• International Journal of Advanced Culture Technology
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• v.8 no.4
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• pp.167-176
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• 2020

Recommendation Systems is the top requirements for many people and researchers for the need required by them with the proper suggestion with their personal indeed, sorting and suggesting doctor to the patient. Most of the rating prediction in recommendation systems are based on patient's feedback with their information regarding their treatment. Patient's preferences will be based on the historical behaviour of similar patients. The similarity between the patients is generally measured by the patient's feedback with the information about the doctor with the treatment methods with their success rate. This paper presents a new method of predicting Top Ranked Doctor's in recommendation systems. The proposed Recommendation system starts by identifying the similar doctor based on the patients' health requirements and cluster them using K-Means Efficient Clustering. Our proposed K-Means Clustering with Content Based Doctor Recommendation for Cancer (KMC-CBD) helps users to find an optimal solution. The core component of KMC-CBD Recommended system suggests patients with top recommended doctors similar to the other patients who already treated with that doctor and supports the choice of the doctor and the hospital for the patient requirements and their health condition. The recommendation System first computes K-Means Clustering is an unsupervised learning among Doctors according to their profile and list the Doctors according to their Medical profile. Then the Content based doctor recommendation System generates a Top rated list of doctors for the given patient profile by exploiting health data shared by the crowd internet community. Patients can find the most similar patients, so that they can analyze how they are treated for the similar diseases, and they can send and receive suggestions to solve their health issues. In order to the improve Recommendation system efficiency, the patient can express their health information by a natural-language sentence. The Recommendation system analyze and identifies the most relevant medical area for that specific case and uses this information for the recommendation task. Provided by users as well as the recommended system to suggest the right doctors for a specific health problem. Our proposed system is implemented in Python with necessary functions and dataset.

• Informatization Policy
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• v.29 no.3
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• pp.48-60
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• 2022

This research analyzes the potential reform of Section 230 of the Communications Decency Act through the new institutionalist approach. The immunity provision of the Section 230, which has developed the U.S. Internet content regulation regime and protected big tech firms, is facing a significant change today. The chambers of Congress have attempted to limit the immunity shield for platforms with bipartisanship. As a result of analysis through the perspective of historical institutionalism, a critical change could come from external events including fake news controversies and data privacy scandals, as well as endogenous factors such as conflicts among actors. The discussion deals with the possible direction of Internet content regulation reforms in Korea.

• Journal of Distribution Science
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• v.20 no.11
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• pp.121-129
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• 2022

Purpose: Artificial intelligence is widely used, particularly in the popular neural network theory called Deep learning. The improvement of computing speed and capability expedited the progress of Deep learning applications. The application of Deep learning in education has various effects and possibilities in creating and managing educational content and services that can replace human cognitive activity. Among Deep learning, Deep fake technology is used to combine and synchronize human faces with voices. This paper will show how to develop e-Learning content videos using those technologies and open-source tools. Research design, data, and methodology: This paper proposes 4 step development process, which is presented step by step on the Google Collab environment with source codes. This technology can produce various video styles. The advantage of this technology is that the characters of the video can be extended to any historical figures, celebrities, or even movie heroes producing immersive videos. Results: Prototypes for each case are also designed, developed, presented, and shared on YouTube for each specific case development. Conclusions: The method and process of creating e-learning video contents from the image, video, and audio files using Deep fake open-source technology was successfully implemented.

• Journal of the Korean Society of Clothing and Textiles
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• v.47 no.3
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• pp.459-474
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• 2023

Contemporary fashion criticism tends to rely solely on the established art criticism process without consideration of the distinctive characteristics of fashion. Thus, this study aims to reveal the unique roles and characteristics of fashion criticism by recognizing it as an independent field in contemporary art with its own social significance. This study will first apply traditional art criticism models to analyze and explore contemporary fashion criticism's empirical content before uncovering the uniqueness of contemporary fashion criticism by content analysis. Contemporary fashion criticism discusses not just physical objects but various topics and ideas, as well. Accordingly, the existing criticism model was modified in this study to fit contemporary fashion criticism and organized into five stages: description of historical fashion, form description, external evaluation, interpretation, and internal evaluation. Commerciality, the human body, coordination, the critic's individuality, trends, and fashion-related persons were identified as key factors of contemporary fashion criticism's uniqueness. In conclusion, rather than build a single contemporary fashion model, this study found it more effective to create individual fashion criticism models suitable for detailed fields, as these enable the discussion of multifaceted topics in the fashion field. This study is expected to serve a meaningful guide for the fashion discourses.

