• Title/Summary/Keyword: 국적

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Prediction of box office using data mining (데이터마이닝을 이용한 박스오피스 예측)

  • Jeon, Seonghyeon;Son, Young Sook
    • The Korean Journal of Applied Statistics
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    • v.29 no.7
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    • pp.1257-1270
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    • 2016
  • This study deals with the prediction of the total number of movie audiences as a measure for the box office. Prediction is performed by classification techniques of data mining such as decision tree, multilayer perceptron(MLP) neural network model, multinomial logit model, and support vector machine over time such as before movie release, release day, after release one week, and after release two weeks. Predictors used are: online word-of-mouth(OWOM) variables such as the portal movie rating, the number of the portal movie rater, and blog; in addition, other variables include showing the inherent properties of the film (such as nationality, grade, release month, release season, directors, actors, distributors, the number of audiences, and screens). When using 10-fold cross validation technique, the accuracy of the neural network model showed more than 90 % higher predictability before movie release. In addition, it can be seen that the accuracy of the prediction increases by adding estimates of the final OWOM variables as predictors.

A Meta-Analysis of the Life Satisfaction-Related Variables for Women from Multicultural Families (다문화가정 여성의 생활만족도 관련 변인 메타분석)

  • Gong, Eun-Hwa;Sin, Yu-Kyung
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.756-765
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    • 2016
  • In order to investigate variables related to the life satisfaction of women from the multi-cultural families, this study collected relevant studies and applied meta-analysis. As a result, it was found, first, their life satisfaction was between the small effect size and the moderate effect size, on the basis of the relevant variables and Cohen's standards(1992). Second, of the sub variables of their individual characteristic variable, Korean proficiency and nationality acquisition were found to be the small effect size. Third, of the sub variables of their psychological variable and multiple culture-related variable, the effect sizes of self-esteem and the receptive attitude towards multiple cultures were found to be between the moderate effect size and the large effect size. Fourth, the sub variables of their social support variable were found to be generally highly correlated with their life satisfaction. Fifth, the sub variables of daily life and spouse-related variables showed very low levels of effect size overall. This study suggested conclusions and limitations of the research based on the results of the above analyses.

Development Possibility of Busan as a Cruise Center (부산의 크루즈 중심지로 발전 가능성에 대한 연구)

  • Choi, Jung-Kyu
    • Journal of Korea Port Economic Association
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    • v.31 no.4
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    • pp.227-240
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    • 2015
  • Asia's cruise industry is growing rapidly with the number of tourists increasing every year. This growth has encouraged intense competition among leading port cities in Asia to retain cruise tourists and cruise lines. The purpose of this study is to analyze the development of the cruise industry around Busan as a hybrid port city and propose new strategies for improving Busan's competitiveness. To achieve these goals, factor analysis and Importance-performance analysis (IPA) are used. The analyses results suggest that the development possibility of Busan as a cruise center is dependent on the improvement of certain factors, including the variety of inland tour options, unique experience, direct service infrastructure, tourist attractions, wide accessibility to other modes, and strong connection to attraction. In addition, the city needs to meet other requirements, including developing various tours, tourist products, and fly & cruise packages and hosting international festivals that can represent Busan and cater to potential cruise customers. Moreover, the city desperately needs to expand its commercial and cultural space by redeveloping its cruise terminals.

Comparative Analysis of Residential Demand of Multi-culture Families by Their Nationality - with a Focus on Immigrants by Marriage from China, Vietnam and Cambodia Living in Jeonju-si - (다문화가정의 국적별 주거요구 비교분석 - 전주시 중국, 베트남, 캄보디아 결혼이주여성을 중심으로 -)

  • Li, Hong-Cheng;Lee, Yeun-Sook
    • Journal of the Korean housing association
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    • v.24 no.4
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    • pp.1-8
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    • 2013
  • Recently international marriage has been increasing steadfastly in Korea and its diversity of nationality has been expanding also. Korean government and academic circles are actively studying on such trends in population to find out proper measures to cope with such social changes. But their studies on improving the residential environment that is the base of the essential three factors of life, clothing, food and housing are not sufficient enough. Therefore it is necessary to study in depth and diversity about the residential environments of multi-culture families that are the base of their life. It is necessary to comparatively study the residential status and demands of these immigrants by marriage. The purpose of this study is to comparatively study the residential status and demand of immigrant women by marriage according to their nationalities. The objects of this study are the immigrant women by marriage from China, Vietnam and Cambodia who take the high portion of immigrant women in Jeonju-si and survey was used as study method. The result of this study revealed that the general characteristics, residential status and demands of immigrant women showed certain differences and the direction of residential plans for them in future based on these differences was proposed. This study is meaningful as basic information to improve the residential conditions of the multi-culture families in order to enhance their quality of life in preparation for the coming society of multi-culture.

