• Title/Summary/Keyword: Question analysis

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Research on the Movie Reviews Regarded as Unsuccessful in Box Office Outcomes in Korea: Based on Big Data Posted on Naver Movie Portal

  • Jeon, Ho-Seong
    • Asia-Pacific Journal of Business
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    • v.12 no.3
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    • pp.51-69
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    • 2021
  • Purpose - Based on literature studies of movie reviews and movie ratings, this study raised two research questions on the contents of online word of mouth and the number of movie screens as mediator variables. Research question 1 wanted to figure out which topics of word groups had a positive or negative impact on movie ratings. Research question 2 tried to identify the role of the number of movie screens between movie ratings and box office outcomes. Design/methodology/approach - Through R program, this study collected about 82,000 movie reviews and movie ratings posted on Naver's movie website to examine the role of online word of mouths and movie screen counts in 10 movies that were considered commercially unsuccessful with fewer than 2 million viewers despite securing about 1,000 movie screens. To confirm research question 1, topic modeling, a text mining technique, was conducted on movie reviews. In addition, this study linked the movie ratings posted on Naver with information of KOBIS by date, to identify the research question 2. Findings - Through topic modeling, 5 topics were identified. Topics found in this study were largely organized into two groups, the content of the movie (topic 1, 2, 3) and the evaluation of the movie (topics 4, 5). When analyzing the relationship between movie reviews and movie ratings with 5 mediators identified in topic modeling to probe research question 1, the topic word groups related to topic 2, 3 and 5 appeared having a negative effect on the netizen's movie ratings. In addition, by connecting two secondary data by date, analysis for research question 2 was implemented. The outcomes showed that the causal relationship between movie ratings and audience numbers was mediated by the number of movie screens. Research implications or Originality - The results suggested that the information presented in text format was harder to quantify than the information provided in scores, but if content information could be digitalized through text mining techniques, it could become variable and be analyzed to identify causality with other variables. The outcomes in research question 2 showed that movie ratings had a direct impact on the number of viewers, but also had indirect effects through changes in the number of movie screens. An interesting point is that the direct effect of movie ratings on the number of viewers is found in most American films released in Korea.

The Impact of Import Oil Price Increase on the Cost Structure of the Korean Logistics Industry (수입원유가격의 상승이 국내 물류산업의 비용구조에 미치는 영향분석)

  • Yoon, Jae-Ho;Park, Myong-Sup
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.41
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    • pp.169-183
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    • 2009
  • This study has been conducted under the background of the high rocketed international oil price in the mid of the 2008 year. Korean logistics industry then suffered from a harsh labor strike which paralyzed temporarily Korean exports and imports activities mainly due to the rising motor fuel prices. The theme of this study started from the highly practical question: what would be the impact of the soaring crude oil price on the cost structure of the Korean logistics industry? For this practical question this study conducted an input-output analysis utilizing the 2003 year benchmark input-output table, published by the Bank of Korea in 2007.

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Performance Analysis of Hybrid Location Update Strategy in Wireless Communication System (이동 통신망에서의 혼합형 위치 갱신 방법의 성능분석)

  • Lee, Goo-Yeon
    • Journal of Industrial Technology
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    • v.26 no.B
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    • pp.191-198
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    • 2006
  • In this paper, we focus on a question. Which is better between time-based location update method and movement-based location update method? Or, does any other method combining the two methods show better performance? For the question, we propose a hybrid location update scheme, which integrates the time-based and the movement-based methods. In the proposed scheme, a mobile terminal updates its location after n cell boundary crossing and a time interval of T, or the inverse. We derive an analytical solution for the performance of the hybrid scheme with exponential cell resident time. From the numerical analysis, we conclude that the movement-based method seems to have better performance than the time-based and hybrid methods, that is the optimal costs occur at T=0.

