• 제목/요약/키워드: traditional experiments

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가중치 기반의 순차패턴 탐사를 이용한 추천서비스에 관한 연구 (A Study of Recommending Service Using Mining Sequential Pattern based on Weight)

  • 조영성;문송철;안연식
    • 디지털콘텐츠학회 논문지
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    • 제15권6호
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    • pp.711-719
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    • 2014
  • 유비쿼터스 컴퓨팅 환경하에서 전자상거래 대규모가 대형화되고 취급되는 항목제품들도 다종 다양해지고 있는 것이 현실이다. 이러한 유비쿼터스 상거래 시스템은 편리하고 신속하게 제공되어야 하고 다이나믹한 환경에서 실시간성과 민첩성이 요구되고 있다. 데이터마이닝에서 추출한 지식을 적극적으로 활용하는 기법들이 전자상거래에서 구매 촉진을 증진시키는 마케팅 전략으로 활용되고 있다. 본 연구에서는 유비쿼터스 컴퓨팅 환경 하에 지능형 모바일 단말기를 이용한 추천을 위한 가중치기반 순차패턴 탐사를 이용한 추천서비스f를 제안하였다. 본 연구에서는 추천의 정확성을 향상시키고 구매력이 높은 항목제품 및 서비스를 추천하기 위해서 FRAT 세분화 기법을 이용한 가중치기반 순차패턴 탐사를 이용한 추천서비스를 제안하였다. 성능평가를 위해 현업에서 사용하는 인터넷 화장품 쇼핑몰의 데이터를 기반으로 데이터 셋을 구성하여 기존의 방법과 비교 실험을 통해 성능을 평가하여 효용성과 타당성을 입증하였다. 유비쿼터스 상거래에서 시간과 장소에 제약을 받지 않는 모바일 웹앱을 이용한 추천서비스를 위해서 이전방법보다 개선된 방법으로 추천서비스를 구현하였다.

융합센서 기반의 모션캡처 시스템 (Motion Capture System using Integrated Pose Sensors)

  • 김병열;한영준;한헌수
    • 한국컴퓨터정보학회논문지
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    • 제15권4호
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    • pp.65-74
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    • 2010
  • 본 논문에서는 기존의 광학식 모션 캡처에서 생길 수 있는 마커들 간의 간섭이나 복잡한 시스템 구성으로 인한 시스템 설치의 복잡성 문제들을 해결하기 위해, 2차원 위치정보를 제공하는 단일 카메라와 특정부위의 방향정보를 제공하는 가속도센서와 자이로 센서로 구성된 동작센서를 융합하여 간편한 모션 캡처를 실현하는 새로운 기법을 제안한다. 본 논문의 동작 인식은 크게 영상기반 위치 정보와 동작센서기반 방향 정보의 융합을 통해 이루어진다. 영상은 보이는 부위에 장착된 컬러마커의 위치를 기준점으로 제공하고, 동작센서들은 각 패지의 이동방향과 속도를 측정하여 영상에서 제공하는 마커들의 3차원 포즈정보를 알아 낼 수 있다. 제안하는 시스템은 사람동작의 측정에 필요한 최소한의 센서정보를 사용함으로써 시스템의 구성과 센서의 설치가 매우 간단하며 경제적이라는 장점을 갖는다. 이러한 장점은 다양한 실험을 통해 검증하였다.

냉동 방법에 따른 떡의 품질특성 변화 (Quality Characteristics of Korean Rice Cake by Freezing Methods)

  • 이혜진;구수경;최희돈;박종대;성정민;김영붕;최현욱;최윤상
    • 한국식품조리과학회지
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    • 제33권2호
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    • pp.148-154
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    • 2017
  • Purpose: Frozen Korean traditional rice cakes (Sulgitteok and Garaetteok) were evaluated different conditions ($-20^{\circ}C$ and $-10^{\circ}C$) freezing (magnetic resonance quick freezing and air blast freezing) to study differences in quality characteristics. Methods: Experiments analyze Korean rice cakes for water content, water activity, color, textural properties, and sensory characteristics. Results: Moisture content showed high value at $-20^{\circ}C$ freezing regardless of freezing method. Water activity was higher at $-20^{\circ}C$ than $-10^{\circ}C$, and water activity higher magnetic resonance quick freezing than air blast freezing. The lightness values were higher $-20^{\circ}C$ freezing temperature compare to $-10^{\circ}C$ freezing temperature. Hardness and chewiness were the lowest $-20^{\circ}C$ magnetic resonance quick freezing. sensory evaluation both Sulgitteok and Garaetteok showed better overall acceptability at $-20^{\circ}C$ magnetic resonance quick freezing. Conclusion: Therefore, the $-20^{\circ}C$ magnetic resonance quick freezing method resulted in favorable textural properties and sensory characteristics.

