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Emotion and Sentiment Analysis from a Film Script: A Case Study (영화 대본에서 감정 및 정서 분석: 사례 연구)

  • Yu, Hye-Yeon;Kim, Moon-Hyun;Bae, Byung-Chull
    • Journal of Digital Contents Society
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    • v.18 no.8
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    • pp.1537-1542
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    • 2017
  • Emotion plays a key role in both generating and understanding narrative. In this article we analyzed the emotions represented in a movie script based on 8 emotion types from the wheel of emotions by Plutchik. First we conducted manual emotion tagging scene by scene. The most dominant emotions by manual tagging were anger, fear, and surprise. It makes sense when the film script we analyzed is a thriller-genre. We assumed that the emotions around the climax of the story would be heightened as the tension grew up. From manual tagging we could identify three such duration when the tension is high. Next we analyzed the emotions in the same script using Python-based NLTK VADERSentiment tool. The result showed that the emotions of anger and fear were most matched. The emotion of surprise, anticipation, and disgust, however, scored lower matching.

Plant Community Structure of the Baekcheon Valley in Taebaeksan Area, the Baekdudaegan (백두대간 태백산지역 백천계곡의 식물군집구조)

  • 조현서;최송현
    • Korean Journal of Environment and Ecology
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    • v.15 no.4
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    • pp.369-378
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    • 2002
  • To investigate the forest structure and to suggest the basic data of forest in the Baekcheon Valley, fifty plots were set up and surveyed According to the analysis of classification by TWINSPAN. the community was divided by five groups of Quercus mongolica-Pinus densiflora(I), P. densiflora-Q. mongolica(II), Acer pseudosieboldianum-Q. mongolica(III). Betula schmidtii-A. pseudosieboldianum(IV), and Cornus controversa community(V). The structure of communities was investigated using importance value by layers The survey results were summarized as follows: 1) the results of annual ring analysis revealed that the age of Pinus densiflora forest was about 50~75 years old and Q. mongolica forest was about 40 years. 2) number of the average species was 11 1$\pm$2.2 and number of average individual was 74.6$\pm$28 1 per a plot(100$m^2$). From the above results including DBH distribution analysis it was anticipated that the deciduous broad leaf tree like C. controversa and B. schmidtii will be climax species instead of Q. mongolica. and P. densiflora.

Immunoreactive Atrial Natriuretic Peptide in Frog Tadpoles, Rana amurensis, at Different Stases of the Life Cycle (개구리 유생(Rana amurensis)의 생활사에 따른 immunoreactive Atrial Natruretic Peptide의 함량 변동)

  • Hoon Ryu;Lee, Geum-Yeong;Cho, Kyung-Woo;Kim, Suhn-Hee;Jeong, Goo-Bo;Sik Yoon
    • The Korean Journal of Zoology
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    • v.36 no.1
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    • pp.97-108
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    • 1993
  • The biochemical characteristics of immunorecative atrial natriuretic peptide (irAUPP and the changes in the levels of irANP in the heart were investigated during the metamorphosis of frog tadpoles. Immunohistochemical localization of pro-ANP in cardiocfes and the presence of irAW in the peritoneal fluid of metamorphosing tadpoles were also examined. The major form of irANP in the cardiocvtes of tadpoles (Rana omurensisp was high molecular weight on gel filtration chromatographv and reverse-phase HPLC. The levels of irANP in the atrium of tadpoles were five to seven times higher than those in the ventricle. In metamorphosing tadpoles the levels of irANP in the atrium increased at stage XX, the climax of metamorphosis, and decreased at stage XXV (P < 0.051, the completion of metamorphosis. When the levels of irANP was expressed as a function of body weight of tadpoles, a continuous increase in the levels of irANP was observed from pre- to postmetamorphosis (P < 0.051. The levels of irAUP in the ventricle were found to be higher in the adult frogs than in tadpoles (R. omurensisl (P < 0.01). Pro-ANP (31-67) immunoreactivity was detected in the ventricle as well as in the atrium of tadpoles fR. nigromaculotal. The peritoneal fluid was also found to contain low molecular weight of irAUP and the levmils of irANP were 55.4 $\pm$ 9.1 pg/ml. Changes of the level of irANP at different stases of the life cycle suggest that ANP may play a role in the regulation of body fluid homeostasis of frog tadpoles during the metamorphosis.

