• Title/Summary/Keyword: 보하이만

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Character-based Subtitle Generation by Learning of Multimodal Concept Hierarchy from Cartoon Videos (멀티모달 개념계층모델을 이용한 만화비디오 컨텐츠 학습을 통한 등장인물 기반 비디오 자막 생성)

  • Kim, Kyung-Min;Ha, Jung-Woo;Lee, Beom-Jin;Zhang, Byoung-Tak
    • Journal of KIISE
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    • v.42 no.4
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    • pp.451-458
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    • 2015
  • Previous multimodal learning methods focus on problem-solving aspects, such as image and video search and tagging, rather than on knowledge acquisition via content modeling. In this paper, we propose the Multimodal Concept Hierarchy (MuCH), which is a content modeling method that uses a cartoon video dataset and a character-based subtitle generation method from the learned model. The MuCH model has a multimodal hypernetwork layer, in which the patterns of the words and image patches are represented, and a concept layer, in which each concept variable is represented by a probability distribution of the words and the image patches. The model can learn the characteristics of the characters as concepts from the video subtitles and scene images by using a Bayesian learning method and can also generate character-based subtitles from the learned model if text queries are provided. As an experiment, the MuCH model learned concepts from 'Pororo' cartoon videos with a total of 268 minutes in length and generated character-based subtitles. Finally, we compare the results with those of other multimodal learning models. The Experimental results indicate that given the same text query, our model generates more accurate and more character-specific subtitles than other models.

Hydrogel Synthesis using Glycosyl Methacrylate and Acrylate: 1. A Study on Chemo-Enzymatic Synthesis of Sorbitan Acrylate (배당화 메타크릴레이트와 아크릴에리트를 이용한 하이드로겔의 합성: I. 솔비탄 아크릴레이트의 화학.효소적 합성에 관한 연구)

  • 박돈희;임근길;정귀택;변기영;김인흥;이광연;김해성
    • KSBB Journal
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    • v.18 no.3
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    • pp.222-228
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    • 2003
  • This study was performed to research a chemo-enzymatic synthesis of sorbitan acrylate. It w as firstly to determine the optimum conditions for D-sorbitol cyclic reaction in the presence of p-toluenesulfonic acid (p-TSA) as catalyst material. It was secondly to find the optimum conditions for sorbitan acrylate synthesis using immobilized lipase Novozym 435 in t-butanol from its materials. The maximum yield of 1,4-sorbitan synthesis were obtained approximately 90% (w/w) at 13$0^{\circ}C$ and 200 mmHg vacuum pressure with 1% (w/w) p-TSA after 150 min reactin time on our experimental system. The product from optimum condition was less color than those obtained at higher temperatures and minimized byproduct and unreacted D-sorbitol. Sorbitan acrylate was synthesized to around 63.5% conversion of 1,4-sorbitan. The experimental optimum condition was found at 5$0^{\circ}C$, atmospheric pressure, 3% (w/v) Novozym 435, 50 g/L 1,4-sorbitan of initial reactant concentration, and 1:3 molar ratio of 1,4-sorbitan to acrylic acid.

A Study on Synthesis and Hydrolysis of the Maleated Polyethylene Wax (무수말레인산으로 그라프트된 폴리에틸렌 왁스의 중합과 가수분해에 대한 연구)

  • Yu, Si-Won;Choi, Joong-So;Na, Jae-Sik
    • Clean Technology
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    • v.19 no.4
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    • pp.393-400
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    • 2013
  • In this study, Polyethylene wax, which was produced in manufacturing process of high density polyethylene was grafted with maleic anhydride (MAH). The influences of reaction parameters on the graft polymerization as well as the effect of hydrolysis of the anhydride functions were investigated. The results show that the grafting degree increased and conversion of maleic anhydride decreased with an increase in MAH monomer content. This means the highest grafting efficiency for the reaction can be met when MAH monomer content is about 15 wt%. DCP (dicumyl peroxide) and DTBP (di-tert-butyl peroxide) have been used as the initiator and the highest yield of grafting was obtained when the initiator content is about 0.5 wt%. However, It can be seen that the gel content values of this polyethylene wax grafted MAH were below 2%. It was also observed that the grafting degree increased with an increase in reaction temperature and the maximum value was reached 2 hours later. Although MAH functions grafted onto polyethylene wax were mainly in the carboxylic acid forms, some anhydride form of MAH appeared in over 5% of grafting degree. As a result of hydrolysis reaction, it was observed that the conversion of anhydride group into carboxylic acid group was reached up to 10%.

