• 한국정보시스템학회지:정보시스템연구
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• 제14권3호
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• pp.53-58
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• 2005

In this study, we will employ a multi-agent for the search and extraction of data in a distributed environment. We will use an Integrator Agent in the proposed model on the Hierarchical Clustering and Association Rule Discovery(HCARD). The HCARD will address the inadequacy of other data mining tools in processing performance and efficiency when use for knowledge discovery. The Integrator Agent was developed based on CORBA architecture for search and extraction of data from heterogeneous servers in the distributed environment. Our experiment shows that the HCARD generated essential association rules which can be practically explained for decision making purposes. Shorter processing time had been noted in computing for clusters using the HCARD and implying ideal processing period than computing the rules without HCARD.

• International Journal of Computer Science & Network Security
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• 제23권9호
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• pp.1-7
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• 2023

Demand prediction is an essential component of any business or supply chain. Large retailers need to keep track of tens of millions of items flows each day to ensure smooth operations and strong margins. The demand prediction is in the epicenter of this planning tornado. For business processes in retail companies that deal with a variety of products with short shelf life and foodstuffs, forecast accuracy is of the utmost importance due to the shifting demand pattern, which is impacted by an environment of dynamic and fast response. All sectors strive to produce the ideal quantity of goods at the ideal time, but for retailers, this issue is especially crucial as they also need to effectively manage perishable inventories. In light of this, this research aims to show how Machine Learning approaches can help with demand forecasting in retail and future sales predictions. This will be done in two steps. One by using historic data and another by using open data of weather conditions, fuel, Consumer Price Index (CPI), holidays, any specific events in that area etc. Several machine learning algorithms were applied and compared using the r-squared and mean absolute percentage error (MAPE) assessment metrics. The suggested method improves the effectiveness and quality of feature selection while using a small number of well-chosen features to increase demand prediction accuracy. The model is tested with a one-year weekly dataset after being trained with a two-year weekly dataset. The results show that the suggested expanded feature selection approach provides a very good MAPE range, a very respectable and encouraging value for anticipating retail demand in retail systems.

• International Journal of Computer Science & Network Security
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• 제23권8호
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• pp.210-216
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• 2023

Demand prediction is an essential component of any business or supply chain. Large retailers need to keep track of tens of millions of items flows each day to ensure smooth operations and strong margins. The demand prediction is in the epicenter of this planning tornado. For business processes in retail companies that deal with a variety of products with short shelf life and foodstuffs, forecast accuracy is of the utmost importance due to the shifting demand pattern, which is impacted by an environment of dynamic and fast response. All sectors strive to produce the ideal quantity of goods at the ideal time, but for retailers, this issue is especially crucial as they also need to effectively manage perishable inventories. In light of this, this research aims to show how Machine Learning approaches can help with demand forecasting in retail and future sales predictions. This will be done in two steps. One by using historic data and another by using open data of weather conditions, fuel, Consumer Price Index (CPI), holidays, any specific events in that area etc. Several machine learning algorithms were applied and compared using the r-squared and mean absolute percentage error (MAPE) assessment metrics. The suggested method improves the effectiveness and quality of feature selection while using a small number of well-chosen features to increase demand prediction accuracy. The model is tested with a one-year weekly dataset after being trained with a two-year weekly dataset. The results show that the suggested expanded feature selection approach provides a very good MAPE range, a very respectable and encouraging value for anticipating retail demand in retail systems.