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Analysis of the Forest Community Structure in the Dongwol Valley at the Geyryongsan National Park (계룡산국립공원 동원계곡의 삼림군집구조 분석)

  • 최송현;조현서;박은희
    • Korean Journal of Environment and Ecology
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    • v.15 no.3
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    • pp.237-246
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    • 2001
  • To investigate the forest structure and to suggest the basic data of forest in the Dongwol Valley, the Gyeryongsan National Park, forty one plots were set up and surveyed. According to the analysis of classification by TWINSPAN, the community was divided by seven groups of Carpinus taxinora(I), Styrax japonica(II), Pinus densiflora A type(III), Quercus acutissima(IV), P. densinora-Q. valiabilis(V), p. densinora B type(Ⅵ) and Q. mongolica community(Ⅶ). The structure of communities were investigated using importance value. The survey results were summarized as follows: 1) the results of annual ring analysis revealed that the age of forest in the Dongwol Valley was about 30~50 years old,2) number of the average species was 15.6$\pm$4.7 and number of average individual was 124.9$\pm$36.4 per a plot(100$\textrm{cm}^2$). From the above results, it was anticipated that C. laxiflora will be climax species instead of Q. spp. and P. densinora.

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The Analysis of the Forest Community Structure of T$\v{o}$kyusan National Park- Case Study of Paekryunsa-Kumpotan - (덕유산 국립공원의 삼림군집구조분석 -백련사-금포탄 지역을 중심으로-)

  • 이경재;최송현;조현서;이윤원
    • Korean Journal of Environment and Ecology
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    • v.7 no.2
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    • pp.135-154
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    • 1994
  • To investigate the forest structure in valley of Kumpotan-Paekryunsa of Tokyusan National Park, fourty plots were set up and surveyed. According to the analysis of classification by TWINSPAN, community divided by 8 groups. The divided groups are Carpinus laxiflora-C. cordata community(I), Pinus densiflora-C. laxiflora-Quercus serrata community(II), C. laxiflora community(III), Q. mongolica-C. laxiflora community(IV), Q. spp. community(V, Ⅵ), and Fraxinus mandshurica community(Ⅶ, Ⅷ). In the analysis of ordination techniques, DBH distribution, environmental variables etc., community Ⅶ and Ⅷ were pointed out edaphic climax. So the successional trends seems to be from P. densiflora through Q. mongolica, Q. serrata to C. laxiflora, C. cordata, F. mandshurica in canopy layer. And in the subtree and shrub layer, it was expected that Rhododendron mucronulatum, Rh. schlippenbachii, Rhus trichocarpalongrightarrowAcer pseudo-sieboldianum, Lespedeza maximowiczii, Euonymus oxyphyllus, Symplocos chinensis for. pilosalongrightarrowStaphylea bumalda, Weigela subsessilis. According to the results of the analysis for the relationship between environmental variables and species, F. mandshurica correlated with exchangeable cations significantly.