Analysis and the Assessment of Exterior Design of Functional Sandals for Stature of Achilles Tendons (아킬레스건 신장용 기능성 샌들의 외형 디자인 평가 분석)

  • Yang, Keun-Young
    • The Journal of the Korea Contents Association
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    • v.12 no.6
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    • pp.182-190
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    • 2012
  • Based on the study, the issues and trends in the current functional sandal designs on the same product line will be examined for the future developments for the functional sandals and the results were obtained as follows. First, the sandals must have a high front heel with wide floors that meet the ground. Second, the preference for the chromatic colour is stronger than the achromatic colors. Third, the sandals must be designed in curves in terms of the height and shape of the heels and design must consider the shoe's balance. Fourth, the product must appear big to provide a sense of stability. However, the sandals must not be designed too big to make them look crude or cause inconvenience while exercising. Fifth, the sandals must not be designed in too complex ways. This study has investigated and analyzed the external design of functional sandals and the user reviews on the actual sandals were not done. Through more detailed studies, the diversity in the design of functional sandals must be south and Korea's competitive edge in the industry and design must be secured for the future.

Simulation training applying SBAR for the improvement of nursing undergraduate students' interdisciplinary communication skills (SBAR 적용 시뮬레이션 교육이 간호학생의 의료팀간 의사소통능력 향상에 미치는 효과)

  • Ha, Yikyung;Lee, Yoonju;Lee, Yeon Hee
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.2
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    • pp.407-419
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    • 2017
  • In this paper, we aim to evaluate the effect of simulation training with a focus on the application of SBAR for the improvement of communication skills of nursing students with physician. The results of the analysis of 25 videos recorded pre/post-simulation were as follows: In terms of the SBAR score, "the most recently measured vital signs" in stage B increased significantly (Z = -2.448, p =.014); the frequency of step-by-step progress in SBAR did not advance to the SBA or SBAR stage in the pre-simulation stage, but increased to 48% post-simulation. The frequencies of SBAR evaluation items mentioned in the post-simulation were the following order: the name of the patient (96%), nurse's name (80%), most recently measured oxygen saturation (76%), and main symptoms (60%). The results of the nurse's judgment (A), request for additional prescription or request for the doctor's direct patient visit (R) were not mentioned. Therefore, it is necessary to consider the application of SBAR in simulation training, which requires problem solving through cooperation with physicians, because it has a positive effect on education in nurse-physician communication.

Antioxidant Compounds and Antioxidant Activities of the 70% Ethanol Extracts from Brown and Milled Rice by Cultivar (벼 품종별 현미와 백미 70% 에탄올 추출물의 항산화 성분 및 항산화 효과)

  • Kim, Dae-Jung;Oh, Sea-Kwan;Yoon, Mi-Ra;Chun, A-Reum;Hong, Ha-Cheol;Lee, Jun-Soo;Kim, Yeon-Kyu
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.39 no.3
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    • pp.467-473
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    • 2010
  • The objectives of this study were to determine various bio-active components from some brown rice and milled rice of some cultivars, as well as to assess their contribution to the radical scavenging linked-antioxidant activity. DPPH or ABTS radical scavenging activities, and reducing power have been used to investigate the relative antioxidant activities of 70% ethanol extracts. The contents of total polyphenol, total flavonoid, $\gamma$-oryzanol, and vitamin E in the extracts were also measured by spectrophotometric methods or HPLC. The antioxidant components and antioxidant activities of 70% ethanol extracts from brown rice were higher than those from milled rice. In addition, our results showed that the high level of antioxidant compounds was found in brown rice of Hongjinju, and the antioxidant activities of the 70% ethanol extracts from pigmented brown rices, such as Hongjinju and Heugkwang, were comparably higher than the others.

