• 제목/요약/키워드: IT trends analysis

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공학교육 빅 데이터 분석 도구 개발 연구 (Research on the Development of Big Data Analysis Tools for Engineering Education)

  • 김윤영;김재희
    • 공학교육연구
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    • 제26권4호
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    • pp.22-35
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    • 2023
  • As information and communication technology has developed remarkably, it has become possible to analyze various types of large-volume data generated at a speed close to real time, and based on this, reliable value creation has become possible. Such big data analysis is becoming an important means of supporting decision-making based on scientific figures. The purpose of this study is to develop a big data analysis tool that can analyze large amounts of data generated through engineering education. The tasks of this study are as follows. First, a database is designed to store the information of entries in the National Creative Capstone Design Contest. Second, the pre-processing process is checked for analysis with big data analysis tools. Finally, analyze the data using the developed big data analysis tool. In this study, 1,784 works submitted to the National Creative Comprehensive Design Contest from 2014 to 2019 were analyzed. As a result of selecting the top 10 words through topic analysis, 'robot' ranked first from 2014 to 2019, and energy, drones, ultrasound, solar energy, and IoT appeared with high frequency. This result seems to reflect the current core topics and technology trends of the 4th Industrial Revolution. In addition, it seems that due to the nature of the Capstone Design Contest, students majoring in electrical/electronic, computer/information and communication engineering, mechanical engineering, and chemical/new materials engineering who can submit complete products for problem solving were selected. The significance of this study is that the results of this study can be used in the field of engineering education as basic data for the development of educational contents and teaching methods that reflect industry and technology trends. Furthermore, it is expected that the results of big data analysis related to engineering education can be used as a means of preparing preemptive countermeasures in establishing education policies that reflect social changes.

남성복 패션 이미지 분류와 이미지별 텍스타일 소재특성에 관한 분석 연구 (A Study on Men류s Fashion Images and the characteristics of Textile Materials Used for Fashion Images Shown in Men류s Fashion Trend Information)

  • 김희선
    • 한국의상디자인학회지
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    • 제1권1호
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    • pp.53-71
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    • 1999
  • The purpose of this study is to determine the fashion images implied in men's fashion trends and systematize the characteristics of the textile materials used for fashion images, by analyzing men's fashion trends published by Korean fashion information service companies. This study would be meaningful if it can suggest some objective criteria for the characteristics of textile per fashion image. The researcher analyzed the data on the basis of 8 fashion images, which were ethnic, modern, traditional, avant-garde, active, romantic, natural, techno ones. Above men's fashion images were choosed by analyze the some literatures and men's fashion trend information. The data used for this study were information about S/S and F/W men's fashion trends published by Interfashion planning, Samsung fashion Research Center for the period of 1995-2000. The data collected were subject to “content analysis method”. As a result of the analysis, the major images of 1995-2000 were natural, active, traditional, modern, ethnic, avant-garde, techno images, and while such combinations of conflicting images as ethnic/modern, traditional/avant-garde, natural/techno. Other mixed images were ethnic/natural, modern/active, tradional/active, traditional/modern, romantic/modern, ethnic/romantic, traditional/natural, modern/natural, active/natural, active/traditional/natural, etc. The various characteristics of eight men's fashion images were found in color, pattern and textile materials.

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한국가족자원경영학회지에 게재된 연구의 경향 및 발전방향 (A Review of the Studies Published in Journal of Korean Family Resource Management Association: The Trends and Beyond)

  • 이연숙;한지수;한영선;김하늬
    • 가족자원경영과 정책
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    • 제13권3호
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    • pp.207-226
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    • 2009
  • The purposes of this study are to evaluate the research trends of articles published in the Journal of the Korean Family Resource Management Association from 1997 to 2008, and to identify the contributions as well as the inherent limitations of these articles in the field of family resource management. For these purposes, this study analyzed 3 types of research trends: research topic, research method including data analysis, and research subject. The findings of this study are as follows. First of all, the study shows that most number of researches are conducted on management subjects, followed by management practice and management theory. Secondly, regarding the frequency of the research method, the empirical researches are the most prevalent method employed by the researches, over literature or practice researches. Thirdly, it is noted there are more quantitative researches than qualitative ones. Finally, there are a lot more researches carried out on the traditional household than those of vulnerable households.

