• Title/Summary/Keyword: EDA

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Comparison of Online Shopping Mall BEST 100 using Exploratory Data Analysis (탐색적 자료 분석(EDA) 기법을 활용한 국내 11개 대표 온라인 쇼핑몰 BEST 100 비교)

  • Kang, Jicheon;Kang, Juyoung
    • The Journal of Bigdata
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    • v.3 no.1
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    • pp.1-12
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    • 2018
  • Since the beginning of the first online shopping mall, BEST 100 is being provided as the core of all shopping mall websites. BEST 100 is greatly important because consumers can identify popular products at a glance. However, there are only studies using sales outcome indicators, and prior studies using BEST 100 are insignificant. Therefore, this study selected 11 online shopping malls and compared their main characteristics. As a research method, exploratory data analysis technique (EDA) was used by crawling the BEST 100 components of each shopping mall website, such as product name, price, and free shipping check. As a result, the total average price of 11 shopping malls was 72,891.41 won. Sales texts were classified into 8 categories by text mining. The most common category was the fashion part, but it is significant that the setting of the category analyzed the marketing text, not the product attribute. This study has implications for understanding the current online market flow and suggesting future directions by using EDA.

A Researh for Consumer Dissatisfaction and Institutional Improvement of The Overseas Direct Purchase using Exploratory Data Analysis (탐색적 자료 분석(EDA) 기법을 활용한 온라인 해외직접구매에 대한 소비자 불만족 및 제도 개선 방안 연구)

  • Park, Seongwoo;Kang, Juyoung
    • The Journal of Bigdata
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    • v.5 no.1
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    • pp.41-54
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    • 2020
  • With the recent expansion of Internet channels and the development of financial technology and information and communication technology, direct overseas purchases have expanded. Although direct overseas purchases dominate consumers in terms of price and scarcity by providing relatively low-priced products and products that are difficult to obtain in Korea, there is a higher chance of consumer dissatisfaction in terms of delivery, product, A/S and refund than domestic purchases. Therefore, this study analyzed consumer dissatisfaction caused by active overseas direct purchase and studied ways to improve problems with overseas direct purchase. As a research method, Several statistical data were collected from the Korea Consumer Agency(KCA), the Korea Customs Service(KCS) and the Korea International Trade Association(KITA) and analyzed using the Exploratory Data Analysis Technique (EDA). The analysis confirmed that consumers were not well aware of information about direct overseas purchases and that the type or degree of consumer complaints varied depending on the type of purchase. Therefore, this study suggests a direction for the revitalization of overseas direct purchases by using EDA to identify the overall status of overseas direct purchases and consumer dissatisfaction and to improve them.

Effect of Nitrogen Precursors in Non-precious Metal Catalysts on Activity for the Oxygen Reduction Reaction (비귀금속 촉매에서 사용되는 질소 전구체가 산소 환원 반응의 활성에 미치는 영향)

  • Yoon, Ho Seok;Jung, Won Suk
    • Korean Chemical Engineering Research
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    • v.60 no.1
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    • pp.151-158
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    • 2022
  • Iron and nitrogen coordinated carbon catalyst (Fe-N-C) is the most promising non-precious metal catalyst (NPMC) studied to alternate the Pt-group oxygen reduction reaction (ORR) catalyst. In this work, Fe/N/C type catalysts are prepared by four different nitrogen precursors; N, N, N', N'-tetramethylethylenediamine (TMEDA), 1,2-ethylenediamine (EDA), m-dicyanobenzene (DCB), dicyandiamide (DCDA) which can chelate a transition metal; In addition, the catalysts conducted the pyrolysis process at four different temperatures of 700, 800, 900, 1000 ℃ to investigate the ORR activities depend on pyrolysis temperature and to find an appropriate temperature. The characterizations of catalysts were investigated by scanning electron microscope-energy dispersive X-ray spectrometer (SEM-EDS), X-ray diffraction (XRD), and element analysis (EA). The electrocatalytic activity was measured by ORR polarization, also the electron transfer number was calculated from the slope of the K-L plot. The FeNC-EDA-800 which were prepared at pyrolysis temperature of 800 ℃ with EDA showed better ORR activity than the other catalysts.