An Evaluation of Applicable Feature of Structural Member Using High Volume Fly-Ash Concrete (다량치환된 플라이애시 콘크리트의 구조부재 적용성 평가)

  • Kim, Gyung-Tae;Yoo, Sung-Won
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.3 no.2
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    • pp.109-114
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    • 2015
  • Recently, numerous studies were dedicated on the HVFA concrete using high volume CCPs. In initial studies, main topics are dependent on material properties of HVFA concrete, but several studies were dedicated on the structural behavior of HVFA concrete such as elasticity modulus, stress-strain relationship and structural behavior nowadays. Therefore, in this paper, on the basis of recent studies on the structural behavior, 2 large-scale test members were manufactured with 7.5m span length and fly ash replacement ratio 50%, concrete compressive strength 50MPa in order to apply to the practical structure and evaluate possibility of application. From the test results, although there were small differences between test results and existing research results on the stress-strain relationship, the application to practical structure is not hard. In flexural test, as the produced pattern of displacement and strain were similar to those of general concrete without fly ash, the difference between 50% fly ash concrete and general concrete is very small. And the concrete shear strength obtained by test was similar to that of design code, so existing design code will be also able to apply.

Polysiloxaneimide memebrane for the removal of volatile organics from water by pervaporation (물속의 VOC제거를 위한 Polysiloxaneimide 막 제조 및 투과특성 연구)

  • 장연희;김정훈;이수복;이희우
    • Proceedings of the Membrane Society of Korea Conference
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    • 1998.10a
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    • pp.70-72
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    • 1998
  • 1. 서론 : 최근에 폐수나 지하수 및 음용수에 존재하는 휘발성 유기화합물(Volatile Prganic Compound, VOC)는 심각한 환경오염이 주범이 되고 있다. 이러한 문제를 해결하는 방법으로 흡착, 증류, air stripping 등의 여러 가지 분리기술이 제시되어 왔다. 그러나 전통적인 방법들은 분리된 오염물질이 제2의 상으로 전이된다는 점에서 또 다른 분리공정을 필요로 하는 단점을 지니고 있다. 이에 반해 투과증발공정은 추가적인 분리과정이 없이 효율적으로 오염된 물속의 유기용매를 제거한다는 점에서 많은 관심을 모으고 있다. 이미 알려진 이러한 VOC 제거에는 소수성이면서 고무상인 고분자가 우수한 특성을 가지는 것으로 밝혀졌고 그 중에서 실록산계 고분자가 아주 효과적인 것으로 알려져 있다. 그러나 이러한 실록산계 고분자는 기계적 강도가 약하여 필름의 박막형성능력이 떨어지는 것으로 알려져 있어 이러한 단점을 보완하기 위해 가교구조의 도입이나 공중합체의 구조를 도입하는 연구가 많이 수행되어 왔다. 이러한 연구의 한 방법으로 실록산-아미드공중합체를 이용하여 투과증발에 적용한 연구는 수행되어 왔다. 이들의 제막방법으로 주로 실록산다이아민/방향족다이아민의 비를 달리하거나 실록산다이아민의 분자량의 변화를 달리하면서 실록산-이미드 블록 또는 그래프트중합체를 제조하는 방법을 사용하였다. 이 실험에서는 주로 실록산-이미드의 비율이 낮아지면 유기용매의 선택성에서 물의 선택성으로 바뀌는 percolation point가 관찰되며 이것은 실록산-이미드의 비율이 낮을수록 물속의 유기용매의 제거에 유리하다는 것을 보여준다. 이에 따라 실록산다이아민과 다이안하이드라이드만을 사용한 실록산이미드막이 추천되나 여기에 대한 투과특성연구는 전혀 이루어지지 않았다.정육점이었고 백화점과 재래닭 사육장에서 직접구입도 하고 있었다. 구입 동기는 가족들이 좋아하고 영양가를 생각한다가 62%였으며 구입정보는 주위사람의 권유로 구입하고 있었다. $\bigcirc$ 구입할 때 중점적으로 살펴보는 사항은 신선도와 순수재래종 여부, 위생상태였다. 한편 소비자가 언제나 구입할 수 없다는 의견이 85.2%나 되어 원활한 공급과 시장조성이 아직 정착되지 않고 있었다. $\bigcirc$ 현재 유통되고 있는 재래종닭은 소비자 대부분이 잡종으로 인식하고 있었으며, 재래종과 일반육계와의 구별은 깃털색, 피부색, 정강이색등 외관상으로 구별하고 있었다. 체중에 대한 반응은 너무 작다는 의견이었고, 식품으로의 인식도는 비교적 고급식품으로 인식하고 있다. $\bigcirc$ 재래종닭고기의 브랜드화에 대한 견해는 젊고 소득이 높은 계층에서 브랜드화의 필요성을 강조하고 있다. $\bigcirc$ 재래종달걀의 소비형태는 대부분의 소비자가 좋아하였으나 아직 먹어보지 못한 응답자가 많았다. 재래종달걀의 맛에 대해서는 고소하고 독특하여 차별성을 느끼고 있었다. $\bigcirc$ 재래종달걀의 구입장소는 계란판매점(축협.농협), 슈퍼, 백화점, 재래닭 사육 농장등 다양하였으며 포장단위는 10개를 가장 선호하였고, 포장재료는 종이, 플라스틱, 짚의 순으로 좋아하였다. $\bigcirc$ 달걀의 가격은 200원정도를 적정하다고 하였으며, 크기는 (평균 52g)는 가장 적당하다고 인식하고 있으며, 난각색은 대부분의 응답자가 갈색을 선호하였다. $\bigcirc$ 재래종달걀의 구입시 애로사항은 믿을수 없고, 구입장소를 몰라서, 값

