• Title/Summary/Keyword: Living machine

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The Survey and Analysis of Public Infrastructures in Korean Rural Areas (농촌 공공기반시설 현황 조사 및 문제점 분석)

  • Heo, Hag-Young;Nam, Sang-Chae;Choi, Sang-Un;Oh, Min-Geun;Ahn, Tong-Mahn
    • Journal of Korean Society of Rural Planning
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    • v.8 no.1 s.15
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    • pp.105-113
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    • 2002
  • This investigation aims to provide basic data for rural village planning and rehabilitation planning. Public infrastructures of forty selected villages have been surveyed. Provision of facilities, user satisfaction, perceived problems, and conditions of maintenance have been surveyed for three classified types of infrastructures; 1) public utility spaces such as community hall, and parking lots, 2) public production infrastructures such as warehouses, and irrigation facilities, and 3) public infrastructures for living environments such as roads, water supply, and sewage system. All twenty smaller villages (ki-cho-ma-ul) had problems of poor conditions and insufficient spaces with community halls. Most of the smaller villages suffered from lack of public production infrastructures, or had problems of insufficient spaces and poor maintenance conditions. They also lacked good access roads with adequate right of ways. Only three villages were provided with sewage systems. In the twenty larger villages (myun-bo-ma-ul), though public utility spaces were provided for most of them (as an example, sixteen villages had welfare centers), they were not large enough and they were maintained in poor condition too. On the one hand twelve of the larger villages had farm machine service centers, only a few villages were equipped with warehouses. Many more public infrastructures for living environments were found in larger villages. However, only a few villages had pollution control facilities. Multidimensional scaling revealed groups of distinctive characteristics, in terms of public infrastructures, among smaller villages. It did not show any noticeable distinctions among larger villages.

Identifying Personal Values Influencing the Lifestyle of Older Adults: Insights From Relative Importance Analysis Using Machine Learning (중고령 노인의 개인적 가치에 따른 라이프스타일 분류: 머신러닝을 활용한 상대적 중요도 분석 )

  • Lim, Seungju;Park, Ji-Hyuk
    • Therapeutic Science for Rehabilitation
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    • v.13 no.2
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    • pp.69-84
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    • 2024
  • Objective : This study aimed to categorize the lifestyles of older adults into two types - healthy and unhealthy, and use machine learning to identify the personal values that influence these lifestyles. Methods : This cross-sectional study targeting middle-aged and older adults (55 years and above) living in local communities in South Korea. Data were collected from 300 participants through online surveys. Lifestyle types were dichotomized by the Yonsei Lifestyle Profile (YLP)-Active, Balanced, Connected, and Diverse (ABCD) responses using latent profile analysis. Personal value information was collected using YLP-Values (YLP-V) and analyzed using machine learning to identify the relative importance of personal values on lifestyle types. Results : The lifestyle of older adults was categorized into healthy (48.87%) and unhealthy (51.13%). These two types showed the most significant difference in social relationship characteristics. Among the machine learning models used in this study, the support vector machine showed the highest classification performance, achieving 96% accuracy and 95% area under the receiver operating characteristic (ROC) curve. The model indicated that individuals who prioritized a healthy diet, sought health information, and engaged in hobbies or cultural activities were more likely to have a healthy lifestyle. Conclusion : This study suggests the need to encourage the expansion of social networks among older adults. Furthermore, it highlights the necessity to comprehensively intervene in individuals' perceptions and values that primarily influence lifestyle adherence.

A Study on the comparison of models for teaching the concept of function (함수개념 지도를 위한 모델 비교 연구)

  • Heo, Hae-Ja;Kim, Jong-Myung;Kim, Dong-Won
    • Journal for History of Mathematics
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    • v.24 no.4
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    • pp.97-118
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    • 2011
  • This study aimed finding effective models for the teaching the concept of function. We selected two models. One is discrete model which focuses on the 'corresponding relation of the elements of the sets(domain and range). The other is continuous model which focuses on the dependent relationship of the two variables connected in variable phenomenon. A vending machine model was used as a discrete model, and a water bucket model was used as a continuous model in our study. We taught 2 times about the concept of function using two models to the 60 students (7th grade, 2 classes) living in Taebak city, and tested it twice, after class and about 3 months later. A vending machine model was helpful in understanding the definition of function in the 7th grade math textbook. Also, it was helpful to making concept image and to recalling it. On the other hand, students who used the water bucket model had a difficultly in understanding the all independent variables of the domain corresponding to the dependent variables. But they excelled in tasks making formula expression and understanding changing situations.

