• Proceedings of the Korean Society of Broadcast Engineers Conference
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• fall
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• pp.7-8
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• 2021

인공지능 기술과 서비스는 딥러닝을 중심으로 한 기계학습 기술의 급속한 발전에서 원인을 둔다. 딥러닝 발전 요인으로 GPU등 하드웨어 발전, 기술 공유, 대규모 학습데이터 구축 및 공개를 들 수 있다. 데이터 셋에 관련하여 센서를 이용한 데이터셋의 경우 단순히 많은 데이터셋의 확보뿐 아니라 적절한 위치 및 환경에 따른 고려가 필요하다. 본 논문에서는 UCI의 화학 가스의 데이터셋을 이용하여 위치별 시계열 데이터를 딥러닝을 이용하여 분석하고, 위치별 정확도와 손실을 계산한다. 또한 계산된 결과를 히트맵을 통하여 시각화하여 직관적인 이해를 높인다. 또한 위치별 정확도가 높은 상위 5개의 위치에서 앙상블 방법을 통한 성능의 향상을 확인 하였다.

• Science of Emotion and Sensibility
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• v.6 no.2
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• pp.37-47
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• 2003

The objectives of this study were to find the relationship between the olfactory sense such as perfume and sense of sight and how it affects the sensibility based on the fact that ,senses are compound feeling from detective parts of human body. First, to build the emotional rate stale we selected the 19 pairs of adjective from the previous studies that overlaps smell, color, and clothes and added one pairs of related clause. Then each pair was divided into 7 level of emotional stage. In the experiment by the selected 15 man and woman from the visual design major student of Hong-ick Univ each student was given floral, jasmin, lavender, papaya and asked them to pick one color from I.R.I Hue & Tone chart for each smell. Then, analyzed the emotional rating of selected color for given smell. The emotional structure of smell and color consists five parts; 'Esthetics', 'Romance', 'Character', 'Intensity', 'Nature', There were significant differences in frequencies of selected colors for each given smell and gender difference also affected the color selected. Average value of emotional rating scale of smell and color was ,similar to the results from previous studies on relationship between smell and emotion.

• Journal of Digital Convergence
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• v.17 no.11
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• pp.493-499
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• 2019

Seal is a tool to prove an individual or group. Guk-Sae and Eo-Bo uses typeface to represent their names or titles, which change from tensile to tensile and have varied from time to time. Although the Korean alphabet currently uses Hangul, it had used Chinese characters before Hun-Min-Jeong-Um was created in 1443. All seals and royal seal before the Korean Seal of State were made in Chinese characters. This thesis analyzes the concept of typography through the royal seal, and the subject of this study is 'Sugang Emperor' which is the only eight-letter version seal of the Joseon Dynasty's various royal seal. Bo-Yeong, which is shown in Bo-Myeon has artistic value with beautiful typeface and proportions, which is worth research. It examines the features of the Korean seal, analyzes and studies the typeface shape and features from the typographic perspective of the "Sugang Emperor Bo-Yeong," or writing.

• Journal of the Korea Convergence Society
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• v.13 no.4
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• pp.643-651
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• 2022

The mobile augmented reality(MAR) market is rapidly growing with following the sudden rise of the metaverse. However, research on improving user experience in mobile augmented reality environment is lacking. This study aims to develop the usability principles of an AR-based smartphone app. The research conducts following methods. 1)The characteristics of MAR were understood to identify usability elements of AR apps. 2)Usability principles were collected through analysis of case studies on the usability of AR and the 14 usability principles were developed through in-depth interviews with experts for the purpose of chunking. 3)To verify the 14 developed usability principles, evaluation items were composed based on the usability principles and usability evaluation survey was conducted. Consequently, significant differences were found in immersivity, presence, efficiency, satisfaction, playfulness and It was verified that the developed usability principle is useful in developing AR based smartphone apps. This study is meaningful in that it conducted the basic research of mobile AR usability principles

• Journal of Digital Convergence
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• v.17 no.8
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• pp.373-378
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• 2019

In various cultures and civilizations, artists are trying new ideas of reinterpreting the beauty of classic and redefining it in the ways of modern times rather than creating something new. In other words, modern cultural trend is creating a new culture by combining sensibilities of classic amid the flood of information with modern senses of artists. This study tries to combine various cultures an designs in accordance with this cultural change. Based on the features of expressing emotions of individuals and the world of impossible experiences from the short story 'When Buckwheat Flowers Bloom' of Lee Hyoseok, an incomplete area of consciousness which is at the border line of the polarized world divided by existence and absence is the area which creates a new culture by arousing readers' imagination as a potential world of thought. In addition, based on language from the short story, a researcher tries to utilize symbolic and imaginal beauties inside of that language as a material of design, and formative analysis them with the composition of proper words for visualization.

• Industry Promotion Research
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• v.9 no.3
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• pp.185-192
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• 2024

This study investigates the F&B brand choice attributes preferred by Generation Z and the brand experience of the London Bagel Museum, resulting in the following findings. First, in-depth interviews with Generation Z revealed that they consider 'appearance' and 'sociability' to be the most important factors when choosing an F&B brand. The success of the London Bagel Museum can also be attributed to fulfilling these Generation Z F&B brand choice attributes of 'appearance' and 'sociability.' Additionally, 'taste' was found to have the greatest impact on word-of-mouth and revisit intentions. The brand experience of the London Bagel Museum received the highest score in sensory experience, which can be seen as satisfying the visual stimulation that Generation Z, who value 'appearance,' consider important. This was followed by cognitive experience, emotional experience, and behavioral experience, in that order. The significance of this study lies in providing insights for the development of successful F&B brands by elucidating the F&B brand choice attributes of Generation Z and the brand experience of the London Bagel Museum.

