• Journal of Science Education
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• v.47 no.2
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• pp.180-191
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• 2023

The purpose of this study was to investigate the preferred SSI topics of students and teachers in elementary, middle, and high schools. It analyzed the similarity of students' and teachers' preferred SSI topics by school level using the cosine similarity measure. A total of 566 students and 327 teachers from elementary, middle, and high schools participated in the study. Sixty topics were identified and listed in the areas of environment, science and technology, health and medicine, and other social issues based on the literature and SSI programs. Students and teachers were asked to select five of their favorite topics. The data was collected online using SurveyMonkey. The collected data was divided into six groups of students and teachers, and the frequency of topic selection was analyzed within each group. The topic preference similarity was analyzed by calculating vector values based on the frequency of the selected topics and measuring the cosine similarity between students, teachers, and teachers and students by school level. The results are as follows: First, the cosine similarity of SSI Preferred Topics between students' school-level cohorts was higher between middle and high school students (0.982) than between elementary and middle school students (0.651) or between elementary and high school students (0.662). Second, the cosine similarity of SSI Preferred Topics between teachers' school-level cohorts was similar for all comparison groups between elementary, middle, and high school. Third, the SSI topic preference similarity between students and teachers by school level had a higher cosine similarity between the elementary student and teacher cohorts (0.974) than the other school level comparisons, middle school (0.621) or high school (0.645). Access to topics of interest to students in SSI education is strongly associated with motivation and persistence in learning, as well as an enjoyable learning experience and positive attitudes toward learning. Therefore, when designing SSI lessons, it is important to examine topics from the perspective of student interest, especially if the teacher has selected SSI topics that are different from students' preferences. Careful instructional design will be needed to overcome the gap.

• Journal of the Korean Institute of Landscape Architecture
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• v.35 no.5
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• pp.1-15
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• 2007

본 연구는 커뮤니티 시설 상세 설계의 대상물에 대한 질적 특성을 파악하기 위하여 그 대상물의 이미지를 상징화하는 단계적 발전 과정을 거쳐 그 시설의 상세 설계적 언어를 형상화하는 방법을 제시하였다. 사례로 역사적, 문화적, 전이적 특성을 지닌 세 커뮤니티를 조사하여 디자인 언어와 상징화되는 이미지를 구명해 보면서 디자인 언어의 구성과 설계요소와의 관계 커뮤니티의 목표 등과 연관시켜 커뮤니티의 본질성을 추구하는 수단을 평가 분석하는 방법을 강구하고 커뮤니티 시설의 상세 설계 언어의 형상을 검토하는 방법을 통섭적으로 제시하였다. 설계 언어의 형상 분석의 수단을 구체화 하는 데는 시각적 형태, 설계 주제의 상황, 설계요소의 관계성, 설계요소의 위치와 구성 등과 연관된 문제이다. 본 연구는 상세설계 언어의 형상을 개발하는 시도로 네 가지 기본 전제를 세우고 그를 설명해 보았다. 본 연구는 커뮤니티 시설 특성의 상징화를 위한 설계언어연구 대상의 사례로 미국의 전통성이 강한 메사츄세츠주에서 역사적, 문화적, 전이적 특성을 각기 다르게 지니고 있는 콩코드(Concord), 렉싱톤(Lexington), 알링톤(Arlington) 등의 세 커뮤니티를 택하였다. 사례 커뮤니티 시설 특성의 상세 설계 언어의 형상을 도출하는 과정을 설명하고 시각적 노트와 디자인 의미와 그 상징성을 바탕으로 상징과 시각적 언어를 찾으면서 상세 요소의 디자인 언어를 비교하였다. 그를 바탕으로 디자인 언어와 의미 및 그에 대한 평가를 위하여 편익을 기초로 사회, 건강, 환경, 경제 등 네 가지로 세부 분류된 커뮤니티 시설을 검토하였다. 커뮤니티 시설 특성을 파악하는 기법 발굴 과정에서 시작된 시각적 형상으로부터 상징과 그 의미 등을 구명하면서 그를 정성화하기 위한 기준으로서 설계 언어, 상징적 언어, 커뮤니티, 자연적 심미성 등의 네 가지로 대표되는 평가 요소에 의하여 분석 평가 검토에 이르기까지 일련의 과정이 그 상세설계언어의 형상에 관하여 통섭적 접근이 이루어 졌다.