The Development of Software Teaching-Learning Model based on Machine Learning Platform (머신러닝 플랫폼을 활용한 소프트웨어 교수-학습 모형 개발)

  • Park, Daeryoon;Ahn, Joongmin;Jang, Junhyeok;Yu, Wonjin;Kim, Wooyeol;Bae, Youngkwon;Yoo, Inhwan
    • Journal of The Korean Association of Information Education
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    • v.24 no.1
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    • pp.49-57
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    • 2020
  • The society we are living in has being changed to the age of the intelligent information society after passing through the knowledge-based information society in the early 21st century. In this study, we have developed the instructional model for software education based on the machine learning which is a field of artificial intelligence(AI) to enhance the core competencies of learners required in the intelligent information society. This model is focusing on enhancing the core competencies through the process of problem-solving as well as reducing the burden of learning about AI itself. The specific stages of the developed model are consisted of seven levels which are 'Problem Recognition and Analysis', 'Data Collection', 'Data Processing and Feature Extraction', 'ML Model Training and Evaluation', 'ML Programming', 'Application and Problem Solving', and 'Share and Feedback'. As a result of applying the developed model in this study, we were able to observe the positive response about learning from the students and parents. We hope that this research could suggest the future direction of not only the instructional design but also operation of software education program based on machine learning.

A Study on the planning of the Sub-kitchen Module Meeting Consumer Needs for the Apartment Unit Plan (소비자 요구를 반영한 아파트 보조주방 모듈 개발에 고한 연구)

  • Bang, Hee-Jo
    • Korean Institute of Interior Design Journal
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    • v.21 no.1
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    • pp.170-176
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    • 2012
  • Korean living culture raised the users' needs for sub-kitchen. In the traditional Korean house, there was large space related to kitchen area for preparing food and stock big and bulky housing stuffs. As apartment housing became dominant as Korean dwelling, sub-kitchen has been planed in the balcony that is not included in the sales area. In this study, the case of the apartment housing in Esiapolis, Daegu was analyzed. To plan the user-oriented sub-kitchen, the consumer research was carried out. Consumers needed a pantry, more storage near the kitchen, and wanted to place washing machine and washing stand in a sub-kitchen. Sub-kitchens were planed to meet those consumers' needs. Through this case study and former studies analysis, sub-kitchen's function unit was derived: wash, storage, auxiliary work. By combining each function unit, sub-kitchen was classified into 3 types, wash & auxiliary work, wash & storage, and wash & storage & auxiliary work. For each sub-kitchen type, components of function units, available layouts, and minimum size were recommended.

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A Study on Consumers' Demand for Environmentally Sustainable Home Electrical Goods (환경친화적인 가전소비재에 대한 소비자의 수요도 연구)

  • 이승신
    • Journal of the Korean Home Economics Association
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    • v.42 no.2
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    • pp.19-32
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    • 2004
  • Not only consumers but also corporations need to use and develop sustainable consumption for environmental preservation these days. This research studied the level of environmental consciousness, knowledge of environmental problems and consumption behavior for environmentally sustainable home electrical goods. This study was conducted by survey method and the sample was 300 housewives aged 20-50 living in Seoul and urban areas in 2003. The consciousness for the environment and seriousness of theenvironmental problems were very high. Nevertheless, the level of consumption behavior for environmentally sustainable goods was lower than the consciousness. Of the total sample, 33% were aware of the ultrasonic-waves-sink, 73% of the non-detergent-wash machine, 50% of the vacuum-without-trash envelope, and only 17% of the micro-oven-zero air power. Over 50% of the sample wanted to buy these environmentally sustainable, home electrical goods, especially working housewives.

