sang-il
    • Korean Journal of Remote Sensing
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    • v.37 no.6_1
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    • pp.1559-1572
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    • 2021
  • The response of vegetation under the crop stress condition was evaluated using structural, biochemical, and physiological vegetation indices based on unmanned aerial vehicle (UAV) images and field-spectrometer data. A high concentration of herbicide was sprayed at the different growth stages of garlic to process crop stress, the above ground dry matter of garlic at experimental area (EA) decreased about 46.2~84.5% compared to that at control area. The structural vegetation indices clearly responded to these crop damages. Spectral reflectance at near-infrared wavelength consistently decreased at EA. Most biochemical vegetation indices reflected the crop stress conditions, but the meaning of physiological vegetation indices is not clear due to the effect of vinyl mulching. The difference of the decreasing ratio of vegetation indices after the herbicide spray was 2.3% averagely in the case of structural vegetation indices and 1.3~4.1% in the case of normalization-based vegetation indices. These results meant that appropriate vegetation indices should be utilized depending on the types of crop stress and the cultivation environment and the normalization-based vegetation indices measured from the different spatial scale has the minimized difference.

Comparison of Reflectance and Vegetation Index Changes by Type of UAV-Mounted Multi-Spectral Sensors (무인비행체 탑재 다중분광 센서별 반사율 및 식생지수 변화 비교)

  • Lee, Kyung-do;Ahn, Ho-yong;Ryu, Jae-hyun;So, Kyu-ho;Na, Sang-il
    • Korean Journal of Remote Sensing
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    • v.37 no.5_1
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    • pp.947-958
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    • 2021
  • This study was conducted to provide basic data for crop monitoring by comparing and analyzing changes in reflectance and vegetation index by sensor of multi-spectral sensors mounted on unmanned aerial vehicles. For four types of unmanned aerial vehicle-mounted multispectral sensors, such as RedEdge-MX, S110 NIR, Sequioa, and P4M, on September 14 and September 15, 2020, aerial images were taken, once in the morning and in the afternoon, a total of 4 times, and reflectance and vegetation index were calculated and compared. In the case of reflectance, the time-series coefficient of variation of all sensors showed an average value of about 10% or more, indicating that there is a limit to its use. The coefficient of variation of the vegetation index by sensor for the crop test group showed an average value of 1.2 to 3.6% in the crop experimental sites with high vitality due to thick vegetation, showing variability within 5%. However, this was a higher value than the coefficient of variation on a clear day, and it is estimated that the weather conditions such as clouds were different in the morning and afternoon during the experiment period. It is thought that it is necessary to establish and implement a UAV flight plan. As a result of comparing the NDVI between the multi-spectral sensors of the unmanned aerial vehicle, in this experiment, it is thought that the RedEdeg-MX sensor can be used together without special correction of the NDVI value even if several sensors of the same type are used in a stable light environment. RedEdge-MX, P4M, and Sequioa sensors showed a linear relationship with each other, but supplementary experiments are needed to evaluate joint utilization through off-set correction between vegetation indices.

A Study on changes in Hitting-pressing forms of flat plate in Gyeongju area -Short beating, Medium beating plate, long beating plate and Stamped-roof tile- (경주지역 평기와의 타날형태 변화에 대한 검토 -단판·중판·인장 그리고 장판으로-)

  • Cha, Soon-chul
    • Korean Journal of Heritage: History & Science
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    • v.40
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    • pp.73-104
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    • 2007
  • Centering around ruins recognized of being relatively early stage related to flat tile and brick, excavated in Silla capital area, the study attempted elementary approach to seek the appearance time of every remain through comparing them from the excavated cases and production methods of Short beating, Medium beating plate, Long beating plate and Stamped-roof tile. Gyeongju began to use the short beating plate made of tile-less plates or tile plate and increased its quantity. That is deemed to be due to efficiency of beating plate making methods, and moreover to be limited only for use in the palace castle and offices. That is, making short beating plates is presumed to be made merely under some definite objectives. Medium beating plate has been spread to the whole country since Silla and Baekje united. Differently from Koguryo and Baekje, Silla had its unique Beating-plates making technology available for mass-production, which was spread to the whole country and resulted in disappearing of Koguryo and Baekje technology. Long beating plate was not nearly founded in Gyeongju area, but flat tile and common tile excavated in Sachunwang Temple site and Samrang Temple 3rd remains are known. In the outskirts of Gyeongju, long beating plate appeared between the latter half of 8C and the beginning of 9C. Until now, different views have raised to appearance of long beating plate of Unified Silla, which is expected to be clarified under the situation excavated by position relations. Stamped-roof title in Gyeongju is estimated as used after the datum point year 679. While in Baekje area, five stems and branches were involved, in Silla area, code or sign was shown much. The difference between two areas would be due to each other factory, and especially the marked contents werenot letters, which means it had been changed from Baekje s existing-methods. That is, it says the production environment changed owing to Silla's merging. And stamped-roof tile was temporarily used in Gyeongju but soon disappeared, which was because Silla beating plates made under cylinder-shaped tile barrel(圓筒瓦桶) and hitting-pressing of Medium beating plate had beenspread to the whole country, so the production technology of Koguryo and Baekje was naturally dismissed. In consequence, the mergence by Silla brought about unification of each nation's special technology.