• Journal of the Korean Society for Library and Information Science
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• v.56 no.4
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• pp.205-222
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• 2022

This study aims to improve the information service so that construction engineers and construction project participants without specialized knowledge can easily understand the important words and the interrelationships between them in construction practice. To this end, using text mining and network centrality, the frequency of occurrence of words, topic modeling, and network centrality in construction practice information such as technical information, case information, and cost reduction, which are most used in the Construction Technology Digital Library, were analyzed. Through this analysis, design, construction, project management, specifications, standards, and maintenance related to road construction such as roads, pavements, bridges, and tunnels were identified as important in construction practice. In addition, correlations were analyzed for words with high importance by measuring Degree Centrality and Eigenvector Centrality. The result was that more useful information could be provided if the technical information was expanded. Finally, we presented the limitations of the study results and additional studies according to the limitations.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.17 no.2
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• pp.115-136
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• 2006

Minutes of the state council are the highest level records which can show the overall decision making process at the state level. The purpose of this study is to suggest the methodology for designing historical contents based on relational structure of minutes of state council and records of ministries in the period of Rhee Regime. The methodology has three steps; first, it suggests directions of DB design that represent the basic information and agenda of the state councils through the period of Rhee Regime. Second, it proposes subject classification scheme for major policy matters in the period. to which each agenda will be assigned and related ministries' records will be linked. Third, it suggests the basic structure and procedures to develop the historical contents on each subject matter based on the minutes and relational records of ministries.

• Cartoon and Animation Studies
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• s.24
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• pp.25-48
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• 2011

The fantastic has had various semantic layers between 'the Marvelous' and 'the Uncanny', these has been assorted by historical and synchronic aspects. The Marvelous has been harmonious and abundant world of fantasy which includes metaphysical system and all tradition of magical fence. The Uncanny has been a subversive fantasy world which shows absurdity and negative truths of this very world by modern consciousness. In comics, because of the media features, it is more useful the fantastic than the realistic. However, the relationship about comic and fantasy has rarely discussed in detail. So we has wanted to understand the specificities of affiliation with the Marvelous and with the Uncanny. Then it has been necessary to check the works of You, Sijin the comic book writer, for we ought to know how the affiliations with fantasy could influence each works' styles, and themes. You, Sijin started her works with sensibility of uncanny, but she tried to develop the theme "uptight" and devoted to establish "the Secondary World" stably. However, at Shin Meoung Ki(神明記) fantasy world overwhelmed the theme. After that, in The Closer and On, she crashed down the uptight feeing and made new self-consciousness by mixed fantasy style. The Closer and On has been the turning point of writer You, Sijin. Since than her works has showed a propensity for the Uncanny.

• 대한공업교육학회지
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• v.43 no.2
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• pp.24-42
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• 2018

Chemical batteries are indispensable materials, and technologies related to chemical batteries are important as they are linked to various social problems; further, they directly affect our lives. Thus, the topic of chemical batteries is suitable for industrial education. However, there has not been sufficient educational use of chemical batteries in Korea, and existing research materials do not correspond with the present curriculum. The STS teaching-learning materials about chemical batteries in this study were developed by the curriculum development model (preparation, development, improvement) for chemical engineering students in specialized vocational high schools. In the preparation stage, the study topic and the learning objective were selected by analyzing previous research about the STS and chemical battery. At the development stage, STS class plan and teaching-learning materials were developed. In the improvement stage, The STS curriculum plan and the teaching-learning materials were verified by a group of specialists and a survey regarding student satisfaction was conducted. As a result of conducting the class with the teaching-learning materials developed in this study, a positive effect in terms of students' perceptions, understanding and interest.

• Journal of Technology Innovation
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• v.26 no.4
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• pp.199-232
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• 2018

