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Fuzzy Decision Making-based Recommendation Channel System using the Social Network Database (소셜 네트워크 데이터베이스를 이용한 퍼지 결정 기반의 추천 채널 시스템)

  • Ma, Linh Van;Park, Sanghyun;Jang, Jong-hyun;Park, Jaehyung;Kim, Jinsul
    • Journal of Digital Contents Society
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    • v.17 no.5
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    • pp.307-316
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    • 2016
  • A user usually gets the same suggesting results as everyone else in most of the multimedia social services, nowadays. To address the challenging problem of personalization in the social network, we propose a method which exploits user's activities, user's moods, and user's friend relationships from the social network to build a decision-making system. Depending on a current state of the user's mood, this system infers the most appropriated video for the user. In the system, the user evaluates a set of the given recommendation methods which extract from the user's database social network and assigns a vague value to each method by a weight. Then, we find the fuzzy collection solution for the system and classify the set of methods into subsets, and order the subsets based on its local dominance to choose the best appropriate method. Finally, we conduct an experiment using the YouTube API with a lot of video types. The experiment result shows that the channel recommendation system appropriately affords the user's character, it is more satisfying than the current YouTube based on an evaluation of several users.

New trend of dental education: flipped learning for dental classes using Google classroom platform (치의학 교육의 새로운 트렌드 : 구글 클래스룸을 이용한 플립드 러닝(Flipped learning)의 적용 및 평가)

  • Kong, Jun-Hyeong;Moon, Ho-Jin;Park, Jung-Chul
    • Journal of Digital Contents Society
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    • v.17 no.5
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    • pp.317-327
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    • 2016
  • Flipped learning is a new learning technique which can maximize the learning effect by mixing two or more different learning environments including online & offline, and recently introduced system: 'Google classroom' is the optimized internet platform for flipped learning. This study tried to apply flipped learning to regular course 2nd grade dental students(n=70) and evaluated the satisfaction of students. The subjects of periodontology and operative dentistry were chosen to evaluate flipped learning model for regular course 2nd grade dental students(n=70). Each class consisted of six classes, and three times of them were performed in conventional classes and the other three times were in flipped learning method by using Google classroom. Evaluation of satisfaction progressed at the end of class. In this study, application of flipped learning in the dental college classes showed high efficiency in terms of degree of understanding, self-directed learning and motivation. Collectively, it was shown that flipped learning using Google classroom can be a reliable platform in dental classes.

An Empirical Study on the Importance of Sales Agency in Apartment Sale by AHP and Fuzzy Analysis (AHP 및 Fuzzy 분석을 통한 분양대행사의 분양성 결정요인 중요도 분석)

  • Park, Hyung Nam;Eum, Soo Won
    • Journal of Digital Contents Society
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    • v.19 no.7
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    • pp.1365-1372
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    • 2018
  • The purpose of this study is to analyze the importance of the determinants of housing sales agency's role in the sale of apartment housing. For this purpose, a hierarchical decision model was constructed to understand the role and importance of the sales agency. The analytical variable items structured by the research model were set up through literature review, precedent research, and expert brainstorming. The questionnaire consisted of two comparisons for AHP analysis and the importance of absolute importance for fuzzy analysis. Afterwards, the work of correcting the importance was carried out. As a result of the analysis, it was found that the contractor prioritized the sale conditions and the sales agency had priority over the planning for the sale. As a result of analysis, planning of customer pre-sale counseling data, planning of client subscription and contract maximization plan, planning method of advertisement public media method were found to be the most important factors. The results of measurement of absolute importance(fuzzy) & relative importance(,AHP) showed similar tendency. Therefore, it can be seen that the timing of the model house operation is an important period in which the subscription rate depends on the role of the sales agency and the marketing strategy.

Effects of AEBSF on the Delay of Spontaneous Apoptosis and the Trans-Differentiation of Human Neutrophils into Dendritic Cells (Serine pretease 억제제인 4-(2-aminoethyl) benzensulfonylfluoride (AEBSF)에 의한 호중구의 자연 세포사멸의 지연과 수지상 세포로의 전이분화 연구)