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Investigation and Analysis of Mathematics Application Ability of Student of Senior One

  • Dan Qi
    • Research in Mathematical Education
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    • v.9 no.3 s.23
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    • pp.295-303
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    • 2005
  • Students' mathematics application ability is a hot spot which mathematics education pays attention. So, I have carried on the test of mathematics application and the questionnaire survey to student of Senior One of the two middle schools. Through the test and the investigation, I discover that the level of the students' mathematics application ability is not high. To the simple application question, the difference of the male and the female is not big, but to the difficult application question, the male and the female has the remarkable difference. The students' lack of flexible and the original cognition monitoring ability in mathematics application process are afraid of studying mathematics application since childhood and lack of the training of this aspect. They thought mathematics foundation and reading understood ability is the key of mathematics application. Through analysis result of investigation, this paper proposed the way to raise mathematics application ability of students.

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A Comparative Analysis on Daily Life Satisfaction of the Elderly with Disability by Gender Difference (남녀 장애노인의 일상생활만족도 비교분석)

  • Song, Mi Young
    • 한국노년학
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    • v.31 no.1
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    • pp.143-155
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    • 2011
  • Disabled elderly faced with disability and the aged problems at the same time. So, this research creates two research questions and examines. First research question is how nine dimensions of daily life satisfaction according to gender difference. Second research question is how the factor of daily life satisfaction by gender difference. The data is sixty-five disabled elderly, 386 among Panel Survey of Employment for the Disabled(PSED, 2008). The methods of analysis for identifying research questions is t-test and multiple linear regression. The result of analysis on first research question, the gender difference six dimensions among nine dimensions of daily life satisfaction come out statistically significant. And The result of analysis on second research question, come out statistically significant, too. Socioeconomic status: the lower class, physical condition: bad health, chronic disease is or not, family and other people's social supports, disability: serious turn out to be factors in common. It has been suggested social policies from the results of studies that the provision of health support policy and program, enlarge assistance on daily life, support system on serious disabled elderly. On the other hand, analysis showed that distinctive factors between disabled elderly man and woman was age and education level. In other words, disabled elderly woman come out into the open that the more grow old, the less daily life satisfaction low, while disabled elderly man appeared higher daily life satisfaction in case of junior and senior high school graduate than uneducated.

Web-based Automatic Question-Issuing System Using Level Estimation for Learners (학습자의 수준평가를 이용한 웹 기반 자동 문제 출제 시스템)

  • Lee, Hyeon-Joo;Lee, Mi-Sook;Hong, Seung-Mi;Lee, Chan-Hee;Jung, Soon-Ho
    • The KIPS Transactions:PartA
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    • v.10A no.5
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    • pp.579-588
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    • 2003
  • We propose a new web-based automatic question-issuing system, which automatically issue some problems suited to a learner's level according to estimation and analysis of his answers examined previously and communicates interactively with him by using web. Till now, in many researches system issues problems by a learner's direct choice or randomly. So they lack compensation for learner's misunderstanding and wrong answers. This system allows a learner to determine the ratio of ease and difficulty and the number of problems at initial problem-solving time and then issues problems, which reflect his level, from problem pool. Also its accumulative estimate-analysis and current estimate-analysis make it possible for a learner to study intensively about his faulty area.

The Influence of Improved Question and Check Education Program of Private Security Guard on the Job Satisfaction and Job Performance (개선된 질문검색 요령 교육 프로그램이 민간경비원 직무성과 및 직무만족도에 미치는 영향)

  • OH, Jea-Hwan
    • Korean Security Journal
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    • no.28
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    • pp.79-102
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    • 2011
  • This is a follow-up research of Oh Jae Hwan(2010) aimed to confirm the influence of the educational program of improved question search methods on the duty and job satisfaction of private security guards. For this research, a survey was conducted on a sampling of 170 private security guards living in Seoul and Gyeonggi province, as selected in the research of Oh Jae Hwan(2010). A frequency analysis, correlation analysis and multiple regression analysis were conducted on the collected data by using the SPSS 15.0. The Cronbach's ${\alpha}$ value of the reliability of the survey was over 0.800. The analyzed result of the research is as follows. It was found that when there was an increase in the content of educational training of the program there was also an increase in the job satisfaction and performance. This signifies that the contents of the improved educational program includes scientific and systematic techniques such as METT and action promoting questions, the adequately constructed practical skill education allows private guards to have confidence in their duty, the research reflects the current trends and has a high possibility of utilization due to its high relevance to the duties of private security guards.