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Effect of Bacterial Population from Rhizosphere of Various Foliage Plants on Removal of Indoor Volatile Organic Compounds (다양한 관엽식물의 근권부 박테리아 집단이 실내 휘발성 유기화합물질의 제거에 미치는 영향)

  • Chun, Se-Chul;Yoo, Mung-Hwa;Moon, Young-Sook;Shin, Mi-Ho;Son, Ki-Cheol;Chung, Ill-Min;Kays, Stanley J.
    • Horticultural Science & Technology
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    • v.28 no.3
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    • pp.476-483
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    • 2010
  • Total bacterial populations were cultured from the Hydroball cultivation media in the rhizospheres of 9 different plants including $Hedera$ $helix$ L. and $Dracaena$ $deremensis$ cv. Warneckii Compacta, etc. These cultured bacterial populations were studied to test if the bacterial populations in the plant growing pots may play a role on removal of volatile organic compounds (VOCs) such as benzene and toluene in the air. To meet this objective, first, we tested the possibility of removal of VOCs by the cultured total bacteria alone. The residual rates of benzene by the inoculation of total bacterial populations from the different plant growth media were significantly different, ranging from 0.741-1.000 of $Spathiphyllum$ $wallisii$ 'Regal', $Pachira$ $aquatica$, $Ficus$ $elastica$, $Dieffenbachia$ sp. 'Marrianne' Hort., $Chamaedorea$ $elegans$, compared to the control with residual rate of 0.596 (LSD, $P$=0.05). This trend was also similar with toluene, depending on different plants. Based on these results, we inoculated the bacterial population cultured from $P.$ $aquatica$ into the plant-growing pots of $P.$ $aquatica$, $F.$ $elastica$, and $S.$ $podophyllum$ inside the chamber followed by the VOCs injection. The inoculated bacteria had significant effect on the removal of benzene and toluene, compared to the removal efficacy by the plants without inoculation, indicating that microbes in the rhizosphere could play a significant role on the removal of VOCs along with plants.

Streamflow Monitoring of Rural Small Streams for Environmental Flows Supply from Irrigation Reservoir (농촌 소하천의 농어촌환경용수 공급을 위한 하천유량 모니터링)

  • Kim, Sang Min;Kim, Sung Jae;Kim, Yong Wan;Park, Tae Yang;Kim, Sung Min;Park, Ki Wook;Jang, Min Won
    • Journal of agriculture & life science
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    • v.45 no.6
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    • pp.237-249
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    • 2011
  • The purpose of this study was to monitor the streamflow of rural streams for investigating the status of stream depletion located downstream of irrigation reservoir. Bonghyun and Hi reservoirs area, located in Gyeongnam, Gosung-gun, Hi-myeon, were selected for study watersheds and streams. Streamflow monitoring were conducted 6 times during the paddy growing season of 2010 from May to October. Streamflow was measured for 18 stations downstream from two reservoirs with the interval of 300m to 500m, The amount of streamflow were highly dependent on the antecedent precipitation and irrigation amount. In most observation stations, streamflow was depleted when precipitation and irrigation were not provided. Pumping from stream for irrigation and water supply for factory and irrigation return flow were also factors on streamflow. Continuous monitoring for rural streams located in downstream of reservoirs are required to quantify the status of streamflow depletion and determine the amount of environmental flows.