  • Park, Hae-Young;Kwak, Jong-Young
    • Journal of Life Science
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    • v.17 no.7 s.87
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    • pp.948-955
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    • 2007
  • Neutrophils play a key role as a first line of defense and are known to acquire the characteristics of dendritic cells (DCs) under the appropriate conditions. The spontaneous apoptosis of neutrophils was delayed by treatment with 4-(2-aminoethyl) benzensulfonylfluoride (AEBSF), a serine protease inhibitor. AEBSF inhibited both caspase-3 and serine protease activities, whereas ZVAD-fmk, a pancaspase inhibitor, inhibited only caspase-3 activity. The life span of neutrophils was prolonged up to 5 days by AEBSF in the presence or absence of granulocyte macrophage colony stimulating factor(CM-CSF). DC surface markers, such as CD80, CD83, and MHC class ll were not expressed on neutrophils treated with AEBSF alone. CM-CSF failed to prolong the survival time of neutrophils up to3 days but increased the expression levels of DC markers on neutrophils in the presence of AEBSF. Expression levels of DC markers were the highest on neutrophils treated with CM-CSF and AEBSF for 3 days. AEBSF and CM-CSF-treated neutrophils stimulated proliferation of T cells in the presence of a superantigen, Staphylococcal enterotoxin B (SEB) but produced $interferon-{\gamma}$ ($IFN{\gamma}$) in the absence of SEB. These results suggest that the inhibition of serine protease activity prolonged the life span of human neutrophils and combined treatment of neukophils with CM-CSF and serine protease inhibitor induced differentiation of neutrophils into DC-like cells.

A Study on the Recycling of Waste in the Limestone Mine (석탄석광산 폐석의 재활용 연구)

  • Chae, Young-Bae;Joeng, Soo-Bok;Koh, Won-Sik;Park, Je-Shin;Yang, Shi-Young
    • Resources Recycling
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    • v.5 no.4
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    • pp.25-31
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    • 1996
  • The wastes ot l~mestone mines have been cause the extrar.ngance of the valuablz m e r a l s and destruction of the environment. Therefore, \\-c tied ta separation of calcite illid clay from the limestone mine wastes by rotntmg screen type separator made by ourselves in order to recyding such us a raw matcriala for cement maimfacture. CaO amtents in the separated coarse products increased from 37.36 wt% to 42+2 wt% at the condition ihat water content in wastes was lzss than 6wt%, the passing time of specimen in &amber was 15 semnds and the rotation speed was 6OLl qm. A process in order lo separate wastes effectively to having wide range aI part~dcs ize was cstablishcd and CaO contents of coarsc products through this process increased to 46.85 wt%. Tbis rcsult is insuEiicient to directly rcusing as a raw malerials for cement. However, it is supposed that coarse products would be able to be reuscd as a raw materials uf cement, if only it rs sclected dolomite in wastes, and really it may be possible in fields Othenvise, undcrsize products(less than 20 mm) would be able to recycling as a raw of cement bccause chcmicrl campasitions of thosc is kept almost constant v&cs on the overall process.

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Intelligent Tuning of the Two Degrees-of-Freedom Proportional-Integral-Derivative Controller On the Distributed Control System for Steam Temperature Control of Thermal Power Plant

  • Dong Hwa Kim;Won Pyo Hong;Seung Hack Lee
    • KIEE International Transaction on Systems and Control
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    • v.2D no.2
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    • pp.78-91
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    • 2002
  • In the thermal power plant, there are six manipulated variables: main steam flow, feedwater flow, fuel flow, air flow, spray flow, and gas recirculation flow. There are five controlled variables: generator output, main steam pressure, main steam temperature, exhaust gas density, and reheater steam temperature. Therefore, the thermal power plant control system is a multinput and output system. In the control system, the main steam temperature is typically regulated by the fuel flow rate and the spray flow rate, and the reheater steam temperature is regulated by the gas recirculation flow rate. However, strict control of the steam temperature must be maintained to avoid thermal stress. Maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature versus changes in fuel flow rate, difficulty of control of the main steam temperature control and the reheater steam temperature control system owing to the dynamic response characteristics of changes in steam temperature and the reheater steam temperature, and the fluctuation of inner fluid water and steam flow rates during the load-following operation. Up to the present time, the Proportional-Integral-Derivative Controller has been used to operate this system. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on the characteristic comparison of the PID controller and the modified 2-DOF PID Controller (Two-Degrees-Freedom Proportional-Integral-Derivative) on the DCS (Distributed Control System). The method is to design an optimal controller that can be operated on the thermal generating plant in Seoul, Korea. The modified 2-DOF PID controller is designed to enable parameters to fit into the thermal plant during disturbances. To attain an optimal control method, transfer function and operating data from start-up, running, and stop procedures of the thermal plant have been acquired. Through this research, the stable range of a 2-DOF parameter for only this system could be found for the start-up procedure and this parameter could be used for the tuning problem. Also, this paper addressed whether an intelligent tuning method based on immune network algorithms can be used effectively in tuning these controllers.

