• Title/Summary/Keyword: Summary generation

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Removal of Ammonia in Aquaculture Wastewater by Electrolysis with Switching Poles (극전환 전해 반응기를 이용한 양식 폐수 내 암모니아 제거)

  • Kang, Ki Moon;Kim, A Ram;Won, Yong-Sun;Lee, Jea-Keun;Lim, Jun-Heok
    • Clean Technology
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    • v.21 no.1
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    • pp.45-52
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    • 2015
  • We have introduced switching poles in the conventional electrolysis for the removal of ammonia in aquaculture wastewater to prevent the fouling on the electrode surface by the deposition of insoluble metallic compounds. We have also tried to locate the optimal period of switching poles considering the effect of the current loss during switching poles on the free chlorine generation. First, we have observed the decrease of free chlorine generation with the decrease of the period of switching poles due to the expected current loss, and this would lead to the decrease of ammonia removal efficiency. Meanwhile, the measurement of calcium and magnesium concentration in wastewater vs. the period of switching poles have demonstrated that a properly low level of fouling on the electrode surface could be retained with a period of switching poles of less than 60 sec by the decomposition of metallic compounds during switching poles. In a summary, we have optimized the period of switching poles to gain a high level of free chlorine generation and a high level of fouling prevention on the electrode at the same time.

Effect of Non-Plastic Fines Content on the Pore Pressure Generation of Sand-Silt Mixture Under Strain-Controlled CDSS Test (변형률 제어 반복직접단순전단시험에서 세립분이 모래-실트 혼합토의 간극수압에 미치는 영향)

  • Tran, Dong-Kiem-Lam;Park, Sung-Sik;Nguyen, Tan-No;Park, Jae-Hyun;Sung, Hee-Young;Son, Jun-Hyeok;Hwang, Keum-Bee
    • Journal of the Earthquake Engineering Society of Korea
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    • v.28 no.1
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    • pp.33-39
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    • 2024
  • Understanding the behavior of soil under cyclic loading conditions is essential for assessing its response to seismic events and potential liquefaction. This study investigates the effect of non-plastic fines content (FC) on excess pore pressure generation in medium-density sand-silt mixtures subjected to strain-controlled cyclic direct simple shear (CDSS) tests. The investigation is conducted by analyzing excess pore pressure (EPP) ratios and the number of cycles to liquefaction (Ncyc-liq) under varying shear strain levels and FC values. The study uses Jumunjin sand and silica silt with FC values ranging from 0% to 40% and shear strain levels of 0.1%, 0.2%, 0.5%, and 1.0%. The findings indicate that the EPP ratio increases rapidly during loading cycles, with higher shear strain levels generating more EPP and requiring fewer cycles to reach liquefaction. At 1.0% and 0.5% shear strain levels, FC has a limited effect on Ncyc-liq. However, at a lower shear strain level of 0.2%, increasing FC from 0 to 10% reduces Ncyc-liq from 42 to 27, and as FC increases further, Ncyc-liq also increases. In summary, this study provides valuable insights into the behavior of soil under cyclic loading conditions. It highlights the significance of shear strain levels and FC values in excess pore pressure generation and liquefaction susceptibility.

A Text Summarization Model Based on Sentence Clustering (문장 클러스터링에 기반한 자동요약 모형)

  • 정영미;최상희
    • Journal of the Korean Society for information Management
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    • v.18 no.3
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    • pp.159-178
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    • 2001
  • This paper presents an automatic text summarization model which selects representative sentences from sentence clusters to create a summary. Summary generation experiments were performed on two sets of test documents after learning the optimum environment from a training set. Centroid clustering method turned out to be the most effective in clustering sentences, and sentence weight was found more effective than the similarity value between sentence and cluster centroid vectors in selecting a representative sentence from each cluster. The result of experiments also proves that inverse sentence weight as well as title word weight for terms and location weight for sentences are effective in improving the performance of summarization.

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Text summarization of dialogue based on BERT

  • Nam, Wongyung;Lee, Jisoo;Jang, Beakcheol
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.8
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    • pp.41-47
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    • 2022
  • In this paper, we propose how to implement text summaries for colloquial data that are not clearly organized. For this study, SAMSum data, which is colloquial data, was used, and the BERTSumExtAbs model proposed in the previous study of the automatic summary model was applied. More than 70% of the SAMSum dataset consists of conversations between two people, and the remaining 30% consists of conversations between three or more people. As a result, by applying the automatic text summarization model to colloquial data, a result of 42.43 or higher was derived in the ROUGE Score R-1. In addition, a high score of 45.81 was derived by fine-tuning the BERTSum model, which was previously proposed as a text summarization model. Through this study, the performance of colloquial generation summary has been proven, and it is hoped that the computer will understand human natural language as it is and be used as basic data to solve various tasks.