Kinetics of Horseradish Peroxidase-Catalyzed Nitration of Phenol in a Biphasic System

  • Kong, Mingming;Zhang, Yang;Li, Qida;Dong, Runan;Gao, Haijun
    • Journal of Microbiology and Biotechnology
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    • 제27권2호
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    • pp.297-305
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    • 2017
  • The use of peroxidase in the nitration of phenols is gaining interest as compared with traditional chemical reactions. We investigated the kinetic characteristics of phenol nitration catalyzed by horseradish peroxidase (HRP) in an aqueous-organic biphasic system using n-butanol as the organic solvent and ${NO_2}^-$ and $H_2O_2$ as substrates. The reaction rate was mainly controlled by the reaction kinetics in the aqueous phase when appropriate agitation was used to enhance mass transfer in the biphasic system. The initial velocity of the reaction increased with increasing HRP concentration. Additionally, an increase in the substrate concentrations of phenol (0-2 mM in organic phase) or $H_2O_2$ (0-0.1 mM in aqueous phase) enhanced the nitration efficiency catalyzed by HRP. In contrast, high concentrations of organic solvent decreased the kinetic parameter $V_{max}/K_m$. No inhibition of enzyme activity was observed when the concentrations of phenol and $H_2O_2$ were at or below 10 mM and 0.1 mM, respectively. On the basis of the peroxidase catalytic mechanism, a double-substrate ping-pong kinetic model was established. The kinetic parameters were ${K_m}^{H_2O_2}=1.09mM$, ${K_m}^{PhOH}=9.45mM$, and $V_{max}=0.196mM/min$. The proposed model was well fit to the data obtained from additional independent experiments under the suggested optimal synthesis conditions. The kinetic model developed in this paper lays a foundation for further comprehensive study of enzymatic nitration kinetics.

감귤 추출물의 미백효능 및 항산화 효능에 관한 연구 (The Study on the Whitening Effects and Antioxidant Activity of Various Citrus Fruits)

  • 김한성;이찬우;김덕희;김기옥;김세재;장이섭
    • 대한화장품학회지
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    • 제33권2호
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    • pp.69-77
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    • 2007
  • 본 연구에서는 제주도 자생 감귤 17종에 대하여 탈색소효과(depigment effect)를 연구하였다. B16 멜라닌 생성세포(B16 melanoma cell)를 이용하여 tyrosinase 및 멜라닌 생성억제 효과를 연구한 결과 대조군 대비하여 농도 의존적으로 감소하는 3종의 미성숙 온주밀감(immature Citrus unshue), 팔삭(Citrus hassaku), 진지향(Citrus sinensis ${\times}$ reticulata)을 도출하였다. 또한, 이와 같이 도출된 감귤 추출물을 이용하여 멜라닌 세포 생성(melanogenesis)에 영향을 미치는 tyrosinase, DOPAchrome tautomerase (TRP-2)와 DHICA oxidase (TRP-1) 단백질 발현을 실험한 결과 tyrosinase, TRP-1, TRP-2 단백질 발현이 감소함을 나타내었다. 특히 이들 중 미성숙 온주밀감은 tyrosinase와 TRP-1 단백질 발현에서 유의적으로 감소하는 결과를 보였다. 본 연구 결과로써 미성숙 온주밀감은 모든 실험에서 우수한 효과를 나타내어 UV에 의해서 야기되는 피부 색소 침착을 방지할 수 있는 물질로서 기대할 수 있다.