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Restoration Model of Evergreen Broad-leaved Forests in Warm Temperate Region(II) - Vegetational Structure - (난대 기후대의 상록활엽수림 복원 모형(II) - 식생구조 -)

  • 오구균;김용식
    • Korean Journal of Environment and Ecology
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    • v.10 no.1
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    • pp.87-102
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    • 1996
  • To study vegetational structure of the Korean warm temperate region fifty two plots were surveyed in evergreen broad-leaved forests of southern islands. The vegetational structures among sites were dissimilar in virtue of geographical isolation and artificial disturbance. The surveyed plots were generally classified into three groups; the first, the group in which plant succession has proceeded naturally, the second, the group which was disturbed and managed for a long time, the third, the group which was afforested and has been succeeded into evergreen broad-leaved forest. The species with constancy over 80% in fifty two plots were Machilus thunbergii, Eurya japonica, Trachelospermum asiaticum var. intermidium, Cinnamomum japonicum, and Ligustrum japonicum. The community of Lozoste lancifolia, which is assumed to be a climax community of the Korean warm temperate region, remains in Chudo and Aedo. The secondary succession of seashore forest which were disturbed in the past will be done into Castanopsis cuspidata var. sieboldii

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Temporal Change in Vertical Distribution of Woody Vegetation on the Flank of Sakurajima Volcano, Southern Kyushu, Japan

  • Teramoto, Yukiyoshi;Shimokawa, Etsuro;Ezaki, Tsugio;Lim, Young-Hyup;Kim, Suk-Woo;Chun, Kun-Woo
    • Journal of Forest and Environmental Science
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    • v.32 no.3
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    • pp.270-279
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    • 2016
  • This study explained vertical distributions and growth environments for woody vegetation. It had been degenerated by long-term volcanic activity of Sakurajima; vegetation and thicknesses of tephra layers and forest soils were investigated at 5 sites (250-700 m in altitude) with different altitudes localized at the northwestern-northern flanks of Sakurajima in Kagoshima Prefecture. The results in 2015 were compared with the vertical distribution of woody vegetation in 1963, when the volcanic activity of Sakurajima was relatively moderate. Thus, we investigated temporal changes in the vertical distribution of woody vegetation owing to volcanic activity over about 50 years (1963-2015). We indicated altitude decreased, the number of woody vegetation, number of species, sum of cross-sectional area of tree diameter at breast height, Fisher-Williams's diversity index ${\alpha}$, and forest soil thickness increased. However, these values were found to be degenerated when compared to climax forest values, and succession was incomplete. It seems that because the woody vegetation of the flank was affected by volcanic activity for a long time, exposing them to severe growth environments, areas with lower altitudes became distant from the craters of Sakurajima, thereby weakening the effect of volcanic activity in these areas at lower altitudes. a at the same altitudes over about 50 years (1963-2015) decreased by about 31-72%, and the sum of the cross-sectional area in tree diameter at breast heights decreased by about 14-62%. Thus, comparative growth environments for woody vegetation in 2015 were more severe than that of 1963, with respect to tephra layer thickness. In addition, for vegetation succession in the flank of Sakurajima, vegetation restoration should be promoted through the introduction of artificial woody plants covered by symbiotic microorganisms or organic materials.

Distribution and Properties of Microorganisms in Soil of Representative Vegetation of Mt. Nam (남산 주요 식생의 토양 미생물의 분포 및 생리적 특성)

  • 성치남;백근식;김종홍;전영문;김정근
    • The Korean Journal of Ecology
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    • v.21 no.5_3
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    • pp.703-712
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    • 1998
  • Physicochemical factors, microbial population size and the properties of the bacterial isolates were estimated to find out the nature of soil ecosystem of Mt. Nam. Samples were obtained from the surface layer of soils on which specific plant community is developed. Average content of moisture and organic matter of the soils were 21.6% and 17.3%, respectively. These values were similar to those of developing forest soils, but were slightly lower than those of climax ecosystem such as Piagol in Mt. Chiri. Chiri. Content of phosphate was higher than those of other forest soils. The population size of soil bacteria ranged from 27.4 to 195.8 ${\times}\;10^5$ CFU/g. duy soil, and the size is somewhat dependent on the moisture and oranic matter content of soils. A large number of bacteria were able to decompose macromolecules such as starch, elastin and gelatin. Bacterial species composition of each soil was comparatively simple. Pseudomonas, Agrobacterium, Flavobacterium and Xanthomonas which are Gram-negative short rods were widely distributed in the forest soils. The endospore forming Bacillus species were also the main constituents of the soil microflroa. Actinomycetes were widely distributed in the forest soils, but the distribution pattern varied in each site. Most of the actinomycetes were also able to decompose organic macromolecules. The rate of resistant actinomycete strains to antibiotics and heavy metals were lower than those from cultivated soils, but higher than those from well-preserved forest soils. Antibiosis pattern of the actinomycete isolates was similiar to the resistance pattern. This means the forest soils of Mt. nam was somewhat interferred by artificial behabiour.