Analysis of Video Advertisement Production Direction based on Generation Z Lifestyle and SNS Status (Z세대 라이프스타일과 SNS 현황을 바탕으로 한 영상광고 제작 방향 분석)

  • Cho, Hyun Kyung
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.539-544
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    • 2023
  • In this study, several important aspects were studied in producing video advertisements based on the lifestyle and SNS status of Generation Z. Generation Z highly values participation and interaction due to the nature of SNS, so SNS advertisements should be produced in a way that induces active interaction with viewers and accepts feedback. Here's a summary of the main parts. It prefers various content formats of Generation Z that consume information. Advertisements should be produced in various formats such as text, images, and videos, and should have flexibility suitable for various platforms. Because each SNS platform has its own characteristics due to platform specialization, this study suggests that advertisements analyze the characteristics of the platform and use the appropriate content strategy for the optimized platform. As an emphasis on value proposition, we propose an advertising format setting to focus on what value the product or brand provides. It is important to clearly emphasize the advantages and intrinsic value of a product or service in video advertising, and in conclusion, we propose to focus on the case of increasing interest by adopting modern and trendy design of storytelling as an attractive and unique design method of aesthetic design and visual effects. Considering these factors comprehensively, the research value of this paper will be able to establish an effective SNS marketing strategy by producing video advertisements that match the lifestyle and SNS usage characteristics of Generation Z.

LIGHT-DEPENDENT CELLULAR LEAKAGE FROM CUCUMBER COTYLEDON DISCS TREATED WITH $\delta$-AMINOLEVULINIC ACID, OXYFLUORFEN, AND ROSE BENGAL

  • Lee, Hee-Jae;Cho, Kwang-Yun
    • Journal of Photoscience
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    • v.3 no.1
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    • pp.1-7
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    • 1996
  • When cucumber (Cucumis sativus L.) cotyledon discs were floated on $\delta$-aminolevulinic acid, oxyfluorfen, or rose bengal solution under light condition following 20 h dark incubation, rapid electrolyte leakage from the tissues occurred. The electrolyte leakage from the tissues was dependent on the compounds treated, their concentrations, and the duration of light exposure to the tissues. Dark incubation before exposure to continuous white light enhanced electrolyte leakage from the tissues treated with the compounds and reduced lag period for the activity of the compounds. Electrolyte leakage from the treated tissues was greatly influenced by the light intensity to which they were exposed. Higher light intensities stimulated electrolyte leakage and reduced lag period. Porphyrin biosynthesis inhibitors, gabaculine and 4,6-dioxoheptanoic acid, completely inhibited electrolyte leakage from the oxyfluorfen-treated tissues. Protection against the activity of $\delta$-aminolevulinic acid from electrolyte leakage was complete with 4,6-dioxoheptanoic acid, but not with gabaculine. However, gabaculine and 4,6-dioxoheptanoic acid gave no such protection against rose bengal activity. In summary, our results indicate that $\delta$--aminolevulinic acid, oxyfluorfen, and rose bengal exert their effects by causing electrolyte leakage from the treated tissues in a similar manner, except that oxyfluorfen has an apparent lag period for its action on electrolyte leakage increase. All above compounds require preincubation of treated tissues in darkness and subsequent light exposure with a high intensity for their maximal activities. Our results also support that in the presence of light, $\delta$-aminolevulinic acid and oxyfluorfen cause cellular damage through the indirect generation of singlet oxygen from accumulated tetrapyrroles of porphyrin pathway, whereas rose bengal causes cellular damage through the direct generation of singlet oxygen.

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An application of LAPO: Optimal design of a stand alone hybrid system consisting of WTG/PV/diesel generator/battery

  • Shiva, Navid;Rahiminejad, Abolfazl;Nematollahi, Amin Foroughi;Vahidi, Behrooz
    • Advances in Energy Research
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    • v.7 no.1
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    • pp.67-84
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    • 2020
  • Given the recent surge of interest towards utilization of renewable distributed energy resources (DER), in particular in remote areas, this paper aims at designing an optimal hybrid system in order to supply loads of a village located in Esfarayen, North Khorasan, Iran. This paper illustrates the optimal design procedure of a standalone hybrid system which consists of Wind Turbine Generator (WTG), Photo Voltaic (PV), Diesel-generator, and Battery denoting as the Energy Storage System (ESS). The WTGs and PVs are considered as the main producers since the site's ambient conditions are suitable for such producers. Moreover, batteries are employed to smooth out the variable outputs of these renewable resources. To this end, whenever the available power generation is higher than the demanded amount, the excess energy will be stored in ESS to be injected into the system in the time of insufficient power generation. Since the standalone system is assumed to have no connection to the upstream network, it must be able to supply the loads without any load curtailment. In this regard, a Diesel-Generator can also be integrated to achieve zero loss of load. The optimal hybrid system design problem is a discrete optimization problem that is solved, here, by means of a recently-introduced meta-heuristic optimization algorithm known as Lightning Attachment Procedure Optimization (LAPO). The results are compared to those of some other methods and discussed in detail. The results also show that the total cost of the designed stand-alone system in 25 years is around 92M€ which is much less than the grid-connected system with the total cost of 205M€. In summary, the obtained simulation results demonstrate the effectiveness of the utilized optimization algorithm in finding the best results, and the designed hybrid system in serving the remote loads.