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Trend Analysis of the Agricultural Industry Based on Text Analytics

  • Choi, Solsaem;Kim, Junhwan;Nam, Seungju
    • Agribusiness and Information Management
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    • 제11권1호
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    • pp.1-9
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    • 2019
  • This research intends to propose the methodology for analyzing the current trends of agriculture, which directly connects to the survival of the nation, and through this methodology, identify the agricultural trend of Korea. Based on the relationship between three types of data - policy reports, academic articles, and news articles - the research deducts the major issues stored by each data through LDA, the representative topic modeling method. By comparing and analyzing the LDA results deducted from each data source, this study intends to identify the implications regarding the current agricultural trends of Korea. This methodology can be utilized in analyzing industrial trends other than agricultural ones. To go on further, it can also be used as a basic resource for contemplation on potential areas in the future through insight on the current situation. database of the profitability of a total of 180 crop types by analyzing Rural Development Administration's survey of agricultural products income of 115 crop types, small land profitability index survey of 53 crop types, and Statistics Korea's survey of production costs of 12 crop types. Furthermore, this research presents the result and developmental process of a web-based crop introduction decision support system that provides overseas cases of new crop introduction support programs, as well as databases of outstanding business success cases of each crop type researched by agricultural institutions.

국내 기록정보서비스 연구의 동향 분석 (Research Trends of Archival Information Services in Korea)

  • 김건;김수정;윤은하;한희정
    • 한국기록관리학회지
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    • 제13권3호
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    • pp.199-229
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    • 2013
  • 본 연구는 2001년부터 2013년까지 국내 기록정보서비스 연구에 관한 동향 분석을 수행한 결과이다. 총 73편의 기록정보서비스 논문을 대상으로 정량분석을 통해 기록정보서비스의 연구 동향을 다각도로 파악하였으며, 뒤이어 각 세부 주제별로 내용을 분석함으로써 이제까지의 기록정보서비스 연구 성과를 체계적으로 정리하고, 부족한 연구 주제들을 파악하고자 하였다. 나아가 이러한 분석 결과를 바탕으로 현장연구의 확대, 이론적 논의의 활성화, 그리고 법 제도 정책 연구의 다각화 등 세 가지 측면에서 살펴보았다.

소양 문화마을 주택의 평면 특성을 통해 본 최근 농촌주거의 공간 디자인 경향 (Contemporary Space Design Trends on the Floor Plan Analysis of Rural Houses in So-yang Munhwa Village)

  • 최병숙
    • 한국주거학회논문집
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    • 제17권6호
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    • pp.65-72
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    • 2006
  • This study was to and out contemporary space design trends of rural houses in So-yang Munhwa village by analyzing their floor plan shapes and space relations & elements of floor plans. There were built 71 houses in that village but it were possible to collect housing data, floor plans & general building records of 41 houses, from house register. By analyzing those data, findings were as follows : 1) Floor plan shapes of rural houses had a tendency to be diverse, various form of 'ㅋ' than simple form of 'ㅡ'. 2) Room-Living-Room, 3 bay arrangement was very strong trends, and traditional planning characteristics that the openness of living space was keeping. 3) Anbang(master bedroom) and living space were important, so two spaces were set forth of floor plan and Anbang with a bathroom were often showed. 4) DK space and its relation to other spaces were important factor to classily 2 floor plan types of them. 5) DK(dining kitchen) space had an openness from back entrance and DK were separated from public spaces L.D.K. Utility or balcony/veranda spaces as a support space of kitchen were planned in rural houses, and they were influenced from apartment houses or urban houses.

나포 문화마을 주택의 평면적 특성 분석 - 도시 아파트 평면 특성의 문헌고찰 비교 - (An Analysis on Floor Planning Characteristics of Rural Houses in Na-po Munwha Village - A Comparison with Literature Review of Apartment Unit Plan -)

