• Title/Summary/Keyword: content analysis

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감성 상태 기반의 영상 저작물 스토리 분석 시스템 및 분석 방법 개발에 관한 연구 (A Study on System for Analyzing Story of Cinematographic work Based on Estimating Tension of User)

  • 우정권
    • 공학교육연구
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    • 제18권6호
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    • pp.64-69
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    • 2015
  • A video-work story analysis system based on emotional state measurement includes a content provision unit which provides story content of a video-work, a display unit which displays content provided by the content provision unit, an emotional state measurement unit which measures a tense-relaxed emotional state of a viewer viewing the displayed story content, a story pattern analysis unit which analyzes the tense-relaxed emotional state measured from the emotional state measurement unit according to a scene in the story content provided by the content provision unit, and a story pattern display unit which prints out an analysis result or displays the analysis result as an image. The emotional state measurement unit measures a tense or relaxed emotional state through one or more analyses among a brainwave analysis, a vital sign analysis, or an ocular state analysis. A writer may obtain support in an additional scenario modification work, and an investor may obtain support in making a decision through the above description. Furthermore, the video-work story analysis system and analysis method based on emotional state measurement may extract a particular pattern with respect to a change in an emotional state of a viewer, compile statistics, and analyze a correlation between a story and an emotional state.

Evaluating the Efficiency of Mobile Content Companies Using Data Envelopment Analysis and Principal Component Analysis

  • Cho, Eun-Jin;Park, Myeong-Cheol
    • ETRI Journal
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    • 제33권3호
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    • pp.443-453
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    • 2011
  • This paper evaluates the efficiency of mobile content firms through a hybrid approach combining data envelopment analysis (DEA) to analyze the relative efficiency and performance of firms and principal component analysis (PCA) to analyze data structures. We performed a DEA using the total amount of assets, operating costs, employees, and years in business as inputs, and revenue as output. We calculated fifteen combinations of DEA efficiency in the mobile content firms. We performed a PCA on the results of the fifteen DEA models, dividing the mobile content firms into those having either 'asset-oriented' or 'manpower and experience-oriented' efficiency. Discriminant analysis was used to validate the relationship between the efficiency models and mobile content types. This paper contributes toward the construction of a framework that combines the DEA and PCA approaches in mobile content firms for use in comprehensive measurements. Such a framework has the potential to present major factors of efficiency for sustainable management in mobile content firms and to aid in planning mobile content industry policies.

중학교 정보 교과서 비교 분석 및 개선 방안 (Comparative Content Analysis of Middle School Informatics Textbooks and Suggestions for Improvement)

  • 진영학;허민;김영식
    • 컴퓨터교육학회논문지
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    • 제13권3호
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    • pp.25-34
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    • 2010
  • 본 연구는 2007년 개정 교육과정에 의해 개발된 중학교 정보 교과서를 비교 분석하고, 이를 토대로 교과서 개선 방안을 제시하였다. 교과서는 체제와 내용의 두 가지 준거를 고려하여 분석되었으며, 수집된 자료의 분석은 내용 분석법(content analysis)을 사용하였다. 분석 결과, 교과서 체제는 전체 구성, 영역별 비중, 내용 전개 구조, 평가 유형에서 차이를 보였으며, 교과서 내용은 각 교과서가 다루는 개념, 프로그래밍 언어의 종류에서 차이를 보였다. 교과서 비교 분석의 결과를 토대로 여섯 가지의 정보 교과서 개선 방안을 제시하였으며, 이는 향후 정보 교과서 개발 시에 도움이 될 것으로 기대된다.

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청과물의 수분과 당도와의 관계 구명 및 응용 (Study and Application of the Relationship between Water Content and Sugar Content in Fruit and Vegetables)

  • 조성인;배영민
    • Journal of Biosystems Engineering
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    • 제20권3호
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    • pp.299-306
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    • 1995
  • This study was carried to find out relationships between water content and sugar content in fruit and vegetables and present the possibility of estimating sugar content by measuring water content. Water content and sugar content of melons, peaches, and apples were measured. Both F-test and linear regression analysis on the experimental data were done. The regression models were developed and validated. The results were summarized as follow : 1. According to the F-test, the coefficients of determinant were greater than 0.8, and significance probability was less than 0.0001 in each materials. 2. According to the regression analysis of melons, peaches, and apples, the standard errors of calibration(SEC) were 0.67 brix%, 0.82 brix%, and 0.72 brix%, respectively. 3. The standard errors of prediction(SEP) were 0.76 brix%, 1.03 brix%, and 0.77 brix%, respectively. 4. The relationship between sugar content and water content in apple was successfully applied to measure the sugar content from hydrogen NMR spectrum of apple samples.