A Study on Migration of Ethylenediamine and Hexamethylenediamine from Polyamide Utensils (Polyamide 조리기구로부터 Ethylenediamine 및 Hexamethylenediamine의 이행에 관한 연구)

  • Eom, Mi-Ok;Kwak, In-Shin;Yoon, Hae-Jung;Jeon, Dae-Hoon;Choi, Hyun-Chul;Kim, Hyung-Il;Sung, Jun-Hyun;Park, Na-Young;Kim, So-Hee;Lee, Young-Ja
    • Journal of Food Hygiene and Safety
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    • v.25 no.1
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    • pp.36-42
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    • 2010
  • The method for the determination of ethylenediamine (EDA) and hexamethylenediamine (HMDA) in food simulants was developed, and migration amounts of these compounds was monitored for 124 polyamide (PA) utensils. The diurethane derivatives of EDA and HMDA, which produced by reaction with ethyl chloroformate, were analyzed by using gas chromatograph (GC)/flame ionization detector (FID) and GC/mass spectrometer (MS). The developed method was validated with $0.3\;{\mu}g/mL$ of limit of detection (LOD) for EDA and $0.1\;{\mu}g/mL$ of LOD for HMDA, > 0.999 of linearity($r^2$) and > 88% of recovery. The EDA was detected 1.31 and $02.06\;{\mu}g/mL$ for 2 samples in water. The HMDA was detected $0.29\;-\;0.93\;{\mu}g/mL$ for 3 samples in 20% ethanol and $0.26\;-\;0.44\;{\mu}g/mL$ for 10 samples in n-heptane. These migration levels were below the specific migration limits (SML) of $12\;{\mu}g/mL$ and $2.4\;{\mu}g/mL$ for EDA and HMDA established in EU.

Antioxidative Effect of Ethanolic Extracts of Some Tea Materials on Red Pepper Seed Oil (고추씨 기름에 대한 다류 에탄올 추출물의 항산화 효과)

  • 정해정
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.28 no.6
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    • pp.1316-1320
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    • 1999
  • Antioxidative effect of ethanolic extracts of various tea materials(Camellia sinensis, Cassia tora, Lyc ium chinense, Polygonatum odoratum, Schizandrae chinensis) on red pepper seed oil was investigated. Ethanolic extracts were added to red pepper seed oil at a concentration of 0.05%(w/v). Two experimental conditions were employed : 50$\pm$0.1oC for 45 days and 150$\pm$3oC for 24 hours. Oxidation of red pepper seed oil was determined by measuring peroxide value and acid value. Electron donating ability(EDA) and total phenolic contents of each extract were also determined. The result showed that the extracts possess an antioxidative activities. The effectiveness of them was in the following order: C. sinensis>C. tora>P. odoratum>S. chinensis >L. chinense. Ethanolic extracts of C. sinensis showed substantially higher EDA value and total phenol contents than other tea materials. These results indicate that the antioxidative effect was strongly related with EDA and total phenol contents.

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Physiological Activities of Ginger Extracts Originated from Different Habitat

  • Lim, Tae-Soo;Oh, Hyun-In;Kwon, Joong-Ho;Kim, Hyun-Ku
    • Food Science and Biotechnology
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    • v.15 no.1
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    • pp.143-147
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    • 2006
  • Physiological activities of Korean-grown ginger (KG) and Chinese-grown ginger (CG) extracts were examined. Ginger was extracted with water, and 50 and 100% ethanol, and then nitrite-scavenging activity (NSA), superoxide dismutase (SOD)-like activity, and electron-donating ability (EDA) of extracts were investigated. NSA at pH 1.2 was the most effective in 50% ethanol extracts of both origins. SOD-like activities of water and 50% ethanol extracts of both samples were 8.66-35.95% lower than those of 1 and 0.1% L-ascorbate solutions. SOD-like activity of KG extracts was higher than that of CG extracts, and water extracts of samples were the highest. EDA of KG extract was higher (22.23-86.95%) than that of CG extract, while both sample extracts showed lower EDA than those of 1 and 0.1% L-ascorbate solutions.