  • 유옥순;최병숙
    • 한국주거학회논문집
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    • 제18권5호
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    • pp.23-32
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    • 2007
  • This study was to find out contemporary planning characteristics of rural houses in Na-po Munhwa village by analyzing their floor plans. These results were then compared with apartment housing trends. 240 houses were built in that village, but it was only possible to collect housing data, floor plans and general building records from 102 houses, using house registers. By analyzing those data, the findings were as follows: 1) Floor plan shapes of rural houses showed a tendency to words a 'ㅋ' shape, a 3bay or a transformed 3 bay and a "room-living-room" space arrangement of a centered living room. Public spaces (L.D.K) were separately planned DK from livingroom. Living space was very open and the DK space had created visual privacy from the entrance. The Anbang (master bedroom) and living space were set to the front of the floor plan and an interior toilet was planned in them. These floor-planning tendencies were similar to trend apartment houses in urban areas. 2) Utility and Balcony spaces as a support space of kitchen were not popular features of rural houses in the Munhwa village. These results were different from urban apartment housing trends. 5) Storage space practically absent in those rural houses, and this was similar to urban the trends in urban apartment houses.

소양 문화마을 주택의 평면적 특성을 통해 본 농촌 주거공간의 현시대적 패턴 (Contemporary Planning Trends of Rural Houses in So-yang Munhwa Village- Analysis of Floor Plan Shapes and Space Relations & Elements -)

  • 최병숙;박선희
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2005년도 추계학술대회 논문집
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    • pp.103-106
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    • 2005
  • This study was to find out contemporary planning trends of rural houses in So-yang Munhwa village by analyzing their floor plan shapes and space relations & elements. There were built 71 houses in that village, but it were possible to collect housing data, floor plans & general building records of 45 houses, from house register. By analyzing those data, findings were as follows : 1) Floor plan shapes of rural houses had a tendency to various type than simple types. 2) Room-Living-Room, 3 bay arrangement were very strong trends in those plans. 2) Public spaces, L.D.K(living dining kitchen) spaces, were centered in the floor plan of them. 3) Living space had an openness from entrance and DK(dining kitchen)spaces were separated from L.D.K. 4) Anbang(master bedroom) and living space were important, so two spaces were set to the south of floor plan and Anbang with a bathroom were often showed. 5) Utility and balcony/veranda spaces as a support space of kitchen were planned in rural houses.

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텍스트마이닝과 워드 클라우드를 활용한 VR 게임 트렌드 분석 -스팀(steam) 리뷰 데이터를 중심으로- (Analysis of VR Game Trends using Text Mining and Word Cloud -Focusing on STEAM review data-)

  • 나지영
    • 한국게임학회 논문지
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    • 제22권1호
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    • pp.87-98
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    • 2022
  • 4차 산업혁명 관련 기술의 발전과 비대면 서비스 수요 증가로 VR 게임이 주목받고 있다. 본 연구는 VR 게임의 리뷰 데이터를 온라인 게임 플랫폼 스팀(STEAM)에서 수집하고 텍스트 마이닝과 워드 클라우드 분석을 적용해 시대별 트렌드를 분석했다. 연구 결과, 프레즌스와 FPS는 시기와 상관 없이 VR 게임의 특징으로 나타났고, 2016~2017년은 체험과 지각된 비용, 2018~2019년은 FPS와 리듬게임의 수요 증가, 2020~2021년은 스토리와 몰입감이 주요 트렌드로 나타났다. 본 연구는 VR 게임 사용자들이 관심을 보이는 키워드를 시기별로 파악해 VR게임 저변 확대에 기여하고자 한다.

이혼가정 자녀에 관한 국내 연구 동향 분석 (Analysis of Domestic Research Trends Pertaining to Children of Divorced Families)

  • 신민정;임춘희
    • Human Ecology Research
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    • 제61권4호
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    • pp.635-645
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    • 2023
  • This study examined the trends of domestic academic research on children of divorced families by classifying them by period, method, target, and subject. From 2000 to 2022, 105 papers published in 58 journals were surveyed. In terms of research methods, quantitative research was conducted using questionnaires and panel data. The subjects of the reviewed studies were mainly elementary school children, and there were many studies on both divorced single mother and child families as well as divorced single father and child families. By analyzing the core subjects of the study, papers related to children's personal adaptation accounted for the largest proportion, followed by problematic behaviors, psychological difficulties, such as depression and stress, and relationships. In conclusion, due to the high divorce rate in Korea there is a need to focus academic attention on the children of divorced families. To this end, it is necessary to study the adaptation and protection factors of the children of divorced families. More qualitative research should be conducted on children of divorced families of various ages, not just elementary school students.