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대학도서관 유튜브 콘텐츠 내용분석과 이용자 감성반응 분석에 관한 연구 (A Study on the YouTube Content Analysis and Users' Emotional Responses Analysis)

  • 송영;김지현
    • 정보관리학회지
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    • 제40권1호
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    • pp.73-93
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    • 2023
  • 이 연구는 국내 대학도서관에서 운영하는 유튜브 콘텐츠에 대한 내용분석과 이용자의 댓글에 대한 감성 반응분석을 통해 국내 대학도서관들의 유튜브를 활용한 도서관 서비스에 대해 종합적인 분석과 평가를 하였다. 연구분석대상은 61개 대학도서관의 2,169개 유튜브 콘텐츠와 이용자의 댓글 6,487개였다. 연구결과로 국내 대학도서관의 유튜브 콘텐츠는 대분류 중 '자료' 콘텐츠의 수량이 가장 많고 '소통' 콘텐츠와 '교육' 콘텐츠가 뒤를 이었으며, '홍보' 콘텐츠가 가장 적었다. 소분류 중 '정보서비스' 콘텐츠의 수량이 가장 많았으며 연구지원 서비스를 주된 내용으로 수록하였다. 국내 대학도서관의 유튜브 콘텐츠를 열람한 이용자의 감성 반응에 대한 분석에서 이용자 감성 반응이 가장 높게 나타난 대분류는 '자료' 콘텐츠와 '소통' 콘텐츠였다. 이용자 감성 반응은 모든 범주의 콘텐츠에서 긍정 반응이 대부분이었고 부정 반응은 긍정 반응에 비하여 적었으며, 빈번히 나타난 이용자 감성 표현은 '좋다'였다. 또한, 이용자 감성 반응에 사용된 어휘는 유튜브 콘텐츠의 내용에 대한 표현보다 영상에 등장하는 인물에 대한 표현이 많았다. 이용자의 평가는 콘텐츠의 기술적 품질에 관한 것 평가보다 콘텐츠의 내용에 관한 것이 많았다.

Comparison of sodium content of workplace and homemade meals through chemical analysis and salinity measurements

  • Shin, Eun-Kyung;Lee, Yeon-Kyung
    • Nutrition Research and Practice
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    • 제8권5호
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    • pp.558-563
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    • 2014
  • BACKGROUND/OBJECTIVES: Most Koreans consume nearly 70-80% of the total sodium through their dishes. The use of a salinometer to measure salinity is recommended to help individuals control their sodium intake. The purpose of this study was to compare sodium content through chemical analysis and salinity measurement in foods served by industry foodservice operations and homemade meals. MATERIALS/METHODS: Workplace and homemade meals consumed by employees in 15 cafeterias located in 8 districts in Daegu were collected and the sodium content was measured through chemical analysis and salinity measurements and then compared. The foods were categorized into 9 types of menus with 103 workplace meals and 337 homemade meals. RESULTS: Workplace meals did not differ significantly in terms of sodium content per 100 g of food but had higher sodium content via chemical analysis in roasted foods per portion. Homemade meals had higher broth salt content and higher salt content by chemical analysis per 100 g of roasted foods and hard-boiled foods. One-dish workplace meals had higher salinity (P < 0.05), while homemade broths and stews had higher sodium content (P < 0.05 and P < 0.01, respectively). The sodium content per 100 g of foods was higher in one-dish workplace meals (P < 0.05) and in homemade broths and stews (P < 0.01 and P < 0.05, respectively). CONCLUSIONS: The use of a salinometer may be recommended to estimate the sodium content in foods and control one's sodium intake within the daily intake target as a way to promote cooking bland foods at home. However, estimated and actual measured values may differ.

뉴스 내용분석과 하이프 사이클을 활용한 기술기획의 탐색적 연구: 클라우드 컴퓨팅 기술을 중심으로 (An Exploratory Study of Technology Planning Using Content Analysis & Hype Cycle)

  • 서윤교;김시정
    • 기술혁신학회지
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    • 제19권1호
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    • pp.80-104
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    • 2016
  • 기존 유망 신기술에 대한 기술기획의 방법론들은 대상 기술 자체에 초점을 두어 해당 기술이 영향을 미치는 사회 환경적 맥락 이해가 부족한 현실이다. 이에 본 연구는 과학 커뮤니케이션 분야에서 널리 쓰이고 있는 뉴스 내용분석 방법론이 유망 신기술 대한 기술기획에서 사회적 환경의 맥락적 이해를 위한 보완적 방법론으로 활용될 수 있음을 살펴보고자 한다. 기술-사회 공진화 환경에서 유망 신기술은 사회와의 관계에서 하이프(hype) 현상을 나타낸다. 이에 착안하여 뉴스 내용분석을 수행하여 해당 분석 결과가 하이프 사이클 궤적과 부합하는 지를 탐색적으로 살피고, 뉴스 프레임 분석을 통해서는 유망 신기술에 따른 사회적 가시성의 실체적 내용을 이해하고자 하였다. 이를 위해 대표적인 유망 신기술로 클라우드 컴퓨팅을 대상으로 뉴스 내용분석을 수행하였다. 종합지, 경제지 및 IT전문지를 대상으로 한 뉴스 내용분석 결과는 뉴스 보도빈도가 가트너가 제시한 하이프 사이클 궤적과 부합하였으며, 특히 보도 태도 및 뉴스 프레임 분석은 유망 신기술에 대한 거시 환경요인별 맥락적 내용을 이해할 수 있는 유용한 정보를 제공함을 확인하였다. 본 연구의 결과는 뉴스 내용분석이 기술기획에서 주로 활용되는 논문 특허를 중심으로 한 기술정보 분석의 한계점을 극복하고 거시환경 요인별 맥락 이해를 위한 보완적 방법론으로 활용될 수 있음을 시사한다. 결론적으로 기술기획의 거시환경 분석 단계에서 뉴스 내용분석 방법론의 활용은 기술-사회 공진화 관점의 상호 균형된 시각을 확보함에 기여할 수 있을 것이다.