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Distribution and Properties of Soil Microorganisms Isolated from Representative Plant Communities of Mt. Paektu (백두산의 식생에 따른 토양 미생물의 분포 및 특성)

  • 성치남;백근식;김종홍
    • The Korean Journal of Ecology
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    • v.21 no.5_2
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    • pp.575-583
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    • 1998
  • Physicochemical factors, microbial population size and the properties of the bacterial isolates were assessed to find out the nature of soil ecosystem of Mt. Paektu. Samples were obtained from the surface layer of soils on which specific plant community is developed. Average content of moisture, organic matter and avaiable phosphate of the soils were 21.6%, 17.3% and 2.48mg/100g, respectively. These values were similar to those of developing forest soils, but were slightly lower than those of climax ecosystem such as Piagol in Mt. Chiri. The population size of soil bacteria ranged from 2.7 to $202.5{\times}10^5$ CFU/g.dry soil, and the size is somewhat dependent on the content of moisture and oranic matter of the forest soil. A large number of bacteria was able to decompose macromolecules such as starch, elastin and gelatin. While the distribution rate of resistant bacteria to antibiotics was high, that to toxic chemicals was low. This means that the competition between microorgani는 predominate over the interference with artificial behaviour such as spread of pesticides in the surveyed region. Bacterial species composition of each soil was comparatively simple. Pseudomonas, Agrobacterium, Flavobacterium and Xanthomonas which are Gram-negative short rods were widely distributed in the forest soils. The endospore forming Bacillus species were also main constituents of the soil microflroa. any one of the strains was not identified as Azospirillum or Micrococcus which are known to be one of major constituents of the forest soil. for the correct identification of isolates chemotaxonomic studies will be proceeded, and the strains are to be stored in the Type collection Center.

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Long-term Statistical Analysis of the Simultaneity of Forbush Decrease Events at Middle Latitudes

  • Lee, Seongsuk;Oh, Suyeon;Yi, Yu;Evenson, Paul;Jee, Geonhwa;Choi, Hwajin
    • Journal of Astronomy and Space Sciences
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    • v.32 no.1
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    • pp.33-38
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    • 2015
  • Forbush Decreases (FD) are transient, sudden reductions of cosmic ray (CR) intensity lasting a few days, to a week. Such events are observed globally using ground neutron monitors (NMs). Most studies of FD events indicate that an FD event is observed simultaneously at NM stations located all over the Earth. However, using statistical analysis, previous researchers verified that while FD events could occur simultaneously, in some cases, FD events could occur non-simultaneously. Previous studies confirmed the statistical reality of non-simultaneous FD events and the mechanism by which they occur, using data from high-latitude and middle-latitude NM stations. In this study, we used long-term data (1971-2006) from middle-latitude NM stations (Irkutsk, Climax, and Jungfraujoch) to enhance statistical reliability. According to the results from this analysis, the variation of cosmic ray intensity during the main phase, is larger (statistically significant) for simultaneous FD events, than for non-simultaneous ones. Moreover, the distribution of main-phase-onset time shows differences that are statistically significant. While the onset times for the simultaneous FDs are distributed evenly over 24-hour intervals (day and night), those of non-simultaneous FDs are mostly distributed over 12-hour intervals, in daytime. Thus, the existence of the two kinds of FD events, according to differences in their statistical properties, were verified based on data from middle-latitude NM stations.