Automatic Extraction of Opinion Words from Korean Product Reviews Using the k-Structure (k-Structure를 이용한 한국어 상품평 단어 자동 추출 방법)

  • Kang, Han-Hoon;Yoo, Seong-Joon;Han, Dong-Il
    • Journal of KIISE:Software and Applications
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    • v.37 no.6
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    • pp.470-479
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    • 2010
  • In relation to the extraction of opinion words, it may be difficult to directly apply most of the methods suggested in existing English studies to the Korean language. Additionally, the manual method suggested by studies in Korea poses a problem with the extraction of opinion words in that it takes a long time. In addition, English thesaurus-based extraction of Korean opinion words leaves a challenge to reconsider the deterioration of precision attributed to the one to one mismatching between Korean and English words. Studies based on Korean phrase analyzers may potentially fail due to the fact that they select opinion words with a low level of frequency. Therefore, this study will suggest the k-Structure (k=5 or 8) method, which may possibly improve the precision while mutually complementing existing studies in Korea, in automatically extracting opinion words from a simple sentence in a given Korean product review. A simple sentence is defined to be composed of at least 3 words, i.e., a sentence including an opinion word in ${\pm}2$ distance from the attribute name (e.g., the 'battery' of a camera) of a evaluated product (e.g., a 'camera'). In the performance experiment, the precision of those opinion words for 8 previously given attribute names were automatically extracted and estimated for 1,868 product reviews collected from major domestic shopping malls, by using k-Structure. The results showed that k=5 led to a recall of 79.0% and a precision of 87.0%; while k=8 led to a recall of 92.35% and a precision of 89.3%. Also, a test was conducted using PMI-IR (Pointwise Mutual Information - Information Retrieval) out of those methods suggested in English studies, which resulted in a recall of 55% and a precision of 57%.

Evaluate Adaptability of Automatic Potato Planter (전자동 감자 파종기 현장 적응성 평가)

  • Choi, Il Soo;Oh, Jong-woo;Yu, Hong Seob;Lee, DongHoon
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2017.04a
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    • pp.88-88
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    • 2017
  • 감자 재배 기계화를 위한 전자동 감자 파종기의 기구적인 개념 설계를 수행하고, 시작기를 제작하였다. 시작기의 성능평가를 통해 기계화에 적합한 감자 재배양식에 대한 연구 필요성이 대두되었다. 본 연구의 목적은 감자 재배 양식에 따른 주요 감자의 생육 사항, 수량성, 상품성 및 품질, 주요 생리 장애등을 측정하여 기계파종 후 재배상의 문제점 파악과 파종 시 기계적인 미비점을 파악하여 개선방안을 마련하는데 있다. 기존의 국내 관행적 감자 재배 작형별 재배방식은 1줄 재배의 경우 재배 형식이 둥근두둑 방식이며, 2줄 재배의 경우 평두둑 방식을 채택하고 있다. 감자 파종기를 이용한 기계화 재배의 경우 평두둑으로 2줄 재배 방법을 채택하였다. 본 연구는 공시품종인 수미를 이용하여 봄 재배 형식으로 강릉 재배단지에서 실시하였다. 감자 파종은 2016년 3월 31일에 실시하였으며, 재배기간 92일을 소요하여 수확은 2016년 6월 30일에 하였다. 기계파종의 경우 두둑형식은 평두둑 2줄 재배양식 흑색비닐(파종구 세절) 파종 방법으로 전자동 기계파종을 실시하였고, 인력 파종의 경우 기계 파종과 동일한 방식으로 인력으로 실시하였다. 기존의 재래적 방식인 관행파종은 두둑형식은 외줄 1줄 흑색비닐(유공) 파종 방법으로 인력파종을 실시하였다. 관행 파종 방법은 이랑사이 75-80cm, 주간거리 20-25cm, 흙덮기 8-12cm로 재식밀도는 5,000-5,300주/10a로 씨감자 160kg/10a 소요하여 파종하였다. 실험 결과 감자 파종방법별 출현율은 기계파종의 경우 79.9-88.4%, 인력파종의 경우 97.9-99.2%로 기계파종에서 인력파종대비 결주율이 10.0-18.5% 정도 발생되었다. 씨감자의 절단 방법은 4절에 비하여 2절에서 양호하였다. 상품 지수의 경우 관행파종을 기준(100)으로 기계 파종(90)과 인력 파종(103)은 4절로 작업한 곳에서 상품성이 높았다. 파종 전 싹틔우기 여부에 따라서는 생육 초기(30일 이전)에는 싹틔운 파종 방법이 양호하였으나, 생육 후기(30일 이후)에는 싹을 틔우지 않은 파종 방법이 양호하였다. 기계 파종을 이용한 4절 씨감자 파종은 부패율이 12.2%로 다른 대비군에 비해 높았다(1.9-7.6%). 수확량(kg/10a)은 기계파종에서 2,748-3,503 kg 으로 관행 3,883 kg 대비 71-90% 수준으로 나타났다. 싹틔우지 않은 감자 4절을 이용한 기계 파종 시 결주율이 18.5%, 부패율 12.2%으로 싹틔운 감자 2절을 이용한 기계 파종으로 할 경우 결주율 10%, 부패율 4.1% 으로 낮출 수 있다.