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Analysis of the Digital Reference Services in Korean Public Libraries : A Longitudinal Study (우리나라 공공도서관의 디지털참고봉사에 대한 종단적 분석)

  • Chang, Hye-Rhan
    • Journal of the Korean Society for information Management
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    • v.24 no.2
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    • pp.105-122
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    • 2007
  • To understand the present status and the development of the digital reference service in Korean public libraries, a nationwide site observation was attempted in 2007. The collected data was analyzed, then compared with the previous analysis based on a 2003 data. For the 404 sites offering digital reference, operational characteristics, such as access level, service mode, link description, policy, web form, and FAQ, are analyzed, Performance analysis focused on the presence of question posting, volume of usage, response rate, and types of the questions, for the data collected for 15 days through question and answer transcript recording. Results reveal findings on the present situation as well as changes over 4 years. Related problems are identified. The conclusion includes suggestions for improving digital reference service.

The Comparative Analysis of Questions in the Matter Units of Elementary Science Textbooks between the 7th Curriculum and the Revised Curriculum Year 2007 (제7차와 2007년 개정 교육과정의 초등 과학과 교과서 물질 영역의 발문 유형 비교 분석)

  • Choi, Mi-Suk;Kim, Yong-Gwon
    • Journal of Korean Elementary Science Education
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    • v.31 no.3
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    • pp.347-357
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    • 2012
  • The focus of this dissertation is on the comparative Analysis of Questions in the 'Matter Units of Elementary Science Textbook between the 7th Curriculum and the Revised Curriculum Year 2007. The results of the comparative Analysis in the dissertation are as follows: There were more closed questions than open questions in these elementary science textbooks both of the 7th Curriculum and the Revised Curriculum Year 2007. Cognitive-memory questions were the most frequently asked in all grade levels. In the Revised Curriculum Year 2007, Convergent thinking questions presented with higher rate than the 7th Curriculum. Divergent thinking questions and evaluative thinking questions was presented with a relatively lower rate than the 7th Curriculum. Question types were applied based on the characteristics of each unit rather than on children's developmental characteristics.

The Characteristics of Avatar Users according to Avatar Image -Focus on utilization state, body-esteem and self-esteem- (아바타 이미지에 따른 아바타 이용자 특성에 관한 연구 -아바타 이용현황, 신체존중감, 그리고 자기존중감을 중심으로-)

  • 허태정;황선진
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.5
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    • pp.648-657
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    • 2004
  • The purpose of this study was to identify the relationship between avatar image and self-concept of avatar users by utilizing focus group interviews and survey method. The subjects of the focus group interview were Freechal Avatar Club members, while those of the survey were 476 students, who attended middle schools, high schools and colleges at Seoul area. The data were analyzed by frequency, factor analysis, cluster analysis, chi-square test, one-way ANOVA and scheffe test. The main results were summarized as follows. First, the focus group interview revealed that avatar image types, which avatar users made use of, were ideal image, real image and fantastic image. Second, based on the avatar image types of focus group interviews, the researcher made out avatar image question items and conducted factor analysis of the question items: The avatar users pursued ideal image, real image and fantastic image. The avatar users groups were classified into ideal image group, real image group and fantastic image group by employing cluster analysis. Third, all of body-esteem and self-esteem were the highest at real image group, while all of that were the lowest at ideal image group.