A Study on the Service Quality of Serviced Residence according to Consumers' Characteristics (고객 특성에 따른 서비스드 레지던스의 서비스 품질 차이 연구)

  • Kim, Young-Joong;Yoon, Hye-Hyun
    • Culinary science and hospitality research
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    • v.15 no.2
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    • pp.45-56
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    • 2009
  • The objective of this research is to provide serviced residence enterprises with the basic materials necessary for establishing a marketing strategy by surveying the recognition of service quality that differs according to the characteristics of customers using serviced residence. With 317 customers of the sample, the statistical data were treated by the frequency analysis, the reliability analysis, the analysis of searching factor, the t-test and the ANOVA. As a result, the service quality of serviced residence was divided into 5 factors of facilities, price, variety, reliability, expertise and kindness. Analyzing the difference in average for sex, nationality, marital status and natives and foreigners, it was found that there was significant difference in the variables of each factor. Considering the result of this research, it seems that serviced residence enterprises should enhance competitiveness with differentiated and specialized marketing strategies which satisfy the characteristics of customers.

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A Process Analysis of the Employment Preparation of Chinese International Marriage Migrant Women (중국국적 결혼이주여성들의 취업준비 경험에 대한 과정분석)

  • Kong, Su Youn;Yang, Sungeun
    • Journal of Families and Better Life
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    • v.32 no.1
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    • pp.133-150
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    • 2014
  • This study is aimed at examining the employment preparation of Chinese migrant women and exploring measures to support their employment in a practical manner. To accomplish the objectives, in-depth interviews with 15 Han Chinese and Korean Chinese women, who represent the highest proportion in Korea, were conducted. Each interview lasted for about an hour and a half on average, and there were additional questionnaires and observations on vocational courses. Collected data was analyzed in 4 steps by utilizing the analysis methods suggested by Lichtman (the three C's of data analysis: codes, categories, concepts), which were transformed to fit the final data. The research findings are as follows. First, the fundamental reasons that Chinese migrant women seek employment in Korea are as follows: role model as a mother based on motherhood and the desire to be recognized as a member of society. Second, as for employment strategies, although all the respondents were only dependent on the referral of their acquaintances and national institutions, Han Chinese and Korean Chinese women had ambivalent attitudes toward each other. Third, they attributed the causes of unemployment to personal aspects such as the amount of effort made and luck, and social structural aspects, including employment instability and low acceptance of multi- cultural individuals. Fourth, the migrant women hoping for 'complete integration' in the future, suggested some practical employment support measures. Such measures should be established by comprehensively reflecting their reasons for getting a job, employment strategies, attributions of unemployment, and employment outlook, rather than as response measures to the low birth rate and aging issues in Korea.

Preference Tendency to Western Images through Advertising Pictures (광고를 통해 본 여대생의 서구 이미지 선호경향)

  • Lim Jin-Young;Na Young-Joo
    • Science of Emotion and Sensibility
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    • v.7 no.4
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    • pp.1-6
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    • 2004
  • The purpose of this study was to investigate the female college students' preferences to the images of both western and eastern pictures, and positive/negative perception on to the model's nationality in the apparel advertizing pictures of fashion magazines. 100 students participated in the survey, and 20 stimulus pictures were shown to them. The results were as follows: The female college students preferred the western images than the eastern images in the pictures of bedroom, palace and beer, while they preferred the eastern images in the pictures of snack and famous drawings of a beauty. But they showed more positive attitude to all the western models' advertizement pictures than the eastern models' ones, in casual wear, formal wear, watches and inner-wear divisions except in men's formal wear division. This meant that the perception of female students on western images was positive and it seems stimulating the consumers preferences of brand images.