Low Power SoC Design Trends Using EDA Tools (설계툴을 사용한 저전력 SoC 설계 동향)

  • Park, Nam Jin;Joo, Yu Sang;Na, Jung-Chan
    • Electronics and Telecommunications Trends
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    • v.35 no.2
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    • pp.69-78
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    • 2020
  • Small portable devices such as mobile phones and laptops currently display a trend of high power consumption owing to their characteristics of high speed and multifunctionality. Low-power SoC design is one of the important factors that must be considered to increase portable time at limited battery capacities. Popular low power SoC design techniques include clock gating, multi-threshold voltage, power gating, and multi-voltage design. With a decreasing semiconductor process technology size, leakage power can surpass dynamic power in total power consumption; therefore, appropriate low-power SoC design techniques must be combined to reduce power consumption to meet the power specifications. This study examines several low-power SoC design trends that reduce semiconductor SoC dynamic and static power using EDA tools. Low-power SoC design technology can be a competitive advantage, especially in the IoT and AI edge environments, where power usage is typically limited.

Effect of Various Biodegradable Chelating Agents on Root Growth of Plants under Copper Stress (생분해 되는 다양한 킬레이트가 구리에 노출된 식물의 뿌리성장에 미치는 영향)

  • Lee, Sang-Man
    • Journal of Life Science
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    • v.20 no.1
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    • pp.17-21
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    • 2010
  • Phytoextraction is a method of phytoremediation using plants to clean up metal-contaminated soils. Recently, various chelating agents were used in this method to increase the bioavailability of metals in soils. Even though phytoextraction is an economic and environmentally friendly method, this cannot be applied in highly metal-contaminated areas because plants will not normally grow in such conditions. This research focuses on identifying chelating agents which are biodegradable and applicable to highly metal-contaminated areas. Copper (Cu) as a target metal and cysteine (Cys), histidine (His), citrate, malate, oxalate, succinate, and ethylenediamine (EDA) as biodegradable chelating agents were selected. Ethylenediamine tetracyclic acid (EDTA) was used as a comparative standard. Plants were grown on agar media containing various chelating agents with Cu to analyze the effect on root growth. Cys, His, and citrate strongly diminished the inhibitory effect of Cu on root growth of plants. The effect of oxalate was weak, and malate and succinate did not show significant effects. EDTA diminished and EDA promoted the inhibitory effects of Cu on root growth. These effects of chelating agents are correlated with Cu uptake into the roots. In conclusion, as biodegradable chelating agents, Cys, His, and citrate are good candidates for highly Cu-contaminated areas, while EDA can be useful in phytoextraction for Cu.

Perfluorosulfonate Ionomer (Nafion)막을 이용한 촉진수송 기체분리 특성

  • 강용수
    • Proceedings of the Membrane Society of Korea Conference
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    • 1993.10a
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    • pp.26-29
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    • 1993
  • Perfluorosulfonate Ionomer는 다음과 같은 화학구조를 갖고 있으며(그림 1) 대표적인 예는 DuPont사의 Nafion이다. Nafion은 불소화합물의 고유한 특성 때문에 내약품성과 내용매성이 뛰어나다. Nafion막의 sulfonic acid기를 EDA로 치환하므로써 이산화탄소 및 메탄의 혼합물 분리에서 이산화탄소의 촉진수송현상을 발견하였으며, 매체의 종류에 따른 촉진수송현상에 대한 영향을 연구하였다. 투과도를 증가시키기 위해서는 이산화탄소의 투과도가 가장 우수한 매체 즉 메탄을 사용해야하나 촉진수송효과는 대신 매우적다. 그리고 선택도를 증가시키기 위해서는 이산화탄소와 운반체인 EDA와의 산-염기의 친화력을 극대화 시킬 수 있는 매체인 물을 사용하여야 한다.

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A Study on Design and analysis of DC-DC converter using PSpice and Simulink Co-Simulation (PSpice와 Simulink를 이용한 DC-DC 컨버터 설계 및 해석에 대한 연구)

  • Kim, Mu-Hyun;Chang, Dae-Woong
    • Proceedings of the KIPE Conference
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    • 2011.07a
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    • pp.573-574
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    • 2011
  • 본 논문에서는 DC-DC 컨버터의 설계 및 해석 방법을 PSpice와 Simulink를 이용한 Co-Simulation방법으로 제안하였다. 일반적인 회로 및 제어기 설계방식은 회로와 제어기를 각각 설계하여 시제품으로 측정하는 방법과 이상적인 모델을 이용하여 시뮬레이션 하는 방법을 사용한다. 본 논문에서는 상용 소자모델로 구성된 컨버터를 PSpice로 설계하였고, Simulink에서 PSpice Solver를 이용하여 시뮬레이션 함으로써 일반적인 설계 방식보다 높은 신뢰성을 가진 시뮬레이션 방법을 제안한다.

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