• Korean Institute of Interior Design Journal
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• no.16
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• pp.168-174
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• 1998

In the Western Civilization you can clearly see the change in the architectural system. In the 19th Century many of arcitectural style resurrected in the appearance of style revival. And each of the Style's appropriateness and exactness were very complicatedly discussed. After the middle of 19th Century a series of morality movement which showed an expectation for a historical revival started to show declining atmosphere. To architects at the periods more universal formation seeking and new surpassing style pursuing logic has exacted which care from very different from the past During this period a question were brought up about architecture ornamental rightness and appropriateness. As each of the architects had a saying about the ornament was recognized as important part of architect. On this bases this study's purpose is finding out whst is the maeaning and content of G.Semper's "Bekleidungstheorie"

• Journal of the Korean Society of Clothing and Textiles
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• v.33 no.4
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• pp.511-518
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• 2009

Freed from its traditional confinement to the human body, postmodernism in fashion exposes the defectiveness of body and abstracts from the body under. Deformation of the body denotes the break away from the idealized and standardized body for mass productions. It tends to experiment with extreme exaggeration in form, refusing to subscribe to the traditional values that build on the balance and symmetry of the body. Bodily deformation carried out historical and cultural pastiche opposes the sartorial convention and symbolism which results in the discord between signifiant and $signifi{\acute{e}}$ of clothing. As a type of intimate architecture, fashion always mediates the dialogue between clothes and body, or fashion and figure. My study suggests a framework to analyze bodily deformation as pastiche, focusing on the relationship between clothes and the body. In order to inquire the deformation of the body in fashion, my study examines subjects of the fashion collections of the turn of the 21st century, using the method of literature research and content analysis.

• Korean Journal of Child Studies
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• v.12 no.1
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• pp.68-77
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• 1991

The purpose of this study was to analyze the words of the songs in children's games in order to determine the traditional characteristics of their rhythm and subject matter and to investigate age and sex differences in recognition of the songs. 71 play songs were used for content analysis. After this, 840 subjects in 15 grades (preschool, first to 12th grades, and college students) were presented with the songs. Statistical analysis was done by one-way ANOVA and Scheffe. The songs exhibited traditional rhythms (3.3 or 4.4) and subject matter (nature, everyday life, and family). Some historical events such as the Korean war, and current phenomena such as TV, were also included. Sex but not age differences were found in recognition of the songs.

• International Journal of Costume and Fashion
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• v.13 no.1
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• pp.49-59
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• 2013

This research study investigates the cultural significance and meaning of Thai Mudmee, their historical content, and the variety of the Thai Mudmee techniques, including patterns, symbol and colours. The aim has been to develop the traditional pattern and designs of the Thai Mudmee and produce contemporary textile pieces more appropriate for modern lifestyle tastes both in Thailand and Internationally. By reviving the Thai weaving tradition it is also hoped to encourage and maintain the continuous survival of tradition Mudmee, providing new sales opportunities and markets both in Thailand and abroad. Studying various attempts to redevelop traditional crafts in different countries brought to me the idea of how to develop folk crafts, the problems that occur in this area have encouraged me to express how folk crafts could be benefit from the design process. In this thesis I also express my recommendations for other researchers and the Thai government, as well as other people who interested in Mudmee design. The thesis concludes with the possibilities of how to improve the design of the Mudmee fabric and further areas of research.

• Research in Mathematical Education
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• v.19 no.3
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• pp.177-193
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• 2015

Mathematical creativity, an important goal in mathematics education, can be promoted through an integrated learning environment where students explore mathematics with other subject areas such as science, technology, engineering and art. Establishing such learning environments is not a trivial task. Therefore, this creates a need for the development of instructional resources promoting meaningful integration. This paper focuses on integration of the fields of mathematics and music. Beginning with some of the historical discoveries and views of the connections between mathematics and music, this paper attends to several musical concepts correlating to middle school mathematical content and then provides ideas for teaching.

• Journal of the Korean School Mathematics Society
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• v.1 no.1
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• pp.185-196
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• 1998

This study is undertaken to clarify the evolution of the mathematics regarding the $\pi$ ratio, square root, trigonometric ration which are dealing by approximate value according to the curriculum of Korean Middle School and its subsequent growth of methods for attaining the approximate value. Furthermore a brief survey has been thought for assessing the significance of the core of approximate value and its utility which will be given a guide line to many young learners. I'd better teach these historical background to the students and it makes clear the approximate value and the content about the approximate value. This research should help to improve the student's ability of solving a problem by making them think it mathematically through the life and the effort of the mathematician.