• 한국콘텐츠학회논문지
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• 제22권2호
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• pp.682-694
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• 2022

본 연구는 한국 경찰영화에 재현된 남성성의 특성과 그 심층적 의미를 2010년대를 중심으로 분석하였다. 이러한 분석 작업은 한국 사회에서 인식하고 있는 남성적인 이상형과 진정한 남성다움을 형상화하는 작업이 될 것이다. 그리고 이를 통해 한국 사회의 이상과 작동에 대해 접근할 수 있을 것이다. 그 결과 한국 경찰영화들은 정신적, 육체적 우월함으로 남성성을 과시하는 영화 속 주인공들을 통해 이상할 정도로 남성다움에 집착하는 한국 사회가 그리는 '남성 이상형'과 '무엇이 남성다운 행동인가'에 대한 기준을 제시한다. 그리고 거칠고 강한 남성의 육체적 승리를 통한 남성성 회복의 순간을 보여주는 결말을 통해 가부장제적 정상성에 대한 욕망을 드러내고 있다. 그 바탕에는 사회정의의 구현을 내세우면서 이를 위해서는 동원되어줄 필수적인 남성성의 존재가 필요하다는 것과 어느 정도의 희생을 감수해야 한다는 주장이 담겨있다.

• 영어영문학
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• 제57권5호
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• pp.757-786
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• 2011

Seneca, the most influential classical Stoic and Justus Lipsius, the founder of Renaissance Stoicism suggest constancy, an unmovable strength of the steadfast mind based on reason and sound judgment, as a practical way or attitude in life full of both public and private evils. As a member of the Sidney family, Wroth is very much likely to have been influenced in molding her concept of constancy by Senecan and Lipsian Stoicism, which was introduced into England through Sir Philip Sidney's friendship with Lipsius. This paper explores Wroth's concept of constancy in Urania as a Stoic ideal in the context of the major Stoic writings of Seneca and Lipsius. While the titular character of the romance Urania shows some inherent attributes of Stoic constancy from the beginning of the romance, Pamphilia as the pattern of constancy gradually perfects the virtue through the ordeals of her love of Amphilanthus and her queenship. Her frequent retirements into private and secluded places are the essential occasions for her disciplining in Stoic constancy through self-examinations of her psychological and emotional disorders and poetry writing. Amphilanthus, a constantly inconstant lover, fully understands the importance of constancy in love as well in life only after his marriage to another woman and Pamphilia's marriage to another man. At the end of the romance they come to accept the vicissitudes of life in Stoic constancy. In Urania, Wroth transforms the strongly masculine Stoic constancy into a female heroic ideal. Thereby she presents those female characters as important political, ethical and cultural subjects and their constancy as a thread through the labyrinths of love and life.

• Journal of Animal Science and Technology
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• 제59권12호
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• pp.28.1-28.8
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• 2017

Background: Major amino acids in pig diets are Lys, Met, Thr, and Trp, but little is known about the requirements for the other essential amino acids, especially on odorous compounds and microbial characteristics in feces of growing-finishing pigs. To this end, different levels of amino acid composition added to diets to investigate the effects of amino acid composition on microbial characteristics and odorous compounds concentration. Methods: A total eight (n = 8) barrows (Landrace ${\times}$ Yorkshire ${\times}$ Duroc) with an average bodyweight of $89.38{\pm}3.3kg$ were individually fed diets formulated by Korean Feeding Standards 2007 (old version) or 2012 (updated with ideal protein concept) in metabolism crates with two replication. After 15-day adaptation period, fresh faecal samples were collected directly from pigs every week for 4 weeks and analysed for total volatile fatty acids (VFA), phenols and indoles by using gas chromatography. The nitrogen was determined by Kjeldahl method. Bacterial communities were detected by using a 454 FLX titanium pyrosequencing system. Results: Level of VFA tended to be greater in 2012 than 2007 group. Among VFAs, 2012 group had greater (p < 0.05) level of short chain fatty acids (SCFA) than control.Concentration of odorous compounds in feces was also affected by amino acid composition in pig diet. Levels of ammonium and indoles tended to be higher in 2012 group when compared with 2007 group.Concentration of phenols, p-cresol, biochemical oxygen demand, and total Kjeldahl nitrogen, however, were lower (P < 0.05) in 2012 treatment group compare to 2007. The proportion of Firmicute phylum were decreased, while the Bacteriodetes phylum proportion increased and bacterial genera includingCoprococcus, Bacillus, and Bacteroides increased (p < 0.05) in 2012 compare to 2007 group. Conclusion: Results from our current study indicates that well balanced amino acid composition reduces odor by modulating the gut microbial community. Administration of pig diet formulated with the ideal protein concept may help improve gut fermentation as well as reduce the odor causing compounds in pig manure.