There are increasing needs for understanding and fathoming of business management environment through big data analysis at industrial and corporative level. The research using the company disclosure information, which is comprehensively covering the business performance and the future plan of the company, is getting attention. However, there is limited research on developing applicable analytical models leveraging such corporate disclosure data due to its unstructured nature. This study proposes a text-mining-based analytical model for industrial and firm level analyses using publicly available company disclousre data. Specifically, we apply LDA topic model and word2vec word embedding model on the U.S. SEC data from the publicly listed firms and analyze the trends of business topics at the industrial and corporate levels. Using LDA topic modeling based on SEC EDGAR 10-K document, whole industrial management topics are figured out. For comparison of different pattern of industries' topic trend, software and hardware industries are compared in recent 20 years. Also, the changes of management subject at firm level are observed with comparison of two companies in software industry. The changes of topic trends provides lens for identifying decreasing and growing management subjects at industrial and firm level. Mapping companies and products(or services) based on dimension reduction after using word2vec word embedding model and principal component analysis of 10-K document at firm level in software industry, companies and products(services) that have similar management subjects are identified and also their changes in decades. For suggesting methodology to develop analysis model based on public management data at industrial and corporate level, there may be contributions in terms of making ground of practical methodology to identifying changes of managements subjects. However, there are required further researches to provide microscopic analytical model with regard to relation of technology management strategy between management performance in case of related to various pattern of management topics as of frequent changes of management subject or their momentum. Also more studies are needed for developing competitive context analysis model with product(service)-portfolios between firms.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.30 no.2
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• pp.189-209
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• 2019

Main Path Analysis (MPA) is one of the text mining techniques that extracts the core literature that contributes knowledge transfer based on citation information in the literature. This study applied various text mining techniques to abstract of the paper related with sense-of-place, which is published at Korea and abroad from 1990 to 2018 so that could discuss in a macro perspective. The main path analysis results showed that from 1990, overseas research on sense-of-place has been carried out in the order of personal identity, public land management, environmental education and urban development-related areas. Also, by using the network analysis, this study found that sense-of-place was discussed at various levels in Korea, including urban development, culture, literature, and history. On the other hand, it has been found that there are few topic changes in international studies, and that discussions on health, identity, landscape and urban development have been going on steadily since the 1990s. This study has implications that it presents a new perspective of grasping the overall flow of relevant research.

• Journal of the Korean Geographical Society
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• v.40 no.3 s.108
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• pp.296-309
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• 2005

In this study, we investigated the change of future land-surface and relationships of land-surface change with geo-spatial information, using a Bayesian prediction model based on a likelihood ratio function, for analysing the land-surface change of the Gongju area. We classified the land-surface satellite images, and then extracted the changing area using a way of post classification comparison. land-surface information related to the land-surface change is constructed in a GIS environment, and the map of land-surface change prediction is made using the likelihood ratio function. As the results of this study, the thematic maps which definitely influence land-surface change of rural or urban areas are elevation, water system, population density, roads, population moving, the number of establishments, land price, etc. Also, thematic maps which definitely influence the land-surface change of forests areas are elevation, slope, population density, population moving, land price, etc. As a result of land-surface change analysis, center proliferation of old and new downtown is composed near Gum-river, and the downtown area will spread around the local roads and interchange areas in the urban area. In case of agricultural areas, a small tributary of Gum-river or an area of local roads which are attached with adjacent areas showed the high probability of change. Most of the forest areas are located in southeast and from this result we can guess why the wide chestnut-tree cultivation complex is located in these areas and the capability of forest damage is very high. As a result of validation using a prediction rate curve, a capability of prediction of urban area is $80\%$, agriculture area is $55\%$, forest area is $40\%$ in higher $10\%$ of possibility which the land-surface change would occur. This integration model is unsatisfactory to Predict the forest area in the study area and thus as a future work, it is necessary to apply new thematic maps or prediction models In conclusion, we can expect that this way can be one of the most essential land-surface change studies in a few years.

• Journal of Distribution Science
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• v.2 no.1
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• pp.99-124
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• 2004

본 연구는 교수 및 학습효과를 증대시키기 위하여 실제 상황에서 일어나고 있는 사회현상들에 대한 보도형태의 자료인 신문기사를 비롯한 각종 매체 자료를 활용하여 사회 제 현상이 현재 학습과정의 교과과정에는 어떻게 연관되며 경영적 이론이 실제 어떻게 적용되는가를 학습함으로써 교과목에 대한 관심도의 증대와 학습심화의 필요성을 증대시키는데 그 목적이 있다. 이러한 목적을 달성하기 위하여 최근의 선별된 자료를 중심으로 각종 경제경영 관련주제의 주요 기사 내용을 숙지하고 주요 기사 내용들의 배경과 문제점을 파악하며 여러 관점에서 다양한 현상의 원인과 배경에 대한 접근으로 사회과학적인 현상을 습득하는 사고방법을 훈련할 수 있다. 또한 다양한 사회 경제경영분야의 요구사항과 사회적인 욕구들을 주지하고 향후 학생들의 사회진출에 따라 사회현상을 이해하고 이를 통하여 보다 적극적인 자신감 고취와 현실사회에 대한 이해력을 증진시킨다.