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The Analysis of Cerebral Aneurysm's Prone position Using Computed Tomography Equipment (전산화단층촬영장치를 이용한 뇌동맥류의 호발부위 분석)

  • Lee, Seon-Tae;Lim, Jong-Soo;Park, Jeong-Kyu
    • Journal of Digital Contents Society
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    • v.12 no.3
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    • pp.271-277
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    • 2011
  • This research studied 249 patients who has an aneurysm and went through computerized CT angiography at S University Hospital in Northern Kyung-sang area from October 1st 2008 to September 30th 2010, and the results are the following. Among total 249 of research objects, 159 women (63.9%) showed higher distribution than 90 men (36.1%) The order of the distribution of aneurysm classified by blood vessel is the following. Posterior communicating artery 34.9% as the highest, internal carotid artery 21.7%, middle cerebral artery of 15.7%, anterior communicating artery 14.5%, posterior cerebral artery and posterior cerebral artery channel 3.6% each, anterior cerebral artery and vertebral artery 2.4% each, and posterior inferior cerebellar artery 1.2%. As a result of analysis of distribution of aneurysm classified by gender, there was no case of posterior cerebral artery and posterior cerebral artery channel among men, and there was no case of posterior inferior cerebellar artery among women. Distribution of aneurysm classified by vessel according to gender showed no statistic significance. (p<0.05). And distribution of aneurysm classified by vessel according to the age, showed no statistic significance. (p>0.05), After applying post analysis to understand the group with age difference, the significance was the highest among the group of 61-70, (4.21), and the group of the age under 30 was the lowest. (2.0) There was statistic significance on the distribution of aneurysm classified by vessel according to the season. (p<0.05). After applying post-analysis in order to understand the groups with difference between seasons, it was found that fall was the highest (4.55) and spring was the lowest. (2.50)

Measurement of the Spatial Dose Rate for Distribution Room in Department of Nuclear Medicine (핵의학과 분배실 내의 공간선량률 측정)

  • Park, Jeong-Kyu;Cho, Euy-Hyun
    • Journal of Digital Contents Society
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    • v.13 no.2
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    • pp.151-157
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    • 2012
  • Even though the protective facility is well made with the development of medicine, the spatial dose within the radiation section could increase the exposure of the workers. The spatial dose is always present in distribution room within the Department of Nuclear Medicine, so the spatial dose of the interior distribution room is measured and analyzed for the prediction of the exposure dose. The spatial dose rate was $6.78{\pm}0.083{\mu}Sv/h$ in the $^{18}F$ distribution room of department of Nuclear Medicine, $9.248{\pm}0.013{\mu}Sv/h$ in $^{99m}Tc$, and $^{131}I$ distribution room. In addition, in case of $^{18}F$ distribution room, the yearly external exposure dose was $42.5{\mu}Sv$ when the nurse does IV in 1m in distance. It also showed that the spatial dose rate on the direction of right oblique showed higher than others by the standard of distribution window of distribution room. Therefore, the staying time of the workers should be short during distributing radiopharmaceuticals in the distribution room and the design of the distribution protection is necessary to reduce the exposure in the direction of right oblique of the protection. The utmost endeavors are required to reduce the worker's individual exposure dose while doing IV.

Study on the character design of monster in game - Focused on the comparison with Korea, China and Japan (게임 요괴 캐릭터 디자인에 관한 연구 - 한국, 중국, 일본 비교를 중심으로)

  • Ji, Xiao Ou;Seo, Gapyuel
    • Journal of Digital Contents Society
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    • v.18 no.8
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    • pp.1649-1659
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    • 2017
  • China, Korea and Japan are all neighbors, but there are quite a few differences in monster culture. In this article, through studying of Korea games highest export countries--China and Japan, as well as analysis on their historical origin of development of "Monster culture", so as to explore the similarities and differences between development of monster culture. In addition, combining these differences and similarities, through the study of "monster culture" related game works, it aims to explore the impact of these countries' monster culture on modern life culture and the development characteristics of all kinds of monsters under the background of modern culture. Besides, based on above analysis, developed a monster character design that can form a bond of sympathy in three countries by comparing and combining the most popular parts of the monster characters in this three countries. The final aim is to create a game monster character that both in rich ancient culture charm and loved by all people, so as to being taken as an example to illustrate the significance and value of promoting the development of monster culture. The result of this research will help to design monster characters in game production in the future.

Production of an Interactive Media Artwork with motif of Characteristics of comets (혜성의 특성을 모티브로 한 인터랙티브 미디어 아트 제작)

  • Lee, O-Jung;Kim, Hyung-Gi
    • Journal of Digital Contents Society
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    • v.18 no.8
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    • pp.1529-1535
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    • 2017
  • Due to its unique formation and mystery phenomena, comets is a major motif that inspires various creative fields. Media art that has been developed and expanded in step with the development of modern scientific technology has expressed the unique characteristics of comets such as their structure in the art as a motif, using technologies. This study describes the process of producing "Near by", an distance-recognition interactive media art. offering the audience a chance to create a tail of a comet as they close to it. changes the color of a LED structure representing the nucleus of a comet as the audience approaches it. At the same time, a video of a comet's tail is projected. Through this interaction, the audience will renew their perception on comets and emotionally interact with the art. This work capturing not only the formative characteristics of a comet, but also its forming process as a motif. Such composite way of expressing a motif could be presented as a possibility of extending the expression of the natural phenomenon in the future media art field.