Comparative Study of Social Integration Policies for Multi-cultural Families in Korea and the United States (다문화가족을 위한 사회통합정책에 관한 한.미 비교연구)

  • Sung, Mi-Ai
    • Journal of Family Resource Management and Policy Review
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    • v.15 no.3
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    • pp.63-81
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    • 2011
  • This study examined social integration policies for multi-cultural families in Korea and the United States through a literature review and internet research. Because the United States has developed and maintained its own culture, this was an appropriate country to compare to Korea in terms of social integration policy. There were four main results. First, both countries enforce assimilation policies for multi-cultural families. Second, most social integration programs and services for multi-cultural families in Korea are carried out by the Multi-cultural Family Support Centers, which are supported by the national and local governments in Korea. However, because the U.S. government has preserved a laissez-faire approach to policies for immigrant families, there are no government-based support centers for multi-cultural families in the United States. Third, both countries focus on the assimilation of multi-cultural families. Nevertheless, the U.S. government promotes a balance between ethnic identity and U.S. citizenship. Fourth, the U.S. government strongly supports second-generation education and development programs that recognize the second generation as a human resource for the future of society. In summary, even though there were some cultural differences between the two countries, the United States' assimilation policies based on ethnic identity would be useful for Korean integration policies. In addition, it is very important to offer opportunities for mutual integration in everyday life between Korean families and multi-cultural families.

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An Analysis of the Effect of Employer's Safety Management Commitment on Occupational Accident - Focusing on the Mediating Effect of Safety Climate and Safety Expenditure - (사업주의 안전경영의지가 산업재해에 미치는 영향 분석 - 안전분위기와 안전지출의 매개효과를 중심으로 -)

  • Dong-Je Jo
    • Journal of the Korean Society of Safety
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    • v.38 no.1
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    • pp.62-69
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    • 2023
  • We need a new approach to reduce serious occupational accidents. This needs a commitment to secure employer's safety, characterized by a culture that prevents occupational accidents and appropriates safety expenditure. This study analyzed the factors that relate how a safety management commitment to safety climate in the workplace and safety expenditure affects the generation of occupational accidents. The summary of the result is as follows. First, both safety climate and safety expenditure have direct negative effects on the generation of occupational accidents (-0.136 [p = 0.010] and -0.100 [p = 0.008] respectively). Second, the safety management commitment has no significant direct effect towards generating occupational accidents (p = 0.105). Third, the safety management commitment has positive effects toward both building a safety climate and increasing safety expenditure (0.664 [p = 0.000] and 0.178 [p = 0.000] respectively). The safety management commitment however, has negative effects on generating occupational accidents (-0.090 [p = 0.004] through safety climate and -0.018 [p = 0.004] through safety expenditure). Hence, the safety management commitment has positive effects on decreasing occupational accidents through safety climate and safety expenditure (-0.108 [p = 0.004]). In conclusion, the safety management commitment by employers reduces occupational accidents through its impact on safety climate and safety expenditure in work places. Therefore, in order to reduce accidents, the employer should focus on creating a safety climate and investing in safety expenditure in the work place.

A Study on Criticism of Korean Social Welfare Studies in the Early Formative Period -focused on the First Generation's Introductory Texts and the Perspective of Historicism- (한국 사회복지학 비평 -형성 초기 1세대의 개론서와 역사주의 관점 중심으로-)

  • Choi, Ok-Chai
    • Korean Journal of Social Welfare
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    • v.64 no.3
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    • pp.231-255
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    • 2012
  • This study has aimed to observe the starting point of Korean social welfare studies with the perspective of historicism. Basically, this study has focused on the following research question; by what kind of influences and contents had been built Korean social welfare studies in the early days? The collected data from introductory texts which had been written by the first generation of Korean social welfare studies was analyzed according to the framework as follows; 1) historical summary of the texts, 2) individual historical disposition of the writers, 3) historical application of the principle terms, and 4) historical context of the contents for social welfare studies. As results, some issues related with the formation of Korean social welfare studies are stressed as follows; 1) data collecting from the first generation of the researchers and writers for recovering the introductory texts, 2) study of the influences of christianity, 3) study on the influences of aid agencies from oversees, 4) study on the influence of the mixed with American and Japanese social welfare studies, and 5) study on the examination of developing process of Korean social welfare studies afterward. Finally, the limit of this study that the individual history of writers could not cope detailed and deeply is mentioned.

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