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A study on the multilateralism in aircraft and air liners nationality and its implication with respect to the Article 7 of the Chicago Convention (항공기(航空機) 및 항공사(航空社)의 국적(國籍) 다원화(多元化)와 시카고 조약(條約) 제7조의 해석(解釋) 문제(問題))

  • Shin, Hong-Kyun
    • The Korean Journal of Air & Space Law and Policy
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    • v.7
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    • pp.151-175
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    • 1995
  • In recent years, questions have arisen under several forms with respect to the need for adapting present legal order established under the Chicago Convention and relevant customary rules into newly developed environment surrounding the international air transport industry. Major feature of such trends included in opinions for modification of the present legal order might be defined as more liberalistic approach to this industry. In this respect, many scholars and lawyers in this field agree with a view that a theoretical tie between an aircraft/air liners and a register - State lies in political and strategical concern of the State so that each aircraft/air liners has been attributed a single nationality. In the context of such concern, each aircraft/air liners has been related with each register-State in the form of "genuine connection". However, present and near future development of air transport industry and its world - wide market requires some modification of such single nationality regime. Taking into account such circumstances, States as creator of present legal order are in the process of establishing new legal order where air liners with multi - nationality are capable of satisfying to such needs. As adopting a series of liberalization package for air transport industry in european continent, European Union adopts a concept of "community air carrier", by which an air space of each member State is open to each other, especially through the grant of cabotage right. A serious concern may arise in such grant because the Article 7 of the Chicago Convention prohibits such grant on an exclusive basis. While many theoretical opinions have been put forward concerning the interpretation of that article, a case of European Union shall be a good test of the range of its application. It is anticipated that future development around this issue shaH furnish us a major feature of the liberalization of international air transportation and an adaptation process of present legal order.

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The Convergence factors associated with gingival bleeding of Oral symptoms in adolescents from Korean multicultural families in South Korea (한국의 다문화가정 청소년의 잇몸출혈에 관련된 융합 요인)

  • Jun, Mee-Jin
    • Journal of the Korea Convergence Society
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    • v.8 no.8
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    • pp.155-162
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    • 2017
  • This study was to investigate the related convergence factors of periodontal disease in adolescents from Korean multicultural families. Participants were 698 adolescents belong to multicultural family who in the using a web based survey 2015 NKYR. It was defined in this study as one having an immigrant mother. Descriptive analysis and a chi-square test were conducted to determine the factors. Finally to investigate the associations among oral disease symptom, Binary logistic regression analysis was performed. Bleeding gums was not significant higher in female 0.67(0.64-0.71), high school 0.84(0.80-0.88), poor economic status 0.86((0.82-0.90), and was higher in happiness 1.53(1.43-1.64), academic performance 1.08(1.03-1.13), toothbrushing( /day) 1.18(1.13-1.23). Taking into account of social and economic levels, in the multicultural families adolescents, further education and support will be needed for oral prevention.

A Study on the Dress of the Period of the Three States From the Wall Painting of Afrasiab's Palace in Samarkand (사마르칸트 아프라시압궁전 벽화에 나타난 삼국시대복식연구)

  • Lee, Sang-Eun;Kim, Ae-Ryeon
    • Journal of the Korea Fashion and Costume Design Association
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    • v.8 no.2
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    • pp.183-199
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    • 2006
  • This study aims to estimate the nationality of two envoys by examining their dresses and appearances depicted on the wall painting of Afrasiab's Palace in Samarkand with the concentration on the history of the international exchange between three states and the countries in Central Asia. The international exchange between three states and the countries in Central Asia are examined with the concentration on the literature review. And what are related to the dresses during the period of the three states are examined with the concentration on the literature review and the wall painting of Goguryeo tomb. The followings results were identified. The dresses of envoys were comprised of Jowugwan, the soft hat shaped like a peaked hat, the upper garment reaching a hip line with Jikryeong Gyoim and Tongsu, narrow trousers, black belt with a hook, front-pointed shoes and big sword with a round ring. The items of dressing are very similar to those during the Goguryeo period as observed on the wall paintings and excavated articles from the tombs from the Goguryeo period and literature. The next examination is estimated that Goguryeo had the official relationship with the countries in Central Asia before the invasion of Tang in mid-7 century when the wall painting, in our estimation, was produced, and to this end, Goguryeo sent the envoys to those countries. The envoys on the wall painting were estimated to be from Goguryeo as discussed above.

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