A Study of the History of Korea DA-BANG Culture (한국 다방문화의 변천에 관한 연구)

  • 김석수
    • Korean Institute of Interior Design Journal
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    • no.13
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    • pp.37-44
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    • 1997
  • The aim of this study is to find out the changes that have happened to korea DA-BANG(tea-room). This survey was carried out from 1876 to 1997 and the subject of this study is korea DA-BANGS in Seoul. Following conclusions were obtained from this study. 1) DA-BANG came into being from Koryo ages and more DA-BANGS from 1920's. 2) DA-BANG has changed in the following order : GAEWHA DA-BAHG(that were used to meet, communicate and negotiate foreigners when out country was opening ports), MUNWHA DA-BANG(that were used cultural space for example, exhibitio, display etc.), SEANGWHAL DA-BANG(the place that used a part of living space ; meeting friends to make appointment, etc.), SANGUB DA-BANG(commercial tea-room ; the place that makes money.) 3) Considering early MUNWHA DA-BANG, we can regard the beginning of korea interior architecture as 1920's. 4) The decline of DA-BANG is due to the increase of vending machine, expensive tea, costly rent, employee's dear wages and customer's needs that pursues westernization and convenient life as well as the moodof more comfortable tea-room(for example, fresh air, agreeable mood etc.).

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Effect of EDM Conditions when wire-EDM for Titanium Alloy (티타늄합금의 와이어 방전가공시 방전가공 조건의 영향)

  • 김종업;왕덕현;이윤경;김원일
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.281-286
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    • 2001
  • Titanium alloy conducted in this experimental study has superior corrosive resistant and is mainly used in aerospace, automotive and petro-chemical industries. It is also treated with important materials of domestic goods due to improvement of the standard of living. In this study specimens were processed in the wire EDM after annealing, solution treatment and aging. Results were obtained through repeated experments of main rough process and finish process with the change of process parameters. Processing characteristics such as surface hardness, surfaces roughness, shape of processed surface and components were measured. The results confirmed that the above mentioned elements were improved in accordance with the number of process. Therefore, the optimal wire EDM condition in accord with processing characteristics is proposed in this experiment.

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Working Activities of the Dallajae Traditional Farmhouse in Lungching, China (중국 용정지방 달라재 전통농가의 작업 행위 조사연구)

  • 박남희;고도임
    • Journal of the Korean housing association
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    • v.9 no.3
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    • pp.119-131
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    • 1998
  • This paper is a part of "The Study of the Traditional Korean Ethnic Farmhousing in Yanbian, China". The purpose of this study focuses on Korean farm house and is twofold: 1) to survey the working space and storage space for tools: 2) to investigate the daily use of space according to the different work activities. It is based on a survey of 124 households in the farm villages of Lunching, China. Survey research methods included a field study in Dallajae. A questionnaire was used to conduct this study. the study found that the working space for the koran farm family is divided into an indoor area and outdoor area. The indoor space includes working areas where the families live their daily life, cook, launder, clean, mange the house keeping, usually stare the grain. The outdoor space includes areas to store the grain, farm tools, rice box, shelves and other things such as sewing machine, iron, and tools used for cleaning the house and for farming. The center of life and work for the farm family was the chung-ji-kan (the combined kitchen and major ondol living room) located in the indoor space.oor space.

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Texture Analysis According to Machined Surfaced and Image Magnification (가고면 거칠기와 영상배율에 따른 텍스쳐 해석)

  • 사승윤
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.04a
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    • pp.513-518
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    • 2000
  • Surface roughness is one of the most important parameters to estimate quality of products. As this reason. so many studies were carried out through various attempts that were contact or non-contact using computer vision. Even though these efforts, there were few good results in this research. However, texture analysis is making a important role to solve these problems in various fields including universe, aviatiion, living thing and fibers. In this study, texture parameter was obtained by means of position operator according to variation of angle direction and distance. As a result, it was found that surface texture was more effected by direction then distance

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