Estrogen Receptor Is Activated by Korean Red Ginseng In Vitro but Not In Vivo

  • Shim, Myeong-Kuk;Lee, Young-Joo
    • Journal of Ginseng Research
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    • 제36권2호
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    • pp.169-175
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    • 2012
  • Ginseng has been used as a traditional medicine for treatment of many diseases and for general health maintenance in people of all ages. Ginseng is also used to ameliorate menopausal systems. We investigated the estrogenic activity of Korean red ginseng (KRG) in a transient transfection system, using estrogen receptor (ER) and estrogen-responsive luciferase plasmids in MCF-7 cells. The extract activated both ER${\alpha}$ and ER${\beta}$. KRG modulated the mRNA levels of estrogen-responsive genes such as pS2 and ESR1 and decreased the protein level of ER${\alpha}$. In order to examine in vivo estrogenic activity of KRG, sixteen female Sprague-Dawley rats separated into four groups were studied for nine weeks: non-ovariectomized (OVX) rats treated with olive oil, OVX rats treated with olive oil, OVX rats treated with 17-${\beta}$-estradiol (E2) in olive oil, and OVX rats treated with KRG extract in olive oil. The experiments were repeated for three times and the data of twelve rats were combined. Body weight of OVX rats was greater than that of sham-operated control rats and was decreased by E2 treatment. Uterine weight increased after E2 treatment compared to OVX rats. However, no difference in body or uterine weight was observed with KRG intake. KRG induced reductions in total cholesterol, low density lipoprotein cholesterol/total cholesterol, high density lipoprotein cholesterol/total cholesterol, and low density lipoprotein cholesterol/high density lipoprotein cholesterol, but not to the same degree as did E2 intake. These results show that KRG does contain estrogenic activity as manifested by in vitro study but the activity is not strong enough to elicit physiological responses.

여행경로 추천 서비스를 위한 최적화 수리모형 (New Mathematical Model for Travel Route Recommendation Service)

  • 황인태;김흥섭
    • 산업경영시스템학회지
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    • 제40권3호
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    • pp.99-106
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    • 2017
  • With the increased interest in the quality of life of modern people, the implementation of the five-day working week, the increase in traffic convenience, and the economic and social development, domestic and international travel is becoming commonplace. Furthermore, in the past, there were many cases of purchasing packaged goods of specialized travel agencies. However, as the development of the Internet improved the accessibility of information about the travel area, the tourist is changing the trend to plan the trip such as the choice of the destination. Web services have been introduced to recommend travel destinations and travel routes according to these needs of the customers. Therefore, after reviewing some of the most popular web services today, such as Stubby planner (http://www.stubbyplanner.com) and Earthtory (http://www.earthtory.com), they were supposed to be based on traditional Traveling Salesman Problems (TSPs), and the travel routes recommended by them included some practical limitations. That is, they were not considered important issues in the actual journey, such as the use of various transportation, travel expenses, the number of days, and lodging. Moreover, although to recommend travel destinations, there have been various studies such as using IoT (Internet of Things) technology and the analysis of cyberspatial Big Data on the web and SNS (Social Networking Service), there is little research to support travel routes considering the practical constraints. Therefore, this study proposes a new mathematical model for applying to travel route recommendation service, and it is verified by numerical experiments on travel to Jeju Island and trip to Europe including Germany, France and Czech Republic. It also expects to be able to provide more useful information to tourists in their travel plans through linkage with the services for recommending tourist attractions built in the Internet environment.

The Effect of Text Information Frame Ratio and Font Size on the Text Readability of Circle Smartwatch

  • Park, Seungtaek;Park, Jaekyu;Choe, Jaeho;Jung, Eui S.
    • 대한인간공학회지
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    • 제33권6호
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    • pp.499-513
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    • 2014
  • Objective: The objective of this study was to examine frame ratio of text information and font size in the circle smartwatch. Background: Recently, electronic manufacturers try to develop the original metaphor of traditional wrist watch (circle) in terms of smartwatch. They endeavor to break the square display in order to improve emotional customer satisfaction. Method: The experiments examined twenty level of text information design, combinations of four frame ratios (1:1, 4:3, 16:9, 21:9) and five font sizes (6pt, 7pt, 8pt, 9pt, 10pt). Nineteen participants volunteered for the experiment. Dependent variables were WPM (Words per Minute), reading preference, design preference and total preference. Furthermore, small circle display was made by using circle display data (1.3inch), which was exhibited in IFA (International Funkausstellung) 2014. Results: As a result, ANOVA (Analysis of Variance) revealed that WPM, and task time preference affect the specific frame ratio and font size. Results of ANOVA for reading preference, design preference, total preference were grouped by post-analysis LSD (Least Significant Difference). Among users, display ratio (16:9, 21:9), and font size (9pt) were preferred. In conclusion, 16:9 display ratio and 9pt are adaptable for text information in 1.3inch circle display. Conclusion: From the study, it is shown that 16:9 display ratio and 9pt size are more adaptable for text information in 1.3inch circle display than others. It is mainly due to the fact that the order of frame ratio and font size may affect the usability of reading long text information in a small circle display. Therefore, when developers design a circle display, the square frame ratio and font size are required to be considered according to circle size. Application: The 16:9 display ratio and 9pt font size may be utilized as a text information frame in the circle display design guideline for smartwatch.