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Physical and Chemical Properties of Charcoal Added Paper for Cigarette Filter (활성탄 첨가에 따른 담배용 필터지의 이화학적 특성)

  • Lee, Mun-Yong;Jeon, Yang;Kim, Yeong-Ho;Lee, Jong-Il
    • Proceedings of the Korea Technical Association of the Pulp and Paper Industry Conference
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    • 1999.04a
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    • pp.77-77
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    • 1999
  • 담배용 필터에 사용되고 있는 재료는 아세테이트, 종이, 폴리프로펼렌, 부직포등이 주로 이용되고 있으 며 담배연기의 흡착능을 향상시키기 위한 방법으로 활성탄 제오라이트와 같은 흡착제를 담배필터에 첨가하여 사용하고 있다. 본 실험에서는 펼터에 가장 보편적으로 많이 사용하고 있는 활성탄을 종이 제조과정에 첨가하여 나타나는 물리적 특성을 관찰하였고 제조된 종이를 담배필터에 적용하기 위하여 현행 습식 크림핑(crimping)방법과는 달리 건식 크림핑(crimping)방법을 이용한 적합한 조건을 검토하 였으며 이에 따른 담배필터에서의 연기흡착능을 분석한 결과는 다음과 같다. 1. 시트의 물리적 특성과 담배 연기성분 홉착능을 예측하기 위하여 펄프의 불성과 uv 홉착능을 분 석한 결과 Sw-BKP가 Hw-BKP에 비하여 강도적 성질이 우수하였고 또한 메틸렌불루(methylene b blue) 흡착능도 높은 경 향을 나타내 었다. 2. 활성탄 함량의 증가에 따라 섬유간의 결합력이 약화됨에 따라서 시트의 인장강도 및 파열강도가 감 소하는 경향이 가장 크게 나타났으며 평량이 펼프 배합비보다 높은 인자로 작용하였다. 또한 인자 간의 교호작용에서는 평량과 활성탄 함량에 따라서 크게 나타났으며 평량, Sw-BKP의 함량이 증가할 수록 인장강도는 증가하였다. 3. Stiffness는 활성탄 함량 펄프 배합비 평량의 순에따라 중요한 인자로 작용하였고 활성탄 함량 이 많을수록 stiffness는 감소하였으며 평 량 Sw-BKP의 함량이 높을수록 증가하였다 인자간의 교 호작용은 평량과 활성탄 함량이 다른 요인에 비하여 높은 경향을 보였다. 4. 인열강도는 활성탄 함량이 증가함에 따라 가장 크게 감소하였고 시트의 평량이 펄프 배합비보다 높은 인자로 작용하였으며 평 량 Sw-BKP의 함량이 높을수록 증가하였다 인자간의 교호작용에서는 펄프 배합비와 활성탄 함량에 따라 크게 나타났다. 5. 종이 필터지에서 시트의 평량이 bulk에 가장 큰 인자로 작용하였는데 이는 같은 두께에서 평량올 변화시킨 요인으로 판단되며 시트의 평량이 높을수록 감소하였고 활성탄 함량, Sw-BKP의 배합비 가 높을수록 증가하였다. 또한, 인자간의 교호작용은 평 량과 활성 탄 함량에 따라 크게 작용하였다. 6 6. Crimp index는 관능검사 결과로서 활성탄 함량이 증가함에 따라 현저하게 저하되었으며 평량 및 S Sw-BKP의 배합비가 높을수록 양호한 결과를 나타내었다. 인자간의 교호작용에서는 평량과 펄프 배합비에 따라 가장 높은 경향을 나타내었다. 7 활성탄을 첨가하여 제조한 종이필터의 담배 연기성분 흡착능은 acetate tow에 charcoal을 첨가한 필터에 비하여 tar흡착능이 6% 이상 향상되었고, 특히 증기상 물질(vapour phase)중 aldehyde류에 대한 제거율(removal efficiency)이 높게 나타났다. 8. 건식 크림핑 방법에 의한 담배필터 제조시 펼프의 홉착능, 시트의 강도적 특성, 크림핑 조건 및 담 배 연기성분 흡착능 등을 고려하여 적정조건을 선정하였으며, 펄프 배합비(Sw-BKP따w-BKP)는 6 65/35, 시트의 평량은 40g/$m^2$ 활성탄 함량은 10% 이었다.

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