• 한국전자파학회논문지
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• 제16권8호
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• pp.815-824
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• 2005

본 논문에서 우리는 새로운 방식의 IMT-2000 대역 DGS(Defected Ground Structure) 도허 티 증폭기를 제안하였다. 근본적으로 도허티 증폭기의 능동 로드-풀 회로 해석 기법은 이상적인 고조파 단락 상태를 가정한다. 그러나 기존의 논문에서는 대부분 이러한 이상적인 고조파 단락을 간과하고 있었다. 우리는 도허티 주 증폭기의 부하 변조 동작에 필수적인 출력단의 임피던스 변환 전송 선로와 보조 증폭기의 출력 임피던스 보정을 위한 오프셋 전송 선로에 DGS를 적용함으로써 이러한 가정을 만족시킴과 동시에 이득, 효율 그리고 최대 출력 전력을 개선하였으며, 선형성 개선과 상당한 크기 감소 효과도 얻을 수 있었다. 제안된 DGS 도허티 증폭기의 2차, 3차 고조파는 비교 대상으로 제작된 일반적인 도허티 증폭기에 비해 각각 44.92 dB, 23.77 dB 이상 차단되었다. 그 결과로서 얻어진 DGS 도허티 증폭기의 P1 dB는 0.42 dB 증가하였고 드레인 효율은 최대 $13.4\%,$ 이득은 0.33 dB 증가하였으며, WCDMA 1 FA 신호에 대한 ACPR 특성이 최대 5.4 dEc 개선되었다. 게다가 주 증폭기와 보조 증폭기 경로에서 각각 $90^{\circ}$ 전기각에 해당하는 길이를 줄일 수 있어 전체 회로의 크기를 상당히 줄일 수 있었다.

• Archives of Plastic Surgery
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• 제33권5호
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• pp.612-615
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• 2006

Purpose: An ideal bony construct can be divided into two broad categories: (1) the design and fabrication of biodegradable, biomimetic scaffolds that provide correct signals to induce osteogenesis: (2) the identification of an ideal source of osteoprogenitor cells to seed onto the scaffold. We selected poly-glycolic acid as a synthetic scaffold among various scaffolds because of these properties. Meanwhile, culture medium is supplemented with fetal bovine serum(FBS): such serum contains essential elements such as proteins, hormones, growth factors and trace minerals. The composition of FBS can be ideal for various cell growth in vitro. We supposed that we could enhance bone growth at a fractured site if FBS was mixed with synthetic scaffold-PGA. Methods: We cultured human osteoblasts in five different prepared culture dishes made with FBS and PGA mixture. The mixtures contained different ratio of FBS, that is, 0, 1.5, 3, 7, and 10%. We cultured human osteoblasts for seven days and examined the growth and attachment of the cells at the 1st, 3rd, 5th, 7th days, respectively. Results: In the mixture of 0% FBS and PGA, the growth of the cells lasted for one day. In 1.5 and 3% FBS and PGA, the growth of the cells was examined at the 3rd day, then minimally declined at the 5th and 7th days. In 7% FBS and PGA, the growth of the cells lasted for 5 days, then declined at the 7th day. In 10% FBS and PGA, the growth of the cells lasted for 5 days, then declined at the 7th day. Staining status of the osteoblasts with alkaline phosphatase showed pale pink color in 0% FBS and PGA groups, but bright pink color in 1.5, 3, 7, 10% FBS and PGA groups, especially in 3%, 7%. Conclusion: In consequence, the growth of human osteoblast was higher in the mixture of FBS and PGA groups than in pure PGA ones. It is assumed that the mixture of FBS and PGA affects the proliferation of human osteoblasts.