• Design Convergence Study
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• v.16 no.5
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• pp.1-20
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• 2017

Cardio-cerebrovascular disease is one of the chronic diseases that often attack people in Korea, and in fact, it ranks second in terms of death rate. This disease can be prevented by improving lifestyle, usual health care is important. But, in Korea most of the prevention or management programs adopt passive methods like using guide books or giving lectures, so it is not very effective in preventing the disease. Presently, the smart health care market is being developed in Korea and overseas. As an example, quantified self is being spread through wearable devices which are intended to measure each individual's health conditions and quantify body data into numbers for bettering habits. Accordingly, this author will explore and discuss wearable health care devices so as to prevent and manage cardio-cerebrovascular disease in a more active way. First, this study has classified wearable health care devices presently commercialized or related with cardio-cerebrovascular disease into wrist, clothes, or attaching types by the way of their attachment and analyzed them. After that, summing that up, this author performed cross-tabulations with other ways of preventing cardio-cerebrovascular disease. This will contribute to improving one's health care behavior about disease more actively and also work as an active interdisciplinary mechanism in research dealing with how to prevent disease afterwards.

• Journal of the Korean Society of Floral Art and Design
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• no.44
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• pp.53-73
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• 2021

This study is on the creation of art works through the methodological process of deducting the experiences and inspired feeling which the researcher experienced in the subconscious level as well as the conscious level in the field of floral art creation. The scene setting technique was applied to seize inner experiences and feeling in subconscious level. More concretely, visual note technique and image research technique were applied to record and preserve scenes as the seized inner mental images. To delineate the contents, the researcher created art works based on the experiences during the preparation period at the small town of Tours in France as well as the competitive and tough every day life during the attendance at the fashion school of ESOMD International Paris. The researcher was able to create 5 art works of Deja Vu, 'ㅅ(Seoul-Paris)', '崩(A Mountain on Two Moons)', '燈 (Load out and Stay)', 'ㅇ'deducting the deep experiences and inspired feeling through the methodological process in the subconscious level as well as the conscious level. The researcher was able to explore inner experiences finding self in disquietude and process of personal realization through the creation. The meaning of this research could be found as a case of qualitative research which presents approaches utilizing method of deducting experiences in subconscious level and applying to the creation of art works.

• Korea Science and Art Forum
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• v.37 no.4
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• pp.297-308
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• 2019

Air pollution due to the fine dust level updating every day, and the problem of indoor air pollution due to ventilation difficulties and indoor discharge pollutants is also serious. In order to improve the indoor air quality, the air purification effect using the plants is prominent. In this study was started to investigated the living environment of modern people, the risk of indoor air pollution and the improvement function of plants, and to activate plant application. The purpose of this study is to analyze the main functions and design status of domestic and overseas plant - related applications, and to understand the actual use of modern plant applications and to help them learn more convenient plant - related knowledge. Therefore, this paper attempted to establish a basis for suggesting a new plant application by conducting a survey on the health effects of indoor air pollution and user awareness of plant - related applications. The results and contents of the study are as follows. First, as a theoretical review, indoor air pollution is more dangerous to modern people who have a high proportion of indoor living time and adversely affects their health. In order to solve such a problem, it has been shown that air conditioning and stress reduction can be effectively achieved by placing plants in the indoor space. Second, the analysis of the previous study shows the risk of indoor air pollution and its adverse effects on health. In addition, I have been able to find some researches related to the improvement of the indoor air by using the air purifying plants, and I can see the improvement of the user's behavior through the development or improvement of the application. Third, as a result of the survey on the status of domestic and overseas plant application, the main function of the application having high installation number was watering notification, provision of basic information of plants, and most of the functions were plant discerment through cameras. Fourth, most of the survey respondents have either raised or raised plants. Those who have little experience with plant applications have also shown positive feedback in the future on the use of plant-related applications. In addition, due to social problems such as air pollution, air purification using plants and functional plants showed high interest. Based on these results, we propose the need for a multi-functional plant application that can improve the indoor air pollution and facilitate the provision of information related to it.

• Proceedings of the Korean Operations and Management Science Society Conference
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• 2006.05a
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• pp.203-207
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• 2006

기업의 시장개척과 경쟁 우위 확보에 있어 인간친화형 혁신 제품의 개발이 중요해지고 있다. 인간친화형 혁신 제품의 개발은 기술, 인간, 미학, 비즈니스와 경영, 윤리와 법에 대한 전공 지식 및 제품 개발 전 과정에 대한 통합적인 시각과 경험을 필요로 한다. 이를 위한 교육과정은 학제간 및 산학간 연계를 통해, 교과과정을 이수한 인력이 별도의 교육 없이 제품 개발 업무를 수행할 수 있도록 개발되어야 한다. 본 연구는 국내 대학의 산업공학, 기계공학, 산업디자인학과와 국외 MIT, Stanford, Carnegie Melon 대학의 제품 설계 및 개발 교육 프로그램을 대상으로 (1) 목표 및 대상 파악, (2) 교과과정 특성분석, (3) 운영 모델을 파악한다. 이를 바탕으로 국내외 현황에 대한 비교 분석 결과를 제시하고 대상과 목표, 이수방식 등에 따른 다양한 학제간/산학간/프로그램 운용 등에 필요한 모델을 정리하고 그 활용방안을 제안한다.