A Creative Solution of Distributed Modular Systems for Building Ubiquitous Heterogeneous Robotic Applications

  • Ngo Trung Dung;Lund Henrik Hautop
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 ICEIC The International Conference on Electronics Informations and Communications
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    • pp.410-415
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    • 2004
  • Employing knowledge of adaptive possibilities of agents in multi-agents system, we have explored new aspects of distributed modular systems for building ubiquitous heterogeneous robotic systems using intelligent building blocks (I-BLOCKS) [1] as reconfigurable modules. This paper describes early technological approaches related to technical design, experimental developments and evaluation of adaptive processing and information interaction among I-BLOCKS allowing users to easily develop modular robotic systems. The processing technology presented in this paper is embedded inside each $DUPLO^1$ brick by microprocessor as well as selected sensors and actuators in addition. Behaviors of an I-BLOCKS modular structure are defined by the internal processing functionality of each I-Block in such structure and communication capacities between I-BLOCKS. Users of the I-BLOCKS system can easily do 'programming by building' and thereby create specific functionalities of a modular robotic structure of intelligent artefacts without the need to learn and use traditional programming language. From investigating different effects of modern artificial intelligence, I-BLOCKS we have developed might possibly contain potential possibilities for developing modular robotic system with different types of morphology, functionality and behavior. To assess these potential I-BLOCKS possibilities, the paper presents a limited range of different experimental scenarios in which I-BLOCKS have been used to set-up reconfigurable modular robots. The paper also reports briefly about earlier experiments of I-BLOCKS created on users' natural inspiration by a just defined concept of modular artefacts.

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Healing and preventive effects of low-esterified pectin on liver injury induced by carbon tetrachloride in rats

  • Khotimchenko, Yuri S.;Kolenchenko, Elena A.;Khotimchenko, Maxim Y.;Kovalev, Valeri V.
    • Advances in Traditional Medicine
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    • 제4권1호
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    • pp.28-36
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    • 2004
  • The purpose of this study was to investigate the pharmacological effects of low-esterified pectin on carbon tetrachloride $(CCL_4)-induced$ hepatotoxicity in rats. The study included two experiments. In the first experiment the animals were given daily $CCL_4$ through gavage for 7 days and then 10, 50, or 250 mg/kg b.w. of pectin for 21 days. At the end of experiment rats were killed within 24 hours. The increased bilirubin level, enhanced alanine aminotransferase and aspartate aminotransferase activity in plasma induced by $CCL_4$ were partly normalized by pectin administration in a dose-dependent manner. The pectin treatment also resulted in significant recovery of $CCL_4-induced$ decrease of the liver glycogen content. In addition, pectin significantly improved $CCL_4-induced$ alterations of pro-oxidant and antioxidant biochemical parameters in liver and plasma compared to those of rats administered $CCL_4$. In the second experiment the animals were given daily 10, 50 or 250 mg/ kg b.w. of pectin for 21 days before a 7-day administration of $CCL_4$. Rats were killed 24 hours after the end of experiment. Pretreatment with pectin before $CCL_4$ administration resulted in significantly inhibited increase of the blood enzymatic activities of alanine and aspartate aminotransferases and bilirubin level in a dose-dependent manner. Also, preliminary administration of pectin prevented elevation of malondialdehyde and conjugated diene levels in liver and plasma as well as a reduction of glutathione content in liver of rats given $CCL_4$. These results suggest that low-esterified pectin exert healing and preventive effects on $CCL_4-induced$ hepatotoxicity in rats.