고주파 저항방식 함수율계의 보정식 개발 및 특성평가 (Development of Correction Equation and Characteristics Evaluation for Moisture Meter of Microwave Resistance Type)

  • 전홍영;강태환;한충수
    • Journal of Biosystems Engineering
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    • 제35권3호
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    • pp.175-181
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    • 2010
  • This study compared moisture content measured by moisture meter of microwave resistance type(MMMRT) and standard moisture content of paddy, and developed the correction equation using linear and curvilinear regression analysis, and to explore its significance test. The correction factor according to the range of moisture content was developed to improve the measurement precision of MMMRT. The results were as followings. The coefficients of determination of correction equation by linear and curvilinear regression analysis with comparing the MMMRT and standard moisture content were 0.946 and 0.968, respectively. The moisture content error of MMMRT and standard moisture content measured after the MMMRT were corrected by moisture content rate of every 5% using the correction equation by curvilinear regression analysis appeared with 0~0.5% and 0.9~1.8% respectively in the moisture content range of 15~20% and 20~25%.

반응 표면 분석에 의한 생강 분말을 첨가한 쌀 압출 성형물의 이화학적 성질 (Physicochemical Properties of Rice Extrudate with Added Ginger Powder by the Response Surface Regression Analysis)

  • 고광진
    • 한국식품영양학회지
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    • 제6권3호
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    • pp.178-188
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    • 1993
  • This research was attempted to investigate changes in physicochemical properties of rice extrudate with added ginger powder extruded by single screw extruder. Graphic three dimensional analysis on response surface regression was used to evaluate effects of extrusion variables on quality factors of the extrudate according to two independent variables, ginger consent 0∼12%, moisture content 14∼26%. The summarized results are as follows : 1) Regarding proximate composition of rice extrudate with added ginger powder, as ginger powder content of raw material Increased, crude tat, crude protein, crude ash and crude fiber increased, while soluble nitrogen free extract decreased. 2) Graphic three dimensional analysis on response surface regression was conducted for each dependent variable which revealed statistically significant relationship with independent variables, 0∼120A ginger and 14∼26% moisture content. Expansion ratio had a critical point as moisture content changed. As ginger and moisture content Increased, bulk density, break strength and water absorption Index Increased, while water solubility Index decreased. The predicted maximum degree of gelatinization in 6.15% ginger and 15.56% moisture content is 88.27%, and lightness decreased as ginger content Increased. According to the microstructure for the cross section of extrudate obsorbed with image analyzer, air cell number and perimeter revealed saddle point, meanwhile total area and fractarea of air cell had critical points as moisture content changed. In view of the results, quality of rice extrudate with added ginger powder was optimum when rice flour was fed to the extruder with 2∼7% singer powder and 15∼20% moisture content.

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중등학교 가정과교사 임용시험의 핵심 키워드 탐색: 내용 분석과 텍스트 네트워크 분석을 중심으로 (Exploring the Core Keywords of the Secondary School Home Economics Teacher Selection Test: A Mixed Method of Content and Text Network Analyses)

  • 박미정;한주
    • Human Ecology Research
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    • 제60권4호
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    • pp.625-643
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    • 2022
  • The purpose of this study was to explore the trends and core keywords of the secondary school home economics teacher selection test using content analysis and text network analysis. The sample comprised texts of the secondary school home economics teacher 1st selection test for the 2017-2022 school years. Determination of frequency of occurrence, generation of word clouds, centrality analysis, and topic modeling were performed using NetMiner 4.4. The key results were as follows. First, content analysis revealed that the number of questions and scores for each subject (field) has remained constant since 2020, unlike before 2020. In terms of subjects, most questions focused on 'theory of home economics education', and among the evaluation content elements, the highest percentage of questions asked was for 'home economics teaching·learning methods and practice'. Second, the network of the secondary school home economics teacher selection test covering the 2017-2022 school years has an extremely weak density. For the 2017-2019 school years, 'learning', 'evaluation', 'instruction', and 'method' appeared as important keywords, and 7 topics were extracted. For the 2020-2022 school years, 'evaluation', 'class', 'learning', 'cycle', and 'model' were influential keywords, and five topics were extracted. This study is meaningful in that it attempted a new research method combining content analysis and text network analysis and prepared basic data for the revision of the evaluation area and evaluation content elements of the secondary school home economics teacher selection test.