• Asian-Australasian Journal of Animal Sciences
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• 제19권6호
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• pp.816-824
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• 2006

This study was conducted to evaluate the shoot height at which the yield and nutritive value of wormwood (Artemisia montana) is optimized in order to provide information on its potential to support animal production (Experiment 1). A second objective was to determine how the essential oil (EO) concentration in wormwood hay and silage differ (Experiment 2). In Experiment 1, Artemisia montana was harvested at five different shoot heights (20, 40, 60, 80 and 100 cm) from triplicate $1.8{\times}1.8m$ plots. Dry matter (DM) yield was measured at each harvest date and the harvested wormwood was botanically separated into leaf, stalk and whole plant fractions and analyzed for chemical composition and in vitro dry matter digestibility (DMD). Values for total digestible nutrients (TDN), digestible energy (DE) and metabolizable energy (ME) were subsequently calculated using prediction equations. Dry matter yields of stalk and whole plant increased linearly (p<0.001) and leaf yield increased quadratically (p<0.01) with shoot height, whereas the leaf/stalk ratio decreased linearly (p<0.001). As shoot height increased, there was a linear increase (p<0.001) in leaf DM, ether extract (EE) and neutral detergent fiber (NDF) contents and a quadratic increase (p<0.05) in leaf acid detergent fiber (ADF) and nitrogen free extract (NFE) contents, and stalk and whole plant DM (p<0.001), organic matter (OM, p<0.01 and p<0.05), NDF (p<0.001 and 0.05) and NFE (p<0.05) contents. However, there were decreases in leaf crude protein content (CP, quadratic, p<0.001) and stalk and whole plant EE content (linear, p<0.001), CP (quadratic, p<0.05) and ash (quadratic, p<0.05) contents. Digestibility of DM and TDN, and DE and ME value in leaves were not affected by increasing shoot height, but these measures linearly decreased (p<0.001) in stalk and whole plant. In Experiment 2, the hay had higher DM and CP concentrations, but lower EE concentration than the silage. Essential oil (EO) content in wormwood silage (0.49 g/100 g DM) was higher (p<0.05) than that in wormwood hay (0.32 g/100 g DM). Wormwood hay contained 25 essentail oils (EO) including camphor (10.4 g/100 g), 1-borneol (11.6 g/100 g) and caryophyllene oxide (27.7 g/100 g), and wormwood silage had 26 EO constituents including 3-cyclohexen-1-ol (8.1 g/100 g), trans-caryophyllene (8.6 g/100 g) and ${\gamma}$-selinene (16.8 g/100 g). It is concluded that the most ideal shoot height for harvesting wormwood is 60 cm based on the optimization of DM yield and nutritive value. Wormwood silage had a greater quantity and array of EO than wormwood hay.

• 건축역사연구
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• 제26권1호
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• pp.7-16
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• 2017

One of the essential characteristics of Lewis Mumford's architectural criticism is the coherent emphasis on symbolism. Such emphasis stems from his understanding of city and humanity in the context of civilization: first, that the architecture symbolizes institutions of urban civilization; second, that the technical aspect of human nature should be balanced with its artistic aspects. Mumford believed that each architectural type requires an appropriate symbolic expression corresponding to its purpose and that a new symbolic expression, in a new cultural context, should replace the conventional expression. He took symbolism for an intuitional expression, and read multi-layered meanings of architecture: 'practical function' by way of rational reason and 'symbolic function' by way of intuition. He pursued a balance between practicality and beauty to rectify the situation of modern civilization, in which symbolism, the expression of its intuitional aspect, is in crisis. Ultimately, for Mumford, the essential task of architectural critic is of the interpretation of symbolism, aiming at the correspondence and communication between the architect(artist)'s intuition and critic(interpreter)'s via the media of symbol. The critic can play some privileged role of interpreting even symbols unintended by the architect. The ideal architectural critic, after all, would be the one who is able to understand the city, technology and human beings in the perspective of civilization and to interpret the architect's artistic expression in its highest form through intuition. Mumford established himself as such a critic and evaluated the status of aesthetic accomplishment of his contemporary architecture and technological civilization, giving emphasis on